From 557f454f31cb84719de1401ace87a3c7855d030e Mon Sep 17 00:00:00 2001
From: Claude <noreply@anthropic.com>
Date: Wed, 23 Sep 2026 05:46:18 +0000
Subject: [PATCH 1/4] Stop the link checker deleting live links, and merge
 duplicates instead of dropping them

The library is 645 records whose value is their links, and two things in the
pipeline were quietly wrong about them.

THE LINK CHECKER COULD NOT TELL A 403 FROM A 404

verify_urls.py had one bucket for "not accessible" and offered --remove-broken
against it. Its report of 2026-02-28, seven months stale, put 162 of 516 URLs
in that bucket -- and 102 of the 162 were HTTP 403: 35 from
documents1.worldbank.org, 26 from thelancet.com, the rest from ResearchGate,
Science, SAGE and ScienceDirect, publishers that refuse robots as policy.
Every one opens in a browser. Running the flag would have deleted a fifth of
the library, most of it live, and the diff would have read as maintenance.

It also sent User-Agent: DevDiscourses-URLChecker/1.0, close to the perfect
string for getting blocked, so the report described the checker rather than
the web.

Rewritten with five states -- ok, paywalled, blocked, unknown, broken -- a
browser user-agent, GET after any non-2xx HEAD rather than only after 403/405,
and one serial retry for unknowns. Only `broken` is ever removable.

Re-run: 644 unique URLs, 25 genuinely broken, not 162. Seventeen traced to
their current home and replaced, each probed before it went in (FAO's CSA
sourcebook, the AEA landing pages for three papers whose author's .edu
directory went away, Princeton for Running Randomized Evaluations, the ILO's
reorganised publication paths, and others). Eight remain and are now visible
to a reader rather than silent.

One of the eight was never right: the WHO mental-health entry pointed at
who.int/publications/i/item/9789241511810, and that ISBN is a standard
operating procedure for measuring nicotine in cigarette smoke. No amount of
re-checking finds a cataloguing error.

--fail-on-new-broken compares against the committed report and is what
link-check.yml runs daily.

DEDUPLICATION WAS DISCARDING CURATORIAL DECISIONS

build.py kept the first entry under a normalised title and dropped the rest
silently: 24 of 669, and all 21 affected titles spanned more than one topic.
What it discarded was a topic assignment somebody made on purpose. Conditional
Cash Transfers is filed under both Public Policy & Governance and Social
Protection; afterwards it existed only under the first, because that file sorts
earlier, and a reader filtering to Social Protection could not find it.
stats.json agreed with itself throughout.

Eleven of the 21 also carried different URLs under the same title, usually a
working paper beside the published version.

merge_duplicates() keeps one record with `topics` for every topic and
`alt_urls` for the other links; `topic` stays as the first so scalar readers
keep working. Research Methods 46 -> 53, Public Policy & Governance 50 -> 55,
Livelihoods 49 -> 54.

A BADGE THAT COULD NEVER APPEAR

resource.html had a "Verified" badge driven by r.verified, and enrich_data.py
set that field to False on every resource on every build. Unreachable code, and
the word claimed an editorial judgement the pipeline never made. Replaced by
link health, which says what the checker actually knows: a publisher refusing a
robot reads "not confirmed from here", a document that is gone gets DOI,
Scholar, web and Wayback searches.

COLOUR AND LAYOUT

--color-text-muted was 3.28:1 on the page background across twelve rules.
--color-book and --color-grey were similar. .access-badge was a second copy of
the badge system written as literals with no dark value, so in dark mode an
Open Access chip painted #059669 on #ecfdf5 at about 1.7:1.

check_contrast.py reads both stylesheets in load order and measures every ink
against every surface in both themes. It gates pull requests: no browser, no
network, under a second. Fault-injected.

What it could not see, and axe over the built pages could: `color: white` on
`background: var(--color-accent)` in seven rules. The accent is a fill there,
not a surface, and white is a literal -- 7.51:1 in light, 2.22:1 in dark where
the kit aliases the accent to #6cb2ff. Every filled pill, the Read at Source
button, the active citation tab and the saved toggle. It is --color-on-accent
now and FILLS measures that direction too.

Also from the browser: .header-nav was a flex row with no wrap, 545px inside a
390px viewport, so the whole page scrolled sideways by 179px on a phone and
looked perfect on a desktop. Four filter groups were <label>Topic</label>
followed by a <div> of buttons, which associates nothing, so a screen reader
met unnamed groups announcing "All", "All", "Any Year". Icon-only buttons had
only `title`. Prose links had no underline, so they were distinguished from
their paragraph by colour alone.

After: 0 serious or critical axe nodes across both pages, both themes, both
viewports, and no horizontal overflow at 390px.

CACHE_VERSION dd-v3 -> dd-v4. The shell is cache-first, so without the bump the
new markup would have paired with the old script on every device that had
visited before and the feature would have been invisible.

CI splits: ci.yml keeps build, drift, tests and adds the contrast check.
link-check.yml is new and daily -- link rot needs no commit, and a long
third-party crawl cancelled by its own timeout cancels the whole run. The
lychee step also crawled only **/*.html and **/*.md, so the 644 links the
library exists to hold were outside it entirely.

Tests 24 -> 31. CLAUDE.md written; README corrected.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01MrvR2NXsJFVRCeJZFCPuNL
---
 .github/workflows/ci.yml                      |   16 +-
 .github/workflows/link-check.yml              |   66 +
 CLAUDE.md                                     |  158 +
 Makefile                                      |   10 +-
 README.md                                     |   61 +-
 build.py                                      |   80 +-
 check_contrast.py                             |  263 +
 css/style.css                                 |  181 +-
 data/resources.json                           | 4070 ++++++++++--
 data/search-index.json                        |    2 +-
 data/stats.json                               |   24 +-
 .../agriculture_food_systems_resources.json   |   98 +-
 .../topics/climate_environment_resources.json |  138 +-
 .../conflict_humanitarian_resources.json      |   72 +-
 .../data_technology_for_development.json      |  138 +-
 .../development_economics_resources.json      |  156 +-
 .../disability_inclusion_resources.json       |   78 +-
 data/topics/education_resources.json          |   60 +-
 .../energy_just_transition_resources.json     |   40 +-
 .../topics/financial_inclusion_resources.json |   68 +-
 .../gender_social_inclusion_resources.json    |  141 +-
 data/topics/livelihoods_resources.json        |  171 +-
 data/topics/meal_resources.json               |  136 +-
 .../mental_health_wellbeing_resources.json    |   36 +-
 .../migration_urbanization_resources.json     |   93 +-
 data/topics/public_health_resources.json      |  111 +-
 .../public_policy_governance_resources.json   |  170 +-
 data/topics/research_methods_resources.json   |  162 +-
 data/topics/social_protection_resources.json  |   92 +-
 data/topics/wash_resources.json               |   93 +-
 enrich_data.py                                |   11 +-
 feed.json                                     |    2 +-
 generate_assets.py                            |   13 +-
 index.html                                    |   22 +-
 js/app.js                                     |   49 +-
 js/resource.js                                |  102 +-
 resource.html                                 |   17 +-
 service-worker.js                             |   10 +-
 tests/test_data.py                            |  107 +-
 url_verification_report.json                  | 5883 ++++++++++-------
 verify_urls.py                                |  520 +-
 41 files changed, 9479 insertions(+), 4241 deletions(-)
 create mode 100644 .github/workflows/link-check.yml
 create mode 100644 CLAUDE.md
 create mode 100644 check_contrast.py

diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 4ef13f7..5c42c30 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -33,14 +33,8 @@ jobs:
       - name: Run tests
         run: python -m pytest -q
 
-  check-links:
-    runs-on: ubuntu-latest
-    steps:
-      - uses: actions/checkout@v6
-
-      - name: Link Checker
-        uses: lycheeverse/lychee-action@v2
-        with:
-          args: --accept 200,204,301,302,403,429 --exclude-mail --exclude "localhost|127.0.0.1|example.com|twitter.com|x.com|linkedin.com|facebook.com|instagram.com|t.me|wa.me|play.google.com|apps.apple.com" --timeout 30 --max-retries 2 "**/*.html" "**/*.md"
-          fail: false
-
+      # Reads the two token blocks out of css/style.css and measures every ink
+      # against every surface it can land on. No browser and no network, so it
+      # belongs in front of a pull request rather than on a schedule.
+      - name: Colour contrast
+        run: python check_contrast.py
diff --git a/.github/workflows/link-check.yml b/.github/workflows/link-check.yml
new file mode 100644
index 0000000..8139ea2
--- /dev/null
+++ b/.github/workflows/link-check.yml
@@ -0,0 +1,66 @@
+# Link health, on a clock rather than on a pull request.
+#
+# Two reasons it is not in ci.yml.
+#
+# A link rots with no commit behind it, so a gate that only runs on a pull
+# request cannot see the failure it exists for. And a job that talks to six
+# hundred third-party hosts is long: a job cancelled by its own timeout-minutes
+# cancels the whole workflow run, taking the build and the tests down with it
+# and reporting the run as cancelled rather than failed.
+#
+# The lychee step used to live in ci.yml on pull requests with `fail: false`,
+# so a contributor got a result they could neither act on nor be blocked by.
+# It also crawled `**/*.html` and `**/*.md`, which is the site chrome: the 644
+# links this library exists to hold are in data/topics/*.json and were outside
+# the crawl entirely.
+
+name: Link health
+
+on:
+  schedule:
+    - cron: "17 5 * * *"
+  workflow_dispatch:
+
+permissions:
+  contents: read
+
+jobs:
+  resource-urls:
+    name: The library's own 644 links
+    runs-on: ubuntu-latest
+    timeout-minutes: 30
+    steps:
+      - uses: actions/checkout@v6
+
+      - uses: actions/setup-python@v5
+        with:
+          python-version: "3.12"
+
+      # --fail-on-new-broken compares against the committed report, so a link
+      # that was already gone does not keep failing the run while one that
+      # broke last night does. --no-write because a scheduled run should not
+      # try to commit; a maintainer runs `make verify` and commits the result.
+      - name: Check every resource URL
+        run: python verify_urls.py --no-write --fail-on-new-broken --workers 8
+
+  site-chrome:
+    name: Links in the pages themselves
+    runs-on: ubuntu-latest
+    timeout-minutes: 15
+    steps:
+      - uses: actions/checkout@v6
+
+      - name: Link Checker
+        uses: lycheeverse/lychee-action@v2
+        with:
+          # 403 and 429 are accepted here because this crawl has no way to tell
+          # a publisher refusing a robot from a document that is gone. The job
+          # above does have that distinction, which is why it is the one that
+          # covers the resources.
+          args: >-
+            --accept 200,204,301,302,403,429
+            --exclude-mail
+            --exclude "localhost|127.0.0.1|example.com|twitter.com|x.com|linkedin.com|facebook.com|instagram.com|t.me|wa.me|play.google.com|apps.apple.com"
+            --timeout 30 --max-retries 2
+            "**/*.html" "**/*.md"
+          fail: true
diff --git a/CLAUDE.md b/CLAUDE.md
new file mode 100644
index 0000000..133404c
--- /dev/null
+++ b/CLAUDE.md
@@ -0,0 +1,158 @@
+# development-discourses
+
+A curated open-access library: 645 research papers, books and grey literature
+for development practitioners in South Asia, across 19 topics. Static HTML, no
+build step for the part that runs, a standard-library Python pipeline for the
+part that generates. Deployed to GitHub Pages under `/development-discourses/`.
+
+## Commands
+
+```bash
+make build       # enrich topic files, merge, regenerate every derived asset
+make test        # 31 checks
+make contrast    # every ink token against every surface, both themes
+make verify      # check every resource URL, write the report and link_status
+make recheck     # re-check only what was not ok last time (much faster)
+make serve       # http://localhost:8000
+```
+
+There are no dependencies. `pytest` is the only dev one. The front end is
+vanilla HTML, CSS and JavaScript; the pipeline is the Python standard library.
+Keep it that way.
+
+## One source, five derived files
+
+`data/topics/*.json` is the only thing anyone edits, one file per topic.
+`build.py` merges them into `data/resources.json`, and `generate_assets.py`
+derives `data/search-index.json`, `data/stats.json`, `sitemap.xml`, `feed.json`
+and `opensearch.xml`. CI fails if any of those has drifted from the source, so
+**run `make build` and commit the result** with any data change.
+
+## A 403 is not a 404, and conflating them nearly cost a fifth of the library
+
+`verify_urls.py` sorts every URL into `ok`, `paywalled`, `blocked`, `unknown`
+or `broken`. That distinction is the whole point of the script.
+
+The version before 2026-09-23 had one bucket for "not accessible" and offered
+`--remove-broken` against it. Its report of 2026-02-28 put **162 of 516** URLs
+in that bucket, and **102 of the 162 were HTTP 403**: 35 from
+documents1.worldbank.org, 26 from thelancet.com, the rest from ResearchGate,
+Science, SAGE and ScienceDirect. Every one opens in a browser. Running the flag
+would have deleted a fifth of the library, most of it live, and the diff would
+have read as routine maintenance.
+
+It also sent `User-Agent: DevDiscourses-URLChecker/1.0`, which is close to the
+perfect string for getting blocked, so the report described the checker rather
+than the web.
+
+Re-run honestly: 644 unique URLs, 25 genuinely broken. Seventeen were traced to
+their current home and replaced, each probed before it went in; eight remain
+and are flagged on their own resource pages rather than hidden.
+
+- **Only `broken` is ever removable.** `blocked` and `unknown` are not, at any
+  flag, and `--remove-broken` prints every entry before touching anything.
+- **`--fail-on-new-broken` is the gate**, run daily by `link-check.yml`. It
+  compares against the committed report, so a link that was already gone does
+  not keep failing the run while one that broke last night does.
+- **Re-checking cannot find a cataloguing error.** The entry for WHO's economic
+  case for investing in mental health pointed at
+  `who.int/publications/i/item/9789241511810`; that ISBN is a standard
+  operating procedure for measuring nicotine in cigarette smoke. The URL was
+  wrong the day it was written.
+
+## Duplicates are merged, not dropped
+
+`build.py` used to keep the first entry under a normalised title and discard
+the rest silently: 24 of 669 entries, and **all 21 affected titles spanned more
+than one topic**. What it discarded was a curator's topic assignment.
+"Conditional Cash Transfers: Reducing Present and Future Poverty" is filed
+under both Public Policy & Governance and Social Protection; after
+deduplication it existed only under the first, because that file sorts earlier,
+and a reader filtering to Social Protection could not find it. The count in
+`stats.json` agreed with itself throughout.
+
+Eleven of the 21 also carried **different URLs** under the same title, usually
+a working paper beside the published version. Dropping one lost a real link.
+
+So `merge_duplicates()` keeps one record with `topics` carrying every topic and
+`alt_urls` carrying the other links. `topic` stays as the first topic, so
+anything reading a scalar keeps working. Restoring those assignments moved
+Research Methods from 46 to 53, Public Policy & Governance from 50 to 55 and
+Livelihoods from 49 to 54.
+
+**If you add a consumer of topic, read `topics`.** `topicsOf()` in `js/app.js`
+and `js/resource.js` is the accessor; `build_stats` counts across the list.
+
+## The badge that could never appear
+
+`resource.html` carried a "Verified" badge driven by `r.verified`, and
+`enrich_data.py` set that field to `False` on every resource on every build.
+The branch was unreachable, and the word promised an editorial judgement the
+pipeline never made. It is gone. What the pipeline actually knows is
+`link_status` and `link_checked`, written by `verify_urls.py` and deliberately
+not touched by `enrich_data.py`.
+
+## Colour
+
+`make contrast` reads the token blocks out of **both** stylesheets, in the
+order the pages load them, and measures every ink against every surface in both
+themes. It gates pull requests because it needs no browser and no network.
+
+Two things it caught and two it could not.
+
+- `--color-text-muted` was `#8a8a8a`, **3.28:1** on the page background, across
+  twelve rules: every card byline, count and helper line. `--color-book` and
+  `--color-grey` were similar.
+- `.resource-type-badge` used tokens and `.access-badge` was a **second copy of
+  the same system written as literals**, and neither had a dark value. In dark
+  mode an Open Access badge painted `#059669` on `#ecfdf5`, a pale mint chip on
+  a near-black card, at about 1.7:1. The fills are `--badge-*-bg` tokens now,
+  which is what makes them checkable at all.
+- **What it could not see**: `color: white` on `background: var(--color-accent)`
+  in seven rules. The accent is a *fill* there, not a surface, and `white` is a
+  literal. Light theme 7.51:1, dark theme **2.22:1**, because the kit re-aliases
+  the accent to `#6cb2ff`. Every filled pill, the Read at Source button, the
+  active citation tab and the saved toggle were failing in dark mode as
+  shipped. It is `--color-on-accent` now, and `FILLS` in the script measures
+  that direction too.
+- **The header scrolled sideways on a phone.** `.header-nav` was a flex row
+  with no wrap: 545px inside a 390px viewport, 179px of horizontal scroll. It
+  looks perfect on a desktop, which is why it survived.
+
+The last two were found by running axe over the built pages in both themes at
+both viewports. A token check and a browser audit are not substitutes for each
+other; run both when you touch colour.
+
+## Watch out for
+
+- **The service worker shell is cache-first.** Change any of `index.html`,
+  `resource.html`, `css/*` or `js/*` and bump `CACHE_VERSION` in
+  `service-worker.js`, or a returning visitor keeps the old files. The
+  2026-09-23 change added markup that only the new JS fills and only the new
+  CSS styles; without the bump the feature would have been invisible to
+  everyone who had visited before.
+- **A `<label>` cannot name a `<div>`.** Four filter groups were
+  `<label>Topic</label><div class="filter-pills">`, which associates nothing, so
+  a screen reader met four unnamed groups of buttons announcing "All", "All",
+  "Any Year". They are `role="group"` with `aria-labelledby` now, and the
+  selected pill carries `aria-pressed` rather than only a CSS class.
+- **`a { text-decoration: none }` is wrong inside a paragraph.** A link
+  distinguished from its surrounding text by colour alone fails WCAG 1.4.1.
+  Underlined in `.about-content p`, the footer tagline and the link notes.
+- **`title` is not an accessible name.** It shows on no touch device and is
+  announced unreliably. Icon-only buttons carry `aria-label`.
+- **Link rot needs no commit**, which is why `link-check.yml` is on a daily
+  schedule and not on pull requests. It also runs in its own workflow: a job
+  cancelled by its own `timeout-minutes` cancels the whole run, so a long
+  third-party crawl sharing a run with the build would take the build down
+  with it.
+- **The lychee step used to crawl the wrong thing.** It globbed `**/*.html` and
+  `**/*.md`, which is the site chrome. The 644 links this library exists to
+  hold are in `data/topics/*.json` and were outside the crawl entirely.
+
+## Testing
+
+`.github/workflows/ci.yml` runs the build, the drift check, 31 tests and the
+contrast check on every push and pull request. `.github/workflows/link-check.yml`
+runs the resource-URL check and the page crawl daily at 05:17 UTC, plus on
+demand.
diff --git a/Makefile b/Makefile
index e448d5f..c270ce2 100644
--- a/Makefile
+++ b/Makefile
@@ -6,7 +6,7 @@ PORT   ?= 8000
 
 .DEFAULT_GOAL := help
 
-.PHONY: help build enrich assets stats validate verify serve test clean
+.PHONY: help build enrich assets stats validate verify recheck contrast serve test clean
 
 help: ## Show this help
 	@grep -E '^[a-zA-Z_-]+:.*?## .*$$' $(MAKEFILE_LIST) | \
@@ -28,9 +28,15 @@ stats: ## Print library statistics
 validate: ## Validate topic files without writing
 	$(PYTHON) build.py --validate --dry-run
 
-verify: ## Check that all resource URLs are reachable
+verify: ## Check every resource URL and record what came back
 	$(PYTHON) verify_urls.py
 
+recheck: ## Re-check only the URLs that were not ok last time
+	$(PYTHON) verify_urls.py --recheck
+
+contrast: ## Measure every ink token against every surface, both themes
+	$(PYTHON) check_contrast.py
+
 serve: ## Serve the site locally at http://localhost:$(PORT)
 	$(PYTHON) -m http.server $(PORT)
 
diff --git a/README.md b/README.md
index af95cbe..daf1a65 100644
--- a/README.md
+++ b/README.md
@@ -6,7 +6,7 @@
 [![GitHub Last Commit](https://img.shields.io/github/last-commit/Varnasr/development-discourses)](https://github.com/Varnasr/development-discourses/commits/main)
 [![Part of ImpactMojo](https://img.shields.io/badge/Part%20of-ImpactMojo-orange)](https://www.impactmojo.in)
 
-**A curated open-access library of 640+ research papers, books, and grey literature for development practitioners in South Asia.**
+**A curated open-access library of 645 research papers, books, and grey literature for development practitioners in South Asia.**
 
 Searchable, filterable, and fully free — part of the [ImpactMojo](https://www.impactmojo.in) learning platform.
 
@@ -49,13 +49,15 @@ Plus Agriculture & Food Systems, Conflict & Humanitarian, Disability & Inclusion
 | **Shareable state** | Every search and filter combination is encoded in the URL, so any view can be bookmarked or shared |
 | **Export** | Download the current filtered list as **BibTeX**, **CSV**, or **JSON** |
 | **Connection Map** | An interactive, force-directed graph of related resources on every detail page (pure SVG, no dependencies) |
+| **Alternate links** | Where a record carries a second URL, usually a working paper beside the published version, the detail page lists it |
 | **Citations** | One-click APA, BibTeX, and Chicago citations per resource |
 | **Recently viewed** | Your last-viewed resources are remembered locally and surfaced on detail pages |
 | **Surprise me** | Jump to a random resource from the current selection |
 | **Light / dark / system theme** | Respects your OS preference and remembers your choice |
 | **Installable & offline** | A Progressive Web App with a service worker — install it and browse offline |
 | **Open access first** | Every resource is tagged *Open Access*, *Free to Read*, or *Check Access* |
-| **Verified URLs** | All links validated by `verify_urls.py` — broken links flagged automatically |
+| **Link health** | Every URL is checked by `verify_urls.py`, and a resource page says what came back. A publisher that refuses robots is reported as *not confirmed from here*, not as broken; a document that is actually gone gets DOI, Scholar, web and Wayback links to find it again |
+| **More than one topic** | A resource curated into two topics appears under both, with every topic on the card and both filters counting it |
 | **Zero runtime dependencies** | Vanilla HTML/CSS/JS on the front end; standard-library Python for the build |
 
 ---
@@ -122,15 +124,56 @@ Run `make help` to see all available tasks (`build`, `enrich`, `assets`, `stats`
 ## URL Verification
 
 ```bash
-# Check all resource URLs
-python verify_urls.py
-
-# Results saved to url_verification_report.json
+make verify      # check every resource URL, write the report and link_status
+make recheck     # re-check only what was not ok last time (much faster)
 ```
 
-Broken links are flagged for manual review. Run periodically to maintain library quality.
+The checker sorts every URL into one of five states, and the distinction
+between the middle two is the point of it:
+
+| state | meaning |
+|---|---|
+| `ok` | 2xx after redirects. The document is there. |
+| `paywalled` | A publisher landing page. The text may be open access behind it. |
+| `blocked` | 401 / 403 / 406 / 429. The server refuses a robot. A reader is fine. |
+| `unknown` | Timeout or 5xx. Server trouble, usually transient. Retried once. |
+| `broken` | 404 / 410, DNS failure, TLS failure. The document is gone. |
+
+**Why that matters here.** The previous checker had one bucket for "not
+accessible" and offered `--remove-broken` against it. Its report of 2026-02-28
+put 162 of 516 URLs in that bucket, and **102 of the 162 were HTTP 403** — 35
+from documents1.worldbank.org, 26 from thelancet.com, the rest from
+ResearchGate, Science, SAGE and other publishers that refuse robots by policy.
+Every one opens in a browser. Running `--remove-broken` would have deleted a
+fifth of the library, most of it live, and the diff would have looked like
+maintenance.
+
+Re-run with the current checker on 2026-09-23: 644 unique URLs, **25 genuinely
+broken**. Seventeen were traced to their current home and replaced, each probed
+with a browser user-agent before it went in, leaving 551 `ok`, 77 `blocked`,
+1 `paywalled`, 7 `unknown` and 8 broken.
+
+One of the eight was never right. The entry for WHO's economic case for
+investing in mental health pointed at
+`who.int/publications/i/item/9789241511810`, and that ISBN belongs to a
+standard operating procedure for measuring nicotine in cigarette smoke. That is
+a cataloguing error rather than rot, and no amount of re-checking would have
+found it. The other seven are documents whose publisher reorganised and whose
+new home could not be established with confidence; rather than substitute a
+plausible-looking replacement, the record keeps its URL and the resource page
+says the link was unreachable and offers DOI, Scholar, web and Wayback
+searches.
+
+Only `broken` is ever removable, and `--remove-broken` prints every entry
+before it touches anything. `blocked` and `unknown` are never removable at any
+flag.
 
----
+```bash
+python3 verify_urls.py --fail-on-new-broken   # the gate link-check.yml runs
+```
+
+That compares against the committed report, so a link that was already gone
+does not keep failing the run while one that broke last night does.
 
 ## Local Development
 
@@ -157,7 +200,7 @@ python3 -m http.server 8000
 | Data | JSON (one file per topic) | Resource metadata, merged and deduplicated at build time |
 | Build | Python stdlib (`enrich_data.py`, `build.py`, `generate_assets.py`) | Enrich, merge, and generate derived assets |
 | Testing | pytest | Data-integrity and asset-generation checks |
-| CI | GitHub Actions | Build validation, drift check, tests, and link checking |
+| CI | GitHub Actions | `ci.yml` on every push and pull request: build, drift check, tests, colour contrast. `link-check.yml` daily: the 644 resource URLs and the pages' own links |
 | Verification | Python (`verify_urls.py`) | URL health checks |
 
 No runtime dependencies: the front end ships as static files, and the entire
diff --git a/build.py b/build.py
index a1cfca4..bb7f101 100644
--- a/build.py
+++ b/build.py
@@ -74,19 +74,66 @@ def validate_resources(resources):
     return warnings
 
 
-def deduplicate(resources):
-    """Remove duplicates by normalized title. Returns (unique, duplicates_removed)."""
-    seen = {}
-    unique = []
-    dupes = 0
+def merge_duplicates(resources):
+    """Fold entries that share a title into one record, keeping what differs.
+
+    This used to be `deduplicate()`, which kept the first entry under a given
+    normalised title and dropped the rest without a word. On 2026-09-23 that
+    was 24 of 669 entries, and **every one of the 21 affected titles spanned
+    more than one topic**, so what it was actually discarding was a topic
+    assignment a curator had made on purpose. "Conditional Cash Transfers:
+    Reducing Present and Future Poverty" is filed under both Public Policy &
+    Governance and Social Protection; after deduplication it existed only
+    under the first, because that file sorts earlier, and a reader filtering
+    to Social Protection could not find it. Nothing errored and the count in
+    stats.json agreed with itself.
+
+    Eleven of the 21 also carried **different URLs** under the same title,
+    usually a working paper and the published version: the NBER PDF of "The
+    Miracle of Microfinance?" and J-PAL's evaluation page for it. Dropping one
+    lost a real, different link.
+
+    So: one record per title, `topics` carrying every topic it was filed
+    under, `alt_urls` carrying the other links. `topic` stays as the first one
+    so every consumer that reads a scalar keeps working.
+    """
+    order = []
+    merged = {}
     for r in resources:
         key = r.get("title", "").strip().lower()
-        if key in seen:
-            dupes += 1
-        else:
-            seen[key] = True
-            unique.append(r)
-    return unique, dupes
+        if key not in merged:
+            r["topics"] = [r["topic"]] if r.get("topic") else []
+            merged[key] = r
+            order.append(key)
+            continue
+        first = merged[key]
+        topic = r.get("topic")
+        if topic and topic not in first["topics"]:
+            first["topics"].append(topic)
+        url = r.get("url")
+        if url and url != first.get("url"):
+            first.setdefault("alt_urls", [])
+            if url not in first["alt_urls"]:
+                first["alt_urls"].append(url)
+        # Prefer the longer description and any DOI the other copy carried.
+        if len(r.get("description", "")) > len(first.get("description", "")):
+            first["description"] = r["description"]
+        if r.get("doi") and not first.get("doi"):
+            first["doi"] = r["doi"]
+        for tag in r.get("tags", []):
+            if tag not in first.setdefault("tags", []):
+                first["tags"].append(tag)
+        # A link the checker could reach beats one it could not.
+        rank = {"ok": 0, "paywalled": 1, "blocked": 2, "unknown": 3, "broken": 4}
+        if rank.get(r.get("link_status"), 9) < rank.get(first.get("link_status"), 9):
+            first["link_status"] = r["link_status"]
+            first["link_checked"] = r.get("link_checked")
+
+    unique = [merged[k] for k in order]
+    for r in unique:
+        r["topics"] = sorted(r.get("topics") or ([r["topic"]] if r.get("topic") else []))
+    folded = len(resources) - len(unique)
+    return unique, folded
 
 
 def clean_resources(resources):
@@ -103,10 +150,10 @@ def print_stats(resources):
     topics = {}
     types = {}
     for r in resources:
-        topic = r.get("topic", "Unknown")
         rtype = r.get("type", "unknown")
-        topics[topic] = topics.get(topic, 0) + 1
         types[rtype] = types.get(rtype, 0) + 1
+        for topic in (r.get("topics") or [r.get("topic", "Unknown")]):
+            topics[topic] = topics.get(topic, 0) + 1
 
     print(f"\n{'='*50}")
     print(f"  Development Discourses - Library Stats")
@@ -150,9 +197,10 @@ def main():
         else:
             print("All entries valid.")
 
-    resources, dupes = deduplicate(resources)
-    if dupes:
-        print(f"Removed {dupes} duplicate(s).")
+    resources, folded = merge_duplicates(resources)
+    if folded:
+        print(f"Folded {folded} repeated title(s) into their first entry, "
+              f"keeping every topic and any differing URL.")
 
     resources = clean_resources(resources)
 
diff --git a/check_contrast.py b/check_contrast.py
new file mode 100644
index 0000000..746b2eb
--- /dev/null
+++ b/check_contrast.py
@@ -0,0 +1,263 @@
+#!/usr/bin/env python3
+"""
+check_contrast.py - every ink token against every surface it can land on,
+in both themes, at WCAG 2.1 AA for body text.
+
+    python3 check_contrast.py
+    python3 check_contrast.py --all    # print the passing pairs too
+
+WHY IT EXISTS
+
+On 2026-09-23 this stylesheet had fifteen failing pairs in the light theme and
+three in the dark, and nothing in the repository looked at colour at all.
+`--color-text-muted` was #8a8a8a, which is 3.28:1 on the page background and
+styles twelve rules: every card byline, every count, every helper line.
+
+The part worth keeping in mind is the part a token check nearly missed. The
+badge system was written twice. `.resource-type-badge` used tokens;
+`.access-badge` was a second copy with the same colours as **literals**, and
+neither had a dark value. So in dark mode an Open Access badge painted #059669
+text on a #ecfdf5 fill, a pale mint chip on a near-black card, at about 1.7:1.
+A check that reads only `:root` sees none of that. The fills are tokens now
+(`--badge-*-bg`) and both rules use them, which is what makes them checkable.
+
+That is also the limit of this script, stated plainly: a colour written as a
+literal in a rule, and a colour composited with opacity, are still invisible
+here. It reports any literal hex it finds outside the token blocks so the gap
+is at least visible.
+"""
+import argparse
+import os
+import re
+import sys
+
+ROOT = os.path.dirname(os.path.abspath(__file__))
+# Both stylesheets, in the order the pages load them. style.css re-aliases
+# --color-accent onto the kit's --imx-accent in dark mode, so reading style.css
+# alone leaves the token that actually reaches the page unresolvable.
+CSS_FILES = [os.path.join(ROOT, "css", "impactmojo-kit.css"),
+             os.path.join(ROOT, "css", "style.css")]
+AA = 4.5
+
+# Named rather than prefix-matched. A prefix of `--color-accent` also catches
+# `--color-accent-light`, which is a surface, and the first run duly reported
+# eighteen failures for pale blue on pale blue. A token is ink or it is a
+# surface; the list says which.
+INK = {
+    "--color-text", "--color-text-secondary", "--color-text-muted",
+    "--color-accent", "--color-accent-hover",
+    "--color-paper", "--color-book", "--color-grey", "--color-tag-text",
+    "--color-bad",
+}
+SURFACE = {
+    "--color-bg", "--color-surface", "--color-surface-hover",
+    "--color-accent-light", "--color-tag-bg",
+    "--badge-paper-bg", "--badge-book-bg", "--badge-grey-bg", "--badge-free-bg",
+    "--badge-bad-bg",
+}
+
+# The other direction, which no ink-on-surface pass can see: the accent is a
+# button and pill FILL with its own ink on top, and the two pull opposite ways.
+# Darkening the accent to fix it as a link makes the filled button worse.
+# `--color-on-accent` was the literal `white` in seven rules, which measured
+# 7.51:1 in the light theme and **2.22:1** in the dark, where the kit aliases
+# the accent to #6cb2ff. axe over the built pages is what found it.
+FILLS = [
+    ("--color-on-accent", "--color-accent", "filled pills, Read at Source, the active citation tab"),
+    ("--color-on-accent", "--color-accent-hover", "the same controls on hover"),
+]
+
+# Pairs that are never put together, each with a reason. A stale exemption
+# fails too: a pair that starts passing, or a token that disappears, is
+# reported, so the list cannot rot into a blindfold.
+EXEMPT = [
+    ("--color-accent", "--badge-book-bg", "the blue badge uses --badge-free-bg"),
+    ("--color-accent", "--badge-grey-bg", "the blue badge uses --badge-free-bg"),
+    ("--color-accent", "--badge-paper-bg", "the blue badge uses --badge-free-bg"),
+    ("--color-book", "--badge-grey-bg", "green ink only ever sits on the green fill"),
+    ("--color-book", "--badge-paper-bg", "green ink only ever sits on the green fill"),
+    ("--color-book", "--badge-free-bg", "green ink only ever sits on the green fill"),
+    ("--color-grey", "--badge-book-bg", "amber ink only ever sits on the amber fill"),
+    ("--color-grey", "--badge-paper-bg", "amber ink only ever sits on the amber fill"),
+    ("--color-grey", "--badge-free-bg", "amber ink only ever sits on the amber fill"),
+    ("--color-paper", "--badge-book-bg", "violet ink only ever sits on the violet fill"),
+    ("--color-paper", "--badge-grey-bg", "violet ink only ever sits on the violet fill"),
+    ("--color-paper", "--badge-free-bg", "violet ink only ever sits on the violet fill"),
+]
+
+
+def luminance(hex_colour):
+    h = hex_colour.lstrip("#")
+    if len(h) == 3:
+        h = "".join(c * 2 for c in h)
+    parts = []
+    for i in (0, 2, 4):
+        c = int(h[i:i + 2], 16) / 255
+        parts.append(c / 12.92 if c <= 0.03928 else ((c + 0.055) / 1.055) ** 2.4)
+    return 0.2126 * parts[0] + 0.7152 * parts[1] + 0.0722 * parts[2]
+
+
+def ratio(a, b):
+    hi, lo = sorted((luminance(a), luminance(b)), reverse=True)
+    return (hi + 0.05) / (lo + 0.05)
+
+
+def block(css, selector):
+    """Return the custom properties a selector declares, across every block.
+
+    Every occurrence, not the first. `[data-theme="dark"]` is opened twice in
+    this stylesheet: once with the site's own values, and again lower down to
+    re-alias `--color-accent` and friends onto the ImpactMojo kit. Reading only
+    the first block measured `#58a6ff` where the browser paints `#6cb2ff`. The
+    verdict happened to be the same either way, which is exactly how a check
+    like this drifts into measuring a value nothing uses.
+    """
+    out = {}
+    at = css.find(selector)
+    if at == -1:
+        return None
+    while at != -1:
+        open_at = css.index("{", at)
+        depth = 0
+        end = open_at
+        for i in range(open_at, len(css)):
+            if css[i] == "{":
+                depth += 1
+            elif css[i] == "}":
+                depth -= 1
+                if depth == 0:
+                    end = i
+                    break
+        body = css[open_at + 1:end]
+        out.update(re.findall(r"(--[\w-]+)\s*:\s*([^;]+);", body))
+        at = css.find(selector, end)
+    return out
+
+
+def resolve(tokens, value, seen=None):
+    """Follow `var(--x)` so a token that aliases another is measured."""
+    seen = seen or set()
+    m = re.fullmatch(r"var\(\s*(--[\w-]+)\s*(?:,\s*([^)]+))?\)", value.strip())
+    if not m:
+        return value.strip()
+    if m.group(1) in seen:
+        return None
+    seen.add(m.group(1))
+    if m.group(1) in tokens:
+        return resolve(tokens, tokens[m.group(1)], seen)
+    return resolve(tokens, m.group(2), seen) if m.group(2) else None
+
+
+def main():
+    ap = argparse.ArgumentParser()
+    ap.add_argument("--all", action="store_true", help="print the passing pairs too")
+    args = ap.parse_args()
+
+    css = "\n".join(open(f, encoding="utf-8").read() for f in CSS_FILES)
+    themes = [("light (default)", block(css, ":root {")),
+              ("dark  (opt-in)", block(css, '[data-theme="dark"] {'))]
+
+    failures, passes, pairs = [], [], 0
+    exempt_seen = set()
+
+    for name, tokens in themes:
+        if not tokens:
+            failures.append({"theme": name, "why": "theme block not found in the stylesheets"})
+            continue
+        # The dark block redeclares only some tokens, so anything it does not
+        # override is inherited from :root and has to be measured as inherited.
+        merged = dict(themes[0][1] or {})
+        merged.update(tokens)
+        inks = [k for k in merged if k in INK]
+        surfaces = [k for k in merged if k in SURFACE]
+        if not inks or not surfaces:
+            failures.append({"theme": name,
+                             "why": f"found {len(inks)} ink and {len(surfaces)} surface tokens"})
+            continue
+        for ink in sorted(inks):
+            fg = resolve(merged, merged[ink])
+            if not fg or not fg.startswith("#"):
+                continue
+            for surface in sorted(surfaces):
+                bg = resolve(merged, merged[surface])
+                if not bg or not bg.startswith("#"):
+                    continue
+                pairs += 1
+                exempt = next((e for e in EXEMPT if e[0] == ink and e[1] == surface), None)
+                r = ratio(fg, bg)
+                if exempt:
+                    exempt_seen.add((ink, surface))
+                    continue
+                row = {"theme": name, "ink": ink, "surface": surface, "fg": fg, "bg": bg, "r": r}
+                (failures if r < AA else passes).append(row)
+
+    for name, tokens in themes:
+        if not tokens:
+            continue
+        merged = dict(themes[0][1] or {})
+        merged.update(tokens)
+        for ink, fill, why in FILLS:
+            fg = resolve(merged, merged.get(ink, ""))
+            bg = resolve(merged, merged.get(fill, ""))
+            if not fg or not bg or not fg.startswith("#") or not bg.startswith("#"):
+                failures.append({"theme": name, "ink": ink, "surface": fill,
+                                 "why": "could not be resolved"})
+                continue
+            pairs += 1
+            r = ratio(fg, bg)
+            row = {"theme": name, "ink": ink, "surface": f"{fill} ({why})",
+                   "fg": fg, "bg": bg, "r": r}
+            (failures if r < AA else passes).append(row)
+
+    for ink, surface, why in EXEMPT:
+        if (ink, surface) not in exempt_seen:
+            failures.append({"theme": "any", "ink": ink, "surface": surface,
+                             "why": f"stale exemption ({why}): not a pair any more"})
+
+    # The literals this check cannot see, reported rather than ignored.
+    token_spans = []
+    for sel in (":root {", '[data-theme="dark"] {'):
+        at = css.find(sel)
+        while at != -1:
+            open_at = css.index("{", at)
+            depth, end = 0, open_at
+            for i in range(open_at, len(css)):
+                if css[i] == "{":
+                    depth += 1
+                elif css[i] == "}":
+                    depth -= 1
+                    if depth == 0:
+                        end = i
+                        break
+            token_spans.append((at, end))
+            at = css.find(sel, end)
+    literals = set()
+    for m in re.finditer(r"(?:color|background)\s*:\s*(#[0-9a-fA-F]{3,8})\b", css):
+        if not any(a <= m.start() <= b for a, b in token_spans):
+            literals.add(m.group(1).lower())
+
+    print(f"Token contrast: {pairs} ink-on-surface pair(s) across {len(themes)} themes, "
+          f"against {AA}:1.")
+    if args.all:
+        for p in passes:
+            print(f"  ok   {p['theme']}  {p['ink']} on {p['surface']}  {p['r']:.2f}:1")
+    if literals:
+        print(f"\n{len(literals)} colour literal(s) outside the token blocks. These are not "
+              f"measured here:\n  " + ", ".join(sorted(literals)))
+
+    if failures:
+        print("")
+        for f in failures:
+            if f.get("why"):
+                print(f"  {f['theme']}: {f.get('ink','')} {f.get('surface','')} {f['why']}".strip())
+            else:
+                print(f"  {f['theme']}  {f['ink']} ({f['fg']}) on {f['surface']} ({f['bg']})"
+                      f"  {f['r']:.2f}:1")
+        print(f"\nFAIL: {len(failures)} pair(s) under {AA}:1.", file=sys.stderr)
+        return 1
+    print(f"OK: every ink token clears {AA}:1 on every surface it can land on, in both themes.")
+    return 0
+
+
+if __name__ == "__main__":
+    sys.exit(main())
diff --git a/css/style.css b/css/style.css
index fba37d9..eae836a 100644
--- a/css/style.css
+++ b/css/style.css
@@ -7,15 +7,26 @@
     --color-border-light: #f0ede8;
     --color-text: #1a1a1a;
     --color-text-secondary: #5c5c5c;
-    --color-text-muted: #8a8a8a;
+    --color-text-muted: #6b6b6b;
     --color-accent: #2563eb;
     --color-accent-hover: #1d4ed8;
     --color-accent-light: #eff6ff;
     --color-paper: #7c3aed;
-    --color-book: #059669;
-    --color-grey: #d97706;
+    --color-book: #047857;
+    --color-grey: #9a5405;
     --color-tag-bg: #f3f4f6;
     --color-tag-text: #374151;
+    /* Badge fills. These were literals in four rules and had no dark value,
+       so in dark mode a pale mint chip carried #34d399 text at 1.7:1. A
+       literal is invisible to any check that reads the token block, which is
+       why they are tokens now. */
+    --badge-paper-bg: #f3f0ff;
+    --badge-book-bg:  #ecfdf5;
+    --badge-grey-bg:  #fffbeb;
+    --badge-free-bg:  #eff6ff;
+    --color-on-accent: #ffffff; /* see FILLS in check_contrast.py */
+    --badge-bad-bg:   #fef2f2;
+    --color-bad:      #b42318;
     --font-sans: 'Inter', -apple-system, BlinkMacSystemFont, 'Segoe UI', sans-serif;
     --font-serif: 'Source Serif 4', Georgia, 'Times New Roman', serif;
     --radius-sm: 6px;
@@ -297,7 +308,7 @@ a:hover {
 .pill.active {
     background: var(--color-accent);
     border-color: var(--color-accent);
-    color: white;
+    color: var(--color-on-accent);
 }
 
 .filter-row {
@@ -326,8 +337,8 @@ a:hover {
 }
 
 .pill.active .pill-count {
-    color: white;
-    background: rgba(255, 255, 255, 0.22);
+    color: var(--color-on-accent);
+    background: color-mix(in srgb, var(--color-on-accent) 22%, transparent);
 }
 
 /* Active filter chips */
@@ -357,7 +368,7 @@ a:hover {
 
 .filter-chip:hover {
     background: var(--color-accent);
-    color: white;
+    color: var(--color-on-accent);
 }
 
 .filter-chip span {
@@ -624,17 +635,17 @@ mark {
 }
 
 .resource-type-badge.paper {
-    background: #f3f0ff;
+    background: var(--badge-paper-bg);
     color: var(--color-paper);
 }
 
 .resource-type-badge.book {
-    background: #ecfdf5;
+    background: var(--badge-book-bg);
     color: var(--color-book);
 }
 
 .resource-type-badge.grey_literature {
-    background: #fffbeb;
+    background: var(--badge-grey-bg);
     color: var(--color-grey);
 }
 
@@ -677,6 +688,18 @@ mark {
     display: flex;
     justify-content: space-between;
     align-items: center;
+    gap: 10px;
+}
+
+/* A resource can carry more than one topic, so the left side of the footer
+   wraps rather than pushing the card sideways. min-width:0 is load-bearing:
+   without it a flex item's min-content keeps the row at its natural width and
+   the card overflows on a phone instead of wrapping. */
+.resource-topics {
+    display: flex;
+    flex-wrap: wrap;
+    gap: 6px;
+    min-width: 0;
 }
 
 .resource-topic-tag {
@@ -692,6 +715,7 @@ mark {
     display: flex;
     align-items: center;
     gap: 10px;
+    flex: none;
 }
 
 .resource-tag-count {
@@ -1014,18 +1038,18 @@ mark {
 }
 
 .access-badge.access-open_access {
-    background: #ecfdf5;
-    color: #059669;
+    background: var(--badge-book-bg);
+    color: var(--color-book);
 }
 
 .access-badge.access-free_to_read {
-    background: #eff6ff;
-    color: #2563eb;
+    background: var(--badge-free-bg);
+    color: var(--color-accent);
 }
 
 .access-badge.access-check_access {
-    background: #fffbeb;
-    color: #d97706;
+    background: var(--badge-grey-bg);
+    color: var(--color-grey);
 }
 
 .verified-badge {
@@ -1035,8 +1059,8 @@ mark {
     letter-spacing: 0.05em;
     padding: 3px 10px;
     border-radius: 4px;
-    background: #ecfdf5;
-    color: #059669;
+    background: var(--badge-book-bg);
+    color: var(--color-book);
 }
 
 .detail-title {
@@ -1112,7 +1136,7 @@ mark {
 .action-btn.action-primary {
     background: var(--color-accent);
     border-color: var(--color-accent);
-    color: white;
+    color: var(--color-on-accent);
 }
 
 .action-btn.action-primary:hover {
@@ -1150,7 +1174,7 @@ mark {
 .citation-tab.active {
     background: var(--color-accent);
     border-color: var(--color-accent);
-    color: white;
+    color: var(--color-on-accent);
 }
 
 .citation-content {
@@ -1572,7 +1596,7 @@ mark {
   --color-border-light:    #21262d;
   --color-text:            #e6edf3;
   --color-text-secondary:  #b0b8c1;
-  --color-text-muted:      #7d8590;
+  --color-text-muted:      #909aa4;
   --color-accent:          #58a6ff;
   --color-accent-hover:    #79b8ff;
   --color-accent-light:    #1c2a3a;
@@ -1581,6 +1605,16 @@ mark {
   --color-grey:            #fbbf24;
   --color-tag-bg:          #1c2128;
   --color-tag-text:        #c9d1d9;
+  --badge-paper-bg:        #2a2140;
+  --badge-book-bg:         #0d2f24;
+  --badge-grey-bg:         #33260a;
+  --badge-free-bg:         #12283f;
+  --color-on-accent:       #0f1419;
+  --badge-bad-bg:          #3a1512;
+  --color-bad:             #fca5a5;
+  --color-book:            #6ee7b7;
+  --color-grey:            #fcd34d;
+  --color-paper:           #c4b5fd;
   --shadow-sm:             0 1px 2px rgba(0,0,0,0.4);
   --shadow-md:             0 2px 8px rgba(0,0,0,0.5);
   --shadow-lg:             0 4px 16px rgba(0,0,0,0.6);
@@ -1695,13 +1729,13 @@ mark {
 .rc-bookmark svg { width: 15px; height: 15px; }
 
 /* Saved toggle in the results tools */
-.tool-btn.active { background: var(--color-accent); border-color: var(--color-accent); color: #fff; }
+.tool-btn.active { background: var(--color-accent); border-color: var(--color-accent); color: var(--color-on-accent); }
 .tool-btn .saved-count {
   display: none; margin-left: 6px; font-size: 0.66rem; font-weight: 700; line-height: 15px;
   min-width: 15px; text-align: center; padding: 0 4px; border-radius: 8px;
-  background: var(--color-accent); color: #fff;
+  background: var(--color-accent); color: var(--color-on-accent);
 }
-.tool-btn.active .saved-count { background: rgba(255,255,255,0.25); }
+.tool-btn.active .saved-count { background: color-mix(in srgb, var(--color-on-accent) 25%, transparent); }
 .tool-btn .saved-count.visible { display: inline-block; }
 
 /* Footer: brand gradient top edge (matches Dev Case Studies) */
@@ -1747,3 +1781,102 @@ a:focus-visible, button:focus-visible, input:focus-visible, select:focus-visible
 .insight-bar-fill { display: block; height: 100%; border-radius: 4px; background: var(--brand-grad); transition: width 0.6s cubic-bezier(0.2,0.8,0.2,1); }
 .insight-bar-value { font-size: 0.74rem; font-weight: 700; color: var(--color-text-secondary); text-align: right; font-variant-numeric: tabular-nums; }
 .insight-note { margin-top: 20px; font-size: 0.73rem; color: var(--color-text-muted); font-style: italic; }
+
+/* ===== Link health =====
+   Added 2026-09-23 with the rewritten verify_urls.py. It replaces a "Verified"
+   badge that could never appear, because enrich_data.py reset `verified` to
+   false on every resource on every build. The wording is deliberately narrow:
+   the checker knows whether a URL answered, not whether the work is any good,
+   and a badge reading "Verified" claimed the second. */
+.link-badge {
+    font-size: 0.7rem;
+    font-weight: 600;
+    text-transform: uppercase;
+    letter-spacing: 0.05em;
+    padding: 3px 10px;
+    border-radius: 4px;
+    cursor: help;
+}
+.link-badge.link-ok   { background: var(--badge-book-bg); color: var(--color-book); }
+.link-badge.link-warn { background: var(--badge-grey-bg); color: var(--color-grey); }
+.link-badge.link-bad  { background: var(--badge-bad-bg);  color: var(--color-bad); }
+
+.link-note {
+    margin: 16px 0;
+    padding: 14px 16px;
+    border-radius: var(--radius-md);
+    border: 1px solid var(--color-border);
+    background: var(--color-surface-hover);
+    font-size: 0.9rem;
+    line-height: 1.55;
+}
+.link-note.link-bad { border-color: var(--color-bad); background: var(--badge-bad-bg); }
+.link-note-actions {
+    margin-top: 10px;
+    display: flex;
+    flex-wrap: wrap;
+    gap: 14px;
+}
+.link-note-actions a { font-weight: 600; }
+
+.alt-urls {
+    margin: 16px 0;
+    padding: 14px 16px;
+    border-radius: var(--radius-md);
+    border: 1px solid var(--color-border);
+    background: var(--color-surface);
+    font-size: 0.9rem;
+}
+.alt-urls-title {
+    font-size: 0.72rem;
+    font-weight: 700;
+    text-transform: uppercase;
+    letter-spacing: 0.05em;
+    color: var(--color-text-muted);
+    margin-bottom: 8px;
+}
+.alt-urls ul { list-style: none; display: flex; flex-direction: column; gap: 6px; }
+.alt-urls a { word-break: break-word; }
+
+/* More than one topic per resource, so these wrap instead of widening the row. */
+.detail-topics {
+    display: inline-flex;
+    flex-wrap: wrap;
+    gap: 6px;
+    min-width: 0;
+}
+
+/* ===== Header on a phone =====
+   `.header-nav` was a flex row with no wrap, holding the library links, the
+   theme selector and the reading-font button. Measured at 390x844 it was
+   545px wide inside a 390px viewport, so the whole page scrolled sideways by
+   179px. It looks perfect on a desktop, which is why it survived. */
+.site-header .container {
+    flex-wrap: wrap;
+}
+
+.header-nav {
+    flex-wrap: wrap;
+    justify-content: flex-end;
+    row-gap: 8px;
+    min-width: 0;
+}
+
+.eco-nav {
+    flex-wrap: wrap;
+    row-gap: 6px;
+}
+
+/* ===== Links inside prose =====
+   `a { text-decoration: none }` is right for nav and cards and wrong inside a
+   paragraph: a link with no underline is distinguished from the text around it
+   by colour alone, which WCAG 1.4.1 does not accept and which nobody with a
+   colour vision deficiency can use. axe flagged three, all in the About panel
+   and the footer line. Underlined only where the link sits in running text. */
+.about-content p a,
+.imx-footer-tagline a,
+.link-note a,
+.alt-urls a {
+    text-decoration: underline;
+    text-underline-offset: 0.18em;
+}
diff --git a/data/resources.json b/data/resources.json
index f5d5566..b0fdf13 100644
--- a/data/resources.json
+++ b/data/resources.json
@@ -15,7 +15,11 @@
       "nutrition",
       "urbanization"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Agriculture & Food Systems"
+    ]
   },
   {
     "title": "World Development Report 2008: Agriculture for Development",
@@ -30,9 +34,16 @@
     "tags": [
       "agriculture",
       "agriculture-food-systems",
-      "poverty"
+      "poverty",
+      "livelihoods",
+      "value-chains"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Agriculture & Food Systems",
+      "Livelihoods"
+    ]
   },
   {
     "title": "Global Food Policy Report 2023: Rethinking Food Crisis Responses",
@@ -48,7 +59,11 @@
       "agriculture-food-systems",
       "climate-change"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Agriculture & Food Systems"
+    ]
   },
   {
     "title": "Climate-Smart Agriculture Sourcebook",
@@ -56,7 +71,7 @@
     "year": 2013,
     "type": "grey_literature",
     "topic": "Agriculture & Food Systems",
-    "url": "https://www.fao.org/climate-smart-agriculture-sourcebook/en/",
+    "url": "https://www.fao.org/climate-smart-agriculture-sourcebook",
     "description": "Comprehensive reference on climate-smart agriculture providing technical guidance on sustainably increasing productivity, building resilience to climate change, and reducing greenhouse gas emissions across crop, livestock, fishery, and forestry systems.",
     "id": "climate-smart-agriculture-sourcebook",
     "access_type": "open_access",
@@ -65,7 +80,11 @@
       "agriculture-food-systems",
       "climate-change"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Agriculture & Food Systems"
+    ]
   },
   {
     "title": "Harvesting Prosperity: Technology and Productivity Growth in Agriculture",
@@ -81,7 +100,11 @@
       "agriculture",
       "agriculture-food-systems"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Agriculture & Food Systems"
+    ]
   },
   {
     "title": "The State of Food and Agriculture 2019: Moving Forward on Food Loss and Waste Reduction",
@@ -98,7 +121,11 @@
       "agriculture-food-systems",
       "supply-chains"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Agriculture & Food Systems"
+    ]
   },
   {
     "title": "Enabling the Business of Agriculture 2019",
@@ -114,7 +141,11 @@
       "agriculture",
       "agriculture-food-systems"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Agriculture & Food Systems"
+    ]
   },
   {
     "title": "Agricultural Extension in Developing Countries",
@@ -130,7 +161,11 @@
       "agriculture-food-systems",
       "education"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Agriculture & Food Systems"
+    ]
   },
   {
     "title": "The Impact of Agricultural Index Insurance on Smallholder Farmers: A Systematic Review",
@@ -146,7 +181,11 @@
       "agriculture-food-systems",
       "systematic-review"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Agriculture & Food Systems"
+    ]
   },
   {
     "title": "Growing Africa: Unlocking the Potential of Agribusiness",
@@ -163,7 +202,11 @@
       "agriculture-food-systems",
       "value-chains"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Agriculture & Food Systems"
+    ]
   },
   {
     "title": "From Agriculture to Nutrition: Pathways, Synergies, and Outcomes",
@@ -180,7 +223,11 @@
       "agriculture-food-systems",
       "nutrition"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Agriculture & Food Systems"
+    ]
   },
   {
     "title": "Gender in Agriculture Sourcebook",
@@ -197,7 +244,11 @@
       "agriculture-food-systems",
       "gender"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Agriculture & Food Systems"
+    ]
   },
   {
     "title": "Food Systems for Better Nutrition",
@@ -214,7 +265,11 @@
       "agriculture-food-systems",
       "nutrition"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Agriculture & Food Systems"
+    ]
   },
   {
     "title": "Smallholder Agriculture and Market Participation: Evidence from Eastern and Southern Africa",
@@ -230,7 +285,11 @@
       "agriculture",
       "agriculture-food-systems"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Agriculture & Food Systems"
+    ]
   },
   {
     "title": "Global Report on Food Crises 2023",
@@ -245,7 +304,11 @@
     "tags": [
       "agriculture-food-systems"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Agriculture & Food Systems"
+    ]
   },
   {
     "title": "Soil Fertility Management in Sub-Saharan Africa",
@@ -261,7 +324,11 @@
       "Sub-Saharan-Africa",
       "agriculture-food-systems"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Agriculture & Food Systems"
+    ]
   },
   {
     "title": "Land Governance Assessment Framework: Implementation Manual for Assessing Governance in the Land Sector",
@@ -277,7 +344,11 @@
       "agriculture-food-systems",
       "governance"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Agriculture & Food Systems"
+    ]
   },
   {
     "title": "Digital Agriculture: Feeding the Future",
@@ -296,7 +367,11 @@
       "digital",
       "mobile-technology"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Agriculture & Food Systems"
+    ]
   },
   {
     "title": "Resilience of Smallholder Farming Systems in Sub-Saharan Africa",
@@ -312,7 +387,11 @@
       "Sub-Saharan-Africa",
       "agriculture-food-systems"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Agriculture & Food Systems"
+    ]
   },
   {
     "title": "ICT in Agriculture: Connecting Smallholders to Knowledge, Networks, and Institutions",
@@ -331,7 +410,11 @@
       "institutions",
       "mobile-technology"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Agriculture & Food Systems"
+    ]
   },
   {
     "title": "High and Dry: Climate Change, Water, and the Economy",
@@ -347,7 +430,11 @@
       "agriculture-food-systems",
       "climate-change"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Agriculture & Food Systems"
+    ]
   },
   {
     "title": "Missing Food: The Case of Postharvest Grain Losses in Sub-Saharan Africa",
@@ -363,7 +450,11 @@
       "Sub-Saharan-Africa",
       "agriculture-food-systems"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Agriculture & Food Systems"
+    ]
   },
   {
     "title": "The State of Food Security and Nutrition in the World 2024",
@@ -380,7 +471,11 @@
       "food-security",
       "nutrition"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Agriculture & Food Systems"
+    ]
   },
   {
     "title": "The State of Food and Agriculture 2023",
@@ -396,7 +491,11 @@
       "agriculture",
       "agriculture-food-systems"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Agriculture & Food Systems"
+    ]
   },
   {
     "title": "Global Report on Food Crises 2024",
@@ -411,7 +510,11 @@
     "tags": [
       "agriculture-food-systems"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Agriculture & Food Systems"
+    ]
   },
   {
     "title": "Repurposing Agricultural Policies and Support",
@@ -426,7 +529,11 @@
     "tags": [
       "agriculture-food-systems"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Agriculture & Food Systems"
+    ]
   },
   {
     "title": "Agricultural Innovation for Family Farming",
@@ -441,7 +548,11 @@
     "tags": [
       "agriculture-food-systems"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Agriculture & Food Systems"
+    ]
   },
   {
     "title": "Water for Sustainable Food and Agriculture",
@@ -457,7 +568,11 @@
       "agriculture",
       "agriculture-food-systems"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Agriculture & Food Systems"
+    ]
   },
   {
     "title": "Ending Hunger: What Would It Cost?",
@@ -472,7 +587,11 @@
     "tags": [
       "agriculture-food-systems"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Agriculture & Food Systems"
+    ]
   },
   {
     "title": "Crop Production and Natural Resource Use",
@@ -489,7 +608,11 @@
       "agriculture-food-systems",
       "biodiversity"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Agriculture & Food Systems"
+    ]
   },
   {
     "title": "The Future of Food and Agriculture: Trends and Challenges",
@@ -505,7 +628,11 @@
       "agriculture",
       "agriculture-food-systems"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Agriculture & Food Systems"
+    ]
   },
   {
     "title": "Agriculture for Development in India",
@@ -522,7 +649,11 @@
       "agriculture",
       "agriculture-food-systems"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Agriculture & Food Systems"
+    ]
   },
   {
     "title": "Climate Change 2022: Impacts, Adaptation and Vulnerability",
@@ -541,7 +672,11 @@
       "climate-change",
       "climate-environment"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Climate & Environment"
+    ]
   },
   {
     "title": "Climate Change 2022: Mitigation of Climate Change",
@@ -557,7 +692,11 @@
       "climate-change",
       "climate-environment"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Climate & Environment"
+    ]
   },
   {
     "title": "Climate Change 2023: Synthesis Report",
@@ -574,7 +713,11 @@
       "climate-change",
       "climate-environment"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Climate & Environment"
+    ]
   },
   {
     "title": "Global Warming of 1.5°C: An IPCC Special Report",
@@ -590,7 +733,11 @@
       "climate-environment",
       "poverty"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Climate & Environment"
+    ]
   },
   {
     "title": "The Economics of Climate Change: The Stern Review",
@@ -606,7 +753,11 @@
       "climate-change",
       "climate-environment"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Climate & Environment"
+    ]
   },
   {
     "title": "The Economics of Biodiversity: The Dasgupta Review",
@@ -622,7 +773,11 @@
       "biodiversity",
       "climate-environment"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Climate & Environment"
+    ]
   },
   {
     "title": "Temperature Shocks and Economic Growth: Evidence from the Last Half Century",
@@ -637,7 +792,11 @@
     "tags": [
       "climate-environment"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Climate & Environment"
+    ]
   },
   {
     "title": "Global Non-linear Effect of Temperature on Economic Production",
@@ -652,7 +811,11 @@
     "tags": [
       "climate-environment"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Climate & Environment"
+    ]
   },
   {
     "title": "Global Warming Has Increased Global Economic Inequality",
@@ -669,7 +832,11 @@
       "climate-environment",
       "inequality"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Climate & Environment"
+    ]
   },
   {
     "title": "Social and Economic Impacts of Climate",
@@ -685,7 +852,11 @@
       "climate-environment",
       "migration"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Climate & Environment"
+    ]
   },
   {
     "title": "Long-Term Macroeconomic Effects of Climate Change: A Cross-Country Analysis",
@@ -701,7 +872,11 @@
       "climate-change",
       "climate-environment"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Climate & Environment"
+    ]
   },
   {
     "title": "Climate Change Economics over Time and Space",
@@ -718,7 +893,11 @@
       "climate-change",
       "climate-environment"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Climate & Environment"
+    ]
   },
   {
     "title": "Shock Waves: Managing the Impacts of Climate Change on Poverty",
@@ -735,7 +914,11 @@
       "climate-environment",
       "poverty"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Climate & Environment"
+    ]
   },
   {
     "title": "Turn Down the Heat: Why a 4°C Warmer World Must Be Avoided",
@@ -751,7 +934,11 @@
       "biodiversity",
       "climate-environment"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Climate & Environment"
+    ]
   },
   {
     "title": "South Asia's Hotspots: The Impact of Temperature and Precipitation Changes on Living Standards",
@@ -767,7 +954,11 @@
       "South-Asia",
       "climate-environment"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Climate & Environment"
+    ]
   },
   {
     "title": "Groundswell Part 2: Acting on Internal Climate Migration",
@@ -785,7 +976,11 @@
       "climate-environment",
       "migration"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Climate & Environment"
+    ]
   },
   {
     "title": "Country Climate and Development Reports (CCDRs)",
@@ -805,7 +1000,11 @@
       "climate-change",
       "climate-environment"
     ],
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+    "link_status": "ok",
+    "link_checked": "2026-09-23",
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     "title": "Adapt Now: A Global Call for Leadership on Climate Resilience",
@@ -821,7 +1020,11 @@
       "climate-adaptation",
       "climate-environment"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
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+    ]
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   {
     "title": "Adaptation Gap Report 2023: Underfinanced. Underprepared.",
@@ -837,7 +1040,11 @@
       "climate-adaptation",
       "climate-environment"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Climate & Environment"
+    ]
   },
   {
     "title": "Emissions Gap Report 2023: Broken Record",
@@ -852,7 +1059,11 @@
     "tags": [
       "climate-environment"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Climate & Environment"
+    ]
   },
   {
     "title": "Global Environment Outlook – GEO-6: Healthy Planet, Healthy People",
@@ -867,7 +1078,11 @@
     "tags": [
       "climate-environment"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Climate & Environment"
+    ]
   },
   {
     "title": "State and Trends of Carbon Pricing 2023",
@@ -883,7 +1098,11 @@
       "carbon-emissions",
       "climate-environment"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Climate & Environment"
+    ]
   },
   {
     "title": "Human Development Report 2021/2022: Uncertain Times, Unsettled Lives: Shaping our Future in a Transforming World",
@@ -899,7 +1118,11 @@
       "climate-change",
       "climate-environment"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Climate & Environment"
+    ]
   },
   {
     "title": "Global Assessment Report on Biodiversity and Ecosystem Services",
@@ -916,7 +1139,11 @@
       "climate-change",
       "climate-environment"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Climate & Environment"
+    ]
   },
   {
     "title": "The Value of the World's Ecosystem Services and Natural Capital",
@@ -931,7 +1158,11 @@
     "tags": [
       "climate-environment"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Climate & Environment"
+    ]
   },
   {
     "title": "Global Assessment Report on Disaster Risk Reduction 2022: Our World at Risk",
@@ -947,7 +1178,11 @@
       "climate-environment",
       "governance"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Climate & Environment"
+    ]
   },
   {
     "title": "GAR Special Report 2023: Mapping Resilience for the Sustainable Development Goals",
@@ -962,7 +1197,11 @@
     "tags": [
       "climate-environment"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Climate & Environment"
+    ]
   },
   {
     "title": "A Global Just Transition: Background Note for COP27",
@@ -978,7 +1217,11 @@
       "carbon-emissions",
       "climate-environment"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Climate & Environment"
+    ]
   },
   {
     "title": "Climate Finance Provided and Mobilised by Developed Countries in 2013-2022",
@@ -993,7 +1236,11 @@
     "tags": [
       "climate-environment"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Climate & Environment"
+    ]
   },
   {
     "title": "State and Trends in Climate Adaptation Finance 2023",
@@ -1009,7 +1256,11 @@
       "climate-adaptation",
       "climate-environment"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Climate & Environment"
+    ]
   },
   {
     "title": "Aggregate Trends of Climate Finance Provided and Mobilised by Developed Countries in 2013-2020",
@@ -1024,7 +1275,11 @@
     "tags": [
       "climate-environment"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Climate & Environment"
+    ]
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   {
     "title": "Policies and Practices of Climate Change Education in South Asia: Towards a Support Framework",
@@ -1046,7 +1301,11 @@
       "climate-environment",
       "education"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Climate & Environment"
+    ]
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   {
     "title": "Climate Change and Food Security in South Asia: The Importance of Renewable Energy and Agricultural Credit",
@@ -1065,7 +1324,11 @@
       "food-security",
       "renewable-energy"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Climate & Environment"
+    ]
   },
   {
     "title": "World Bank Group Climate Change Action Plan 2021-2025: South Asia Roadmap",
@@ -1083,7 +1346,11 @@
       "climate-change",
       "climate-environment"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Climate & Environment"
+    ]
   },
   {
     "title": "Firm Adaptation to Climate Change: Evidence from Establishment-Level Data",
@@ -1101,7 +1368,11 @@
       "climate-change",
       "climate-environment"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Climate & Environment"
+    ]
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   {
     "title": "The Macroeconomic Impact of Climate Change: Global vs. Local Temperature",
@@ -1117,7 +1388,11 @@
       "climate-change",
       "climate-environment"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
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+      "Climate & Environment"
+    ]
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   {
     "title": "Adaptation to Climate Change",
@@ -1134,7 +1409,11 @@
       "climate-change",
       "climate-environment"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Climate & Environment"
+    ]
   },
   {
     "title": "South Asia Disaster Risk Management Programme: Synthesis Report",
@@ -1150,7 +1429,11 @@
       "South-Asia",
       "climate-environment"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23",
+    "topics": [
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+    ]
   },
   {
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@@ -1167,7 +1450,11 @@
       "climate-change",
       "climate-environment"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
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+      "Climate & Environment"
+    ]
   },
   {
     "title": "Emissions Gap Report 2024",
@@ -1182,7 +1469,11 @@
     "tags": [
       "climate-environment"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Climate & Environment"
+    ]
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   {
     "title": "Adaptation Gap Report 2024",
@@ -1198,7 +1489,11 @@
       "climate-adaptation",
       "climate-environment"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Climate & Environment"
+    ]
   },
   {
     "title": "Groundswell: Preparing for Internal Climate Migration",
@@ -1207,15 +1502,27 @@
     "type": "grey_literature",
     "topic": "Climate & Environment",
     "url": "https://openknowledge.worldbank.org/handle/10986/36248",
-    "description": "Projects that climate change could drive over 200 million people to migrate within their countries by 2050 absent concerted action.",
+    "description": "World Bank report projecting that by 2050, climate change could force 143 million people in Sub-Saharan Africa, South Asia, and Latin America to move within their own countries, and identifying policy actions that could reduce climate migration by up to 80%.",
     "id": "groundswell-preparing-for-internal-climate-migration",
     "access_type": "open_access",
     "tags": [
       "climate-change",
       "climate-environment",
-      "migration"
+      "migration",
+      "Latin-America",
+      "South-Asia",
+      "Sub-Saharan-Africa",
+      "migration-urbanization"
+    ],
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Climate & Environment",
+      "Migration & Urbanization"
     ],
-    "verified": false
+    "alt_urls": [
+      "https://openknowledge.worldbank.org/handle/10986/29461"
+    ]
   },
   {
     "title": "State of the Global Climate 2023",
@@ -1230,7 +1537,11 @@
     "tags": [
       "climate-environment"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Climate & Environment"
+    ]
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   {
     "title": "World Development Report 2010: Development and Climate Change",
@@ -1246,7 +1557,11 @@
       "climate-change",
       "climate-environment"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Climate & Environment"
+    ]
   },
   {
     "title": "Global Warming of 1.5°C (SR15)",
@@ -1261,7 +1576,11 @@
     "tags": [
       "climate-environment"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Climate & Environment"
+    ]
   },
   {
     "title": "Financing Climate Action in Developing Countries",
@@ -1276,7 +1595,11 @@
     "tags": [
       "climate-environment"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Climate & Environment"
+    ]
   },
   {
     "title": "World Development Report 2011: Conflict, Security, and Development",
@@ -1293,7 +1616,11 @@
       "governance",
       "institutions"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Conflict & Humanitarian"
+    ]
   },
   {
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@@ -1309,7 +1636,11 @@
       "Afghanistan",
       "conflict-humanitarian"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Conflict & Humanitarian"
+    ]
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   {
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@@ -1325,7 +1656,11 @@
       "conflict-humanitarian",
       "institutions"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Conflict & Humanitarian"
+    ]
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   {
     "title": "Forcibly Displaced: Toward a Development Approach Supporting Refugees, the Internally Displaced, and Their Hosts",
@@ -1341,7 +1676,11 @@
       "conflict-humanitarian",
       "education"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Conflict & Humanitarian"
+    ]
   },
   {
     "title": "Conflict and Development: World Bank Strategy for Fragile and Conflict-Affected Situations",
@@ -1356,7 +1695,11 @@
     "tags": [
       "conflict-humanitarian"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Conflict & Humanitarian"
+    ]
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   {
     "title": "Civil War and Development Policy",
@@ -1371,7 +1714,11 @@
     "tags": [
       "conflict-humanitarian"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Conflict & Humanitarian"
+    ]
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   {
     "title": "The Grand Bargain: A Shared Commitment to Better Serve People in Need",
@@ -1386,7 +1733,11 @@
     "tags": [
       "conflict-humanitarian"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Conflict & Humanitarian"
+    ]
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   {
     "title": "Disaster Risk Reduction Including Climate Change Adaptation Over South Asia: Challenges and Ways Forward",
@@ -1404,7 +1755,11 @@
       "climate-change",
       "conflict-humanitarian"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Conflict & Humanitarian"
+    ]
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   {
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@@ -1420,7 +1775,11 @@
       "conflict-humanitarian",
       "poverty"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Conflict & Humanitarian"
+    ]
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   {
     "title": "Sendai Framework for Disaster Risk Reduction 2015-2030",
@@ -1436,7 +1795,11 @@
       "conflict-humanitarian",
       "governance"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Conflict & Humanitarian"
+    ]
   },
   {
     "title": "Conflict, Fragility, and Forced Displacement in the Middle East and North Africa",
@@ -1451,7 +1814,11 @@
     "tags": [
       "conflict-humanitarian"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Conflict & Humanitarian"
+    ]
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   {
     "title": "Education in Emergencies: Including Everyone",
@@ -1467,7 +1834,11 @@
       "conflict-humanitarian",
       "education"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Conflict & Humanitarian"
+    ]
   },
   {
     "title": "Post-Conflict Transitions Working Paper Series: Post-Conflict Economic Recovery",
@@ -1482,7 +1853,11 @@
     "tags": [
       "conflict-humanitarian"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Conflict & Humanitarian"
+    ]
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   {
     "title": "Building Resilience to Conflict Through Food-Security Policies and Programs",
@@ -1498,7 +1873,11 @@
       "conflict-humanitarian",
       "food-security"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Conflict & Humanitarian"
+    ]
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   {
     "title": "Securing Development: Public Finance and the Security Sector",
@@ -1514,7 +1893,11 @@
       "conflict-humanitarian",
       "governance"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Conflict & Humanitarian"
+    ]
   },
   {
     "title": "Humanitarian Response Index 2011: Focus on Addressing Displacement",
@@ -1529,7 +1912,11 @@
     "tags": [
       "conflict-humanitarian"
     ],
-    "verified": false
+    "link_status": "broken",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Conflict & Humanitarian"
+    ]
   },
   {
     "title": "The Economics of the Syrian Civil War",
@@ -1545,7 +1932,11 @@
       "conflict-humanitarian",
       "education"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Conflict & Humanitarian"
+    ]
   },
   {
     "title": "Global Report on Internal Displacement 2024",
@@ -1560,7 +1951,11 @@
     "tags": [
       "conflict-humanitarian"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Conflict & Humanitarian"
+    ]
   },
   {
     "title": "Global Humanitarian Overview 2024",
@@ -1575,7 +1970,11 @@
     "tags": [
       "conflict-humanitarian"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Conflict & Humanitarian"
+    ]
   },
   {
     "title": "The Sphere Handbook: Humanitarian Charter and Minimum Standards",
@@ -1590,7 +1989,11 @@
     "tags": [
       "conflict-humanitarian"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Conflict & Humanitarian"
+    ]
   },
   {
     "title": "The State of the World's Refugees",
@@ -1605,7 +2008,11 @@
     "tags": [
       "conflict-humanitarian"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Conflict & Humanitarian"
+    ]
   },
   {
     "title": "Humanitarian Response in Fragile Settings",
@@ -1620,7 +2027,11 @@
     "tags": [
       "conflict-humanitarian"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Conflict & Humanitarian"
+    ]
   },
   {
     "title": "Cash Transfers in Humanitarian Contexts",
@@ -1636,7 +2047,11 @@
       "cash-transfers",
       "conflict-humanitarian"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Conflict & Humanitarian"
+    ]
   },
   {
     "title": "Grievances, Governance and Violent Extremism",
@@ -1652,7 +2067,11 @@
       "conflict-humanitarian",
       "governance"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Conflict & Humanitarian"
+    ]
   },
   {
     "title": "World Development Report 2021: Data for Better Lives",
@@ -1668,7 +2087,11 @@
       "data-technology",
       "governance"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Data & Technology"
+    ]
   },
   {
     "title": "World Development Report 2016: Digital Dividends",
@@ -1685,7 +2108,11 @@
       "digital",
       "institutions"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Data & Technology"
+    ]
   },
   {
     "title": "Digital Economy Report 2021: Cross-Border Data Flows and Development",
@@ -1702,7 +2129,11 @@
       "digital",
       "governance"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Data & Technology"
+    ]
   },
   {
     "title": "Measuring Digital Development: Facts and Figures 2023",
@@ -1719,7 +2150,11 @@
       "digital",
       "gender"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Data & Technology"
+    ]
   },
   {
     "title": "The State of Mobile Internet Connectivity 2023",
@@ -1736,7 +2171,11 @@
       "digital",
       "mobile-technology"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Data & Technology"
+    ]
   },
   {
     "title": "United Nations E-Government Survey 2022: The Future of Digital Government",
@@ -1753,7 +2192,11 @@
       "digital",
       "survey-data"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Data & Technology"
+    ]
   },
   {
     "title": "Open Government Data Report: Enhancing Policy Maturity for Sustainable Impact",
@@ -1769,7 +2212,11 @@
       "data-technology",
       "digital"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Data & Technology"
+    ]
   },
   {
     "title": "Open Government for Stronger Democracies: A Global Assessment",
@@ -1782,9 +2229,15 @@
     "id": "open-government-for-stronger-democracies-a-global-assessment",
     "access_type": "free_to_read",
     "tags": [
-      "data-technology"
+      "data-technology",
+      "public-policy-governance"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Data & Technology",
+      "Public Policy & Governance"
+    ]
   },
   {
     "title": "Navigating Algorithm Bias in AI: Ensuring Fairness and Trust in Africa",
@@ -1799,7 +2252,11 @@
     "tags": [
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     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
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+    ]
   },
   {
     "title": "Ethics and Diversity in Artificial Intelligence Policies, Strategies and Initiatives",
@@ -1817,7 +2274,11 @@
       "data-technology",
       "digital"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Data & Technology"
+    ]
   },
   {
     "title": "Recommendation on the Ethics of Artificial Intelligence",
@@ -1834,7 +2295,11 @@
       "data-technology",
       "governance"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Data & Technology"
+    ]
   },
   {
     "title": "AI and Education: Guidance for Policy-Makers",
@@ -1850,7 +2315,11 @@
       "data-technology",
       "education"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Data & Technology"
+    ]
   },
   {
     "title": "Identity Verification Standards in Welfare Programs: Experimental Evidence from India",
@@ -1868,7 +2337,11 @@
       "data-technology",
       "social-protection"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Data & Technology"
+    ]
   },
   {
     "title": "Building State Capacity: Evidence from Biometric Smartcards in India",
@@ -1882,9 +2355,15 @@
     "access_type": "free_to_read",
     "tags": [
       "India",
-      "data-technology"
+      "data-technology",
+      "public-policy-governance"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Data & Technology",
+      "Public Policy & Governance"
+    ]
   },
   {
     "title": "Identification for Development: The Biometrics Revolution",
@@ -1899,7 +2378,11 @@
     "tags": [
       "data-technology"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Data & Technology"
+    ]
   },
   {
     "title": "Mobile Phones and Economic Development in Africa",
@@ -1917,7 +2400,11 @@
       "data-technology",
       "mobile-technology"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Data & Technology"
+    ]
   },
   {
     "title": "The Impact of Mobile Money on Poor Rural Households: Experimental Evidence from Uganda",
@@ -1933,7 +2420,11 @@
       "data-technology",
       "mobile-technology"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Data & Technology"
+    ]
   },
   {
     "title": "Using Publicly Available Satellite Imagery and Deep Learning to Understand Economic Well-Being in Africa",
@@ -1948,7 +2439,11 @@
     "tags": [
       "data-technology"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Data & Technology"
+    ]
   },
   {
     "title": "Technology as Amplifier in International Development",
@@ -1963,7 +2458,11 @@
     "tags": [
       "data-technology"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Data & Technology"
+    ]
   },
   {
     "title": "The Sustainable Development Goals Report 2024",
@@ -1978,7 +2477,11 @@
     "tags": [
       "data-technology"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Data & Technology"
+    ]
   },
   {
     "title": "Data for Development: A Needs Assessment for SDG Monitoring and Statistical Capacity Development",
@@ -1993,7 +2496,11 @@
     "tags": [
       "data-technology"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Data & Technology"
+    ]
   },
   {
     "title": "A World That Counts: Mobilising the Data Revolution for Sustainable Development",
@@ -2008,7 +2515,11 @@
     "tags": [
       "data-technology"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Data & Technology"
+    ]
   },
   {
     "title": "Africa Data Revolution Report 2018: Status and Emerging Impact",
@@ -2024,7 +2535,11 @@
       "data-technology",
       "qualitative"
     ],
-    "verified": false
+    "link_status": "unknown",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Data & Technology"
+    ]
   },
   {
     "title": "Open Data Barometer (Fourth Edition)",
@@ -2039,7 +2554,11 @@
     "tags": [
       "data-technology"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Data & Technology"
+    ]
   },
   {
     "title": "Bridging the Digital Gender Divide: Include, Upskill, Innovate",
@@ -2057,7 +2576,11 @@
       "education",
       "gender"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Data & Technology"
+    ]
   },
   {
     "title": "Digital Gender Divide or Technologically Empowered Women in Developing Countries? A Typical Case of Lies, Damned Lies, and Statistics",
@@ -2078,7 +2601,11 @@
       "gender",
       "inequality"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Data & Technology"
+    ]
   },
   {
     "title": "Bridging Digital Divides: A Literature Review and Research Agenda for Information Systems Research",
@@ -2094,7 +2621,11 @@
       "data-technology",
       "digital"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Data & Technology"
+    ]
   },
   {
     "title": "E-Participation: A Quick Overview of Recent Qualitative Trends",
@@ -2111,7 +2642,11 @@
       "digital",
       "qualitative"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Data & Technology"
+    ]
   },
   {
     "title": "Intersections between Civic Technology (Civic Tech) and Governance in Nigeria and South Africa",
@@ -2127,7 +2662,11 @@
       "data-technology",
       "governance"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Data & Technology"
+    ]
   },
   {
     "title": "Blockchain and Economic Development: Hype vs. Reality",
@@ -2143,7 +2682,11 @@
       "data-technology",
       "digital"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Data & Technology"
+    ]
   },
   {
     "title": "Taming the Beast: Harnessing Blockchains in Developing Country Governments",
@@ -2158,7 +2701,11 @@
     "tags": [
       "data-technology"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Data & Technology"
+    ]
   },
   {
     "title": "Blockchain Technology for Human Development: Not So Fast?",
@@ -2174,7 +2721,11 @@
       "data-technology",
       "digital"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Data & Technology"
+    ]
   },
   {
     "title": "The Experimental Approach to Development Economics",
@@ -2188,9 +2739,20 @@
     "access_type": "check_access",
     "tags": [
       "RCT",
-      "data-technology"
+      "data-technology",
+      "development-economics",
+      "education",
+      "survey-data"
+    ],
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Data & Technology",
+      "Development Economics"
     ],
-    "verified": false
+    "alt_urls": [
+      "https://www.nber.org/papers/w14467"
+    ]
   },
   {
     "title": "Artificial Intelligence and Its Implications for Income Distribution and Unemployment",
@@ -2207,7 +2769,11 @@
       "data-technology",
       "employment"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Data & Technology"
+    ]
   },
   {
     "title": "Governance of Data and Data-driven Technology",
@@ -2223,7 +2789,11 @@
       "data-technology",
       "governance"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Data & Technology"
+    ]
   },
   {
     "title": "Poverty Mapping: Innovative Approaches to Creating Poverty Maps with New Data Sources",
@@ -2240,7 +2810,11 @@
       "machine-learning",
       "poverty"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Data & Technology"
+    ]
   },
   {
     "title": "Costing a Data Revolution",
@@ -2255,7 +2829,11 @@
     "tags": [
       "data-technology"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Data & Technology"
+    ]
   },
   {
     "title": "World Development Report 2016: Digital Dividends (Overview)",
@@ -2272,7 +2850,11 @@
       "digital",
       "institutions"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Data & Technology"
+    ]
   },
   {
     "title": "Digital Public Infrastructure and Development",
@@ -2288,7 +2870,11 @@
       "data-technology",
       "digital"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Data & Technology"
+    ]
   },
   {
     "title": "The Government Analytics Handbook",
@@ -2304,7 +2890,11 @@
       "data-technology",
       "survey-data"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Data & Technology"
+    ]
   },
   {
     "title": "Data for Better Lives (WDR 2021 Overview)",
@@ -2319,7 +2909,11 @@
     "tags": [
       "data-technology"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Data & Technology"
+    ]
   },
   {
     "title": "Artificial Intelligence in the Global South",
@@ -2335,7 +2929,11 @@
       "AI",
       "data-technology"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Data & Technology"
+    ]
   },
   {
     "title": "The Digital Financial Services Landscape",
@@ -2352,7 +2950,11 @@
       "digital",
       "mobile-technology"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Data & Technology"
+    ]
   },
   {
     "title": "Identification for Development (ID4D) Global Dataset",
@@ -2367,7 +2969,11 @@
     "tags": [
       "data-technology"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Data & Technology"
+    ]
   },
   {
     "title": "Open Data for Development",
@@ -2382,7 +2988,11 @@
     "tags": [
       "data-technology"
     ],
-    "verified": false
+    "link_status": "unknown",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Data & Technology"
+    ]
   },
   {
     "title": "AI Ethics and Governance in Practice",
@@ -2399,7 +3009,11 @@
       "data-technology",
       "governance"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Data & Technology"
+    ]
   },
   {
     "title": "Hunger and Public Action",
@@ -2415,7 +3029,11 @@
       "development-economics",
       "nutrition"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Development Economics"
+    ]
   },
   {
     "title": "The Colonial Origins of Comparative Development: An Empirical Investigation",
@@ -2432,7 +3050,11 @@
       "development-economics",
       "institutions"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Development Economics"
+    ]
   },
   {
     "title": "Institutions as a Fundamental Cause of Long-Run Growth",
@@ -2448,7 +3070,11 @@
       "development-economics",
       "institutions"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Development Economics"
+    ]
   },
   {
     "title": "The Economic Lives of the Poor",
@@ -2464,7 +3090,11 @@
       "development-economics",
       "survey-data"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Development Economics"
+    ]
   },
   {
     "title": "The Miracle of Microfinance? Evidence from a Randomized Evaluation",
@@ -2473,7 +3103,7 @@
     "type": "paper",
     "topic": "Development Economics",
     "url": "https://www.nber.org/system/files/working_papers/w18950/w18950.pdf",
-    "description": "First randomized evaluation of introducing microcredit in Hyderabad, India, finding that while microfinance increased business investment, it had no significant effects on consumption, health, education, or women's empowerment.",
+    "description": "First randomized evaluation of group-based microcredit in Hyderabad, India, finding that while borrowers increased business investment, there were no significant effects on average consumption, health, education, or women's empowerment after 18 months.",
     "id": "the-miracle-of-microfinance-evidence-from-a-randomized-evaluation",
     "access_type": "free_to_read",
     "tags": [
@@ -2482,9 +3112,20 @@
       "development-economics",
       "education",
       "microfinance",
-      "womens-empowerment"
+      "womens-empowerment",
+      "financial-inclusion",
+      "livelihoods"
+    ],
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Development Economics",
+      "Financial Inclusion",
+      "Livelihoods"
     ],
-    "verified": false
+    "alt_urls": [
+      "https://www.povertyactionlab.org/evaluation/measuring-impact-microfinance-hyderabad-india"
+    ]
   },
   {
     "title": "Long-term Effects of the Targeting the Ultra Poor Program",
@@ -2501,7 +3142,11 @@
       "development-economics",
       "food-security"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Development Economics"
+    ]
   },
   {
     "title": "Women as Policy Makers: Evidence from a Randomized Policy Experiment in India",
@@ -2510,15 +3155,26 @@
     "type": "paper",
     "topic": "Development Economics",
     "url": "https://www.nber.org/system/files/working_papers/w8615/w8615.pdf",
-    "description": "Exploits India's constitutional amendment randomly reserving one-third of village council head positions for women to show that female leaders invest more in public goods aligned with women's concerns, such as drinking water infrastructure.",
+    "description": "Exploits India's constitutional mandate reserving one-third of village council chief posts for women, showing that female leaders invest more in public goods linked to women's concerns such as drinking water, fundamentally altering policy priorities.",
     "id": "women-as-policy-makers-evidence-from-a-randomized-policy-experiment-in-india",
     "access_type": "free_to_read",
     "tags": [
       "India",
       "RCT",
-      "development-economics"
+      "development-economics",
+      "gender-social-inclusion",
+      "public-policy-governance"
+    ],
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Development Economics",
+      "Gender & Social Inclusion",
+      "Public Policy & Governance"
     ],
-    "verified": false
+    "alt_urls": [
+      "https://economics.mit.edu/sites/default/files/2022-08/Women%20as%20Policy%20Makers%20Evidence%20from%20a%20Randomized.pdf"
+    ]
   },
   {
     "title": "Schooling and Labor Market Consequences of School Construction in Indonesia: Evidence from an Unusual Policy Experiment",
@@ -2535,7 +3191,11 @@
       "education",
       "labor-markets"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Development Economics"
+    ]
   },
   {
     "title": "Monitoring Works: Getting Teachers to Come to School",
@@ -2544,15 +3204,21 @@
     "type": "paper",
     "topic": "Development Economics",
     "url": "https://www.nber.org/system/files/working_papers/w11880/w11880.pdf",
-    "description": "Tests a camera-based monitoring and financial incentive program in 120 rural Indian schools, reducing teacher absence from 42% to 22% and improving student test scores by 0.17 standard deviations.",
+    "description": "Tests a camera-based teacher monitoring and financial incentive program in 120 informal schools in rural India, reducing absence from 42% to 22% and raising child test scores by 0.17 standard deviations.",
     "id": "monitoring-works-getting-teachers-to-come-to-school",
     "access_type": "free_to_read",
     "tags": [
       "India",
       "development-economics",
-      "education"
+      "education",
+      "public-policy-governance"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Development Economics",
+      "Public Policy & Governance"
+    ]
   },
   {
     "title": "Remedying Education: Evidence from Two Randomized Experiments in India",
@@ -2570,7 +3236,11 @@
       "development-economics",
       "education"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Development Economics"
+    ]
   },
   {
     "title": "The Analysis of Household Surveys: A Microeconometric Approach to Development Policy",
@@ -2587,7 +3257,11 @@
       "poverty",
       "survey-data"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Development Economics"
+    ]
   },
   {
     "title": "Food and Nutrition in India: Facts and Interpretations",
@@ -2604,7 +3278,11 @@
       "development-economics",
       "nutrition"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Development Economics"
+    ]
   },
   {
     "title": "Counting and Multidimensional Poverty Measurement",
@@ -2613,14 +3291,21 @@
     "type": "paper",
     "topic": "Development Economics",
     "url": "https://ophi.org.uk/publication/WP-07",
-    "description": "Proposes the Alkire-Foster methodology for multidimensional poverty measurement, combining an identification method for who is poor with a class of decomposable poverty measures that satisfy key axiomatic properties.",
+    "description": "OPHI Working Paper introducing the Alkire-Foster methodology for multidimensional poverty measurement, enabling assessment of deprivations across health, education, and living standards that underpin livelihood capabilities.",
     "id": "counting-and-multidimensional-poverty-measurement",
     "access_type": "check_access",
     "tags": [
       "development-economics",
-      "poverty"
+      "poverty",
+      "education",
+      "livelihoods"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Development Economics",
+      "Livelihoods"
+    ]
   },
   {
     "title": "Acute Multidimensional Poverty: A New Index for Developing Countries",
@@ -2637,7 +3322,11 @@
       "education",
       "poverty"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Development Economics"
+    ]
   },
   {
     "title": "The Idea of Antipoverty Policy",
@@ -2653,7 +3342,11 @@
       "development-economics",
       "poverty"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Development Economics"
+    ]
   },
   {
     "title": "Goodbye Washington Consensus, Hello Washington Confusion? A Review of the World Bank's Economic Growth in the 1990s",
@@ -2668,7 +3361,11 @@
     "tags": [
       "development-economics"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Development Economics"
+    ]
   },
   {
     "title": "Globalization, Structural Change and Productivity Growth",
@@ -2684,7 +3381,11 @@
       "Latin-America",
       "development-economics"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Development Economics"
+    ]
   },
   {
     "title": "Worms: Identifying Impacts on Education and Health in the Presence of Treatment Externalities",
@@ -2701,7 +3402,11 @@
       "development-economics",
       "education"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Development Economics"
+    ]
   },
   {
     "title": "The Illusion of Sustainability",
@@ -2717,7 +3422,11 @@
       "development-economics",
       "education"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Development Economics"
+    ]
   },
   {
     "title": "Creating Markets for New Vaccines Part I: Rationale",
@@ -2732,7 +3441,11 @@
     "tags": [
       "development-economics"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Development Economics"
+    ]
   },
   {
     "title": "The Long-Term Effects of Africa's Slave Trades",
@@ -2747,7 +3460,11 @@
     "tags": [
       "development-economics"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Development Economics"
+    ]
   },
   {
     "title": "Economic Reform and the Process of Global Integration",
@@ -2762,7 +3479,11 @@
     "tags": [
       "development-economics"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Development Economics"
+    ]
   },
   {
     "title": "The Microfinance Promise",
@@ -2771,15 +3492,21 @@
     "type": "paper",
     "topic": "Development Economics",
     "url": "https://wagner.nyu.edu/files/faculty/publications/1999-12-Microfinance_Promise.pdf",
-    "description": "Comprehensive review of microfinance finding that while innovative contractual forms explain high repayment rates, high repayment has not translated into profits, and evidence on poverty impacts is mixed.",
+    "description": "Comprehensive review in the Journal of Economic Literature analyzing how microfinance programs achieve high repayment rates through group-lending contracts, while noting that high repayment has not always translated into profits or clear poverty impacts.",
     "id": "the-microfinance-promise",
     "access_type": "check_access",
     "tags": [
       "development-economics",
       "microfinance",
-      "poverty"
+      "poverty",
+      "livelihoods"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Development Economics",
+      "Livelihoods"
+    ]
   },
   {
     "title": "Do Rural Banks Matter? Evidence from the Indian Social Banking Experiment",
@@ -2796,7 +3523,11 @@
       "development-economics",
       "poverty"
     ],
-    "verified": false
+    "link_status": "unknown",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Development Economics"
+    ]
   },
   {
     "title": "Land Reform, Poverty Reduction, and Growth: Evidence from India",
@@ -2814,7 +3545,11 @@
       "panel-data",
       "poverty"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Development Economics"
+    ]
   },
   {
     "title": "Institutions and Development: A View from Below",
@@ -2830,7 +3565,11 @@
       "development-economics",
       "institutions"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Development Economics"
+    ]
   },
   {
     "title": "Why Are Indian Children So Short? The Role of Birth Order and Son Preference",
@@ -2848,7 +3587,11 @@
       "gender",
       "nutrition"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Development Economics"
+    ]
   },
   {
     "title": "The Digital Provide: Information (Technology), Market Performance, and Welfare in the South Indian Fisheries Sector",
@@ -2866,7 +3609,11 @@
       "digital",
       "mobile-technology"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Development Economics"
+    ]
   },
   {
     "title": "Misallocation and Manufacturing TFP in China and India",
@@ -2882,7 +3629,11 @@
       "India",
       "development-economics"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Development Economics"
+    ]
   },
   {
     "title": "Entitled to Work: Urban Property Rights and Labor Supply in Peru",
@@ -2897,7 +3648,11 @@
     "tags": [
       "development-economics"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Development Economics"
+    ]
   },
   {
     "title": "Risk and Insurance in Village India",
@@ -2913,7 +3668,11 @@
       "India",
       "development-economics"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Development Economics"
+    ]
   },
   {
     "title": "Top Incomes in the Long Run of History",
@@ -2929,7 +3688,11 @@
       "development-economics",
       "survey-data"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Development Economics"
+    ]
   },
   {
     "title": "Income Distribution and Macroeconomics",
@@ -2944,7 +3707,11 @@
     "tags": [
       "development-economics"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Development Economics"
+    ]
   },
   {
     "title": "Poverty, Inequality, and Growth: Trends, Policies, and Controversies",
@@ -2961,7 +3728,11 @@
       "inequality",
       "poverty"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Development Economics"
+    ]
   },
   {
     "title": "Growth, Inequality, and Poverty Reduction in Developing Countries",
@@ -2978,7 +3749,11 @@
       "inequality",
       "poverty"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Development Economics"
+    ]
   },
   {
     "title": "Inequality and Growth: A Review on a Great Open Debate in Economics",
@@ -2994,7 +3769,11 @@
       "development-economics",
       "inequality"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Development Economics"
+    ]
   },
   {
     "title": "World Development Report 2004: Making Services Work for Poor People",
@@ -3009,9 +3788,20 @@
     "tags": [
       "WASH",
       "development-economics",
-      "education"
+      "education",
+      "public-health",
+      "public-policy-governance"
+    ],
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Development Economics",
+      "Public Health",
+      "Public Policy & Governance"
     ],
-    "verified": false
+    "alt_urls": [
+      "https://openknowledge.worldbank.org/entities/publication/c7755269-fa9d-5a07-9471-4ea35492b1d9"
+    ]
   },
   {
     "title": "Global Poverty Revisited Using 2021 PPPs",
@@ -3029,7 +3819,11 @@
       "development-economics",
       "poverty"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Development Economics"
+    ]
   },
   {
     "title": "Halving Global Poverty",
@@ -3045,7 +3839,11 @@
       "development-economics",
       "poverty"
     ],
-    "verified": false
+    "link_status": "unknown",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Development Economics"
+    ]
   },
   {
     "title": "Universal Basic Income in the Developing World",
@@ -3062,7 +3860,11 @@
       "cash-transfers",
       "development-economics"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Development Economics"
+    ]
   },
   {
     "title": "The Influence of Randomized Controlled Trials on Development Economics Research and on Development Policy",
@@ -3071,14 +3873,20 @@
     "type": "paper",
     "topic": "Development Economics",
     "url": "https://economics.mit.edu/sites/default/files/publications/2016.09%20the-influence-of-rcts-on-developmental-eco.pdf",
-    "description": "Reviews how randomized controlled trials have transformed development economics research and policy since the early 2000s, documenting the growing share of RCTs in top journals and their influence on development practice.",
+    "description": "Documents the dramatic rise of RCTs in development economics from 8% of BREAD conference papers in 2005 to 63% in 2010, analysing how experimental methods have influenced both academic research and policy in global development.",
     "id": "the-influence-of-randomized-controlled-trials-on-development-economics-research",
     "access_type": "free_to_read",
     "tags": [
       "RCT",
-      "development-economics"
+      "development-economics",
+      "meal-evaluation"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Development Economics",
+      "MEAL & Evaluation"
+    ]
   },
   {
     "title": "World Development Report 2023: Migrants, Refugees, and Societies",
@@ -3094,7 +3902,11 @@
       "development-economics",
       "migration"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Development Economics"
+    ]
   },
   {
     "title": "World Development Report 2024: The Middle-Income Trap",
@@ -3109,7 +3921,11 @@
     "tags": [
       "development-economics"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Development Economics"
+    ]
   },
   {
     "title": "World Development Report 2013: Jobs",
@@ -3118,13 +3934,20 @@
     "type": "book",
     "topic": "Development Economics",
     "url": "https://openknowledge.worldbank.org/handle/10986/11843",
-    "description": "Argues that jobs are the cornerstone of development, driving living standards, productivity, and social cohesion.",
+    "description": "World Bank flagship report analyzing how jobs drive development by reducing poverty, empowering women, and building social cohesion, emphasizing that the private sector accounts for 90% of jobs in developing countries.",
     "id": "world-development-report-2013-jobs",
     "access_type": "open_access",
     "tags": [
-      "development-economics"
+      "development-economics",
+      "livelihoods",
+      "poverty"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Development Economics",
+      "Livelihoods"
+    ]
   },
   {
     "title": "Poor Economics: A Radical Rethinking of the Way to Fight Global Poverty",
@@ -3142,7 +3965,11 @@
       "education",
       "poverty"
     ],
-    "verified": false
+    "link_status": "unknown",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Development Economics"
+    ]
   },
   {
     "title": "Good Economics for Hard Times",
@@ -3160,7 +3987,11 @@
       "migration",
       "survey-data"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Development Economics"
+    ]
   },
   {
     "title": "Human Development Report 2023/24",
@@ -3175,7 +4006,11 @@
     "tags": [
       "development-economics"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Development Economics"
+    ]
   },
   {
     "title": "Trade and Development Report 2023",
@@ -3190,7 +4025,11 @@
     "tags": [
       "development-economics"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Development Economics"
+    ]
   },
   {
     "title": "The World Inequality Report 2022",
@@ -3206,7 +4045,11 @@
       "development-economics",
       "inequality"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Development Economics"
+    ]
   },
   {
     "title": "Why Nations Fail: The Origins of Power, Prosperity, and Poverty",
@@ -3223,7 +4066,11 @@
       "institutions",
       "poverty"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Development Economics"
+    ]
   },
   {
     "title": "The Great Indian Poverty Debate",
@@ -3240,7 +4087,11 @@
       "development-economics",
       "poverty"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Development Economics"
+    ]
   },
   {
     "title": "World Report on Disability",
@@ -3258,7 +4109,11 @@
       "education",
       "employment"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Disability & Inclusion"
+    ]
   },
   {
     "title": "Disability Inclusion and Accountability Framework",
@@ -3274,7 +4129,11 @@
       "disability",
       "disability-inclusion"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Disability & Inclusion"
+    ]
   },
   {
     "title": "Global Report on Assistive Technology",
@@ -3289,7 +4148,11 @@
     "tags": [
       "disability-inclusion"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Disability & Inclusion"
+    ]
   },
   {
     "title": "Disability and Poverty in Developing Countries: A Multidimensional Study",
@@ -3308,7 +4171,11 @@
       "employment",
       "poverty"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Disability & Inclusion"
+    ]
   },
   {
     "title": "Convention on the Rights of Persons with Disabilities (CRPD)",
@@ -3324,7 +4191,11 @@
       "disability",
       "disability-inclusion"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Disability & Inclusion"
+    ]
   },
   {
     "title": "Inclusive Education for Students with Disabilities: A Review of the Best Evidence",
@@ -3340,7 +4211,11 @@
       "disability-inclusion",
       "education"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Disability & Inclusion"
+    ]
   },
   {
     "title": "WHO Global Disability Action Plan 2014-2021: Better Health for All People with Disability",
@@ -3356,7 +4231,11 @@
       "disability",
       "disability-inclusion"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Disability & Inclusion"
+    ]
   },
   {
     "title": "Disability and Development: An Overview",
@@ -3373,7 +4252,11 @@
       "disability-inclusion",
       "employment"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Disability & Inclusion"
+    ]
   },
   {
     "title": "Community-Based Rehabilitation: CBR Guidelines",
@@ -3389,7 +4272,11 @@
       "disability-inclusion",
       "education"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Disability & Inclusion"
+    ]
   },
   {
     "title": "The Relationship Between Disability and Poverty: What Is Known and What Does It Mean for Policy?",
@@ -3408,7 +4295,11 @@
       "nutrition",
       "poverty"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Disability & Inclusion"
+    ]
   },
   {
     "title": "Global Status Report on Road Safety 2018",
@@ -3424,7 +4315,11 @@
       "disability",
       "disability-inclusion"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Disability & Inclusion"
+    ]
   },
   {
     "title": "Disability, Poverty, and Schooling in Developing Countries: Results from 14 Household Surveys",
@@ -3443,7 +4338,11 @@
       "poverty",
       "survey-data"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Disability & Inclusion"
+    ]
   },
   {
     "title": "UN Flagship Report on Disability and Development 2018",
@@ -3459,7 +4358,11 @@
       "disability",
       "disability-inclusion"
     ],
-    "verified": false
+    "link_status": "unknown",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Disability & Inclusion"
+    ]
   },
   {
     "title": "Mental Health and Development: Targeting People with Mental Health Conditions as a Vulnerable Group",
@@ -3477,7 +4380,11 @@
       "poverty",
       "social-protection"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Disability & Inclusion"
+    ]
   },
   {
     "title": "Disability Measurement and Monitoring Using the Washington Group Questions",
@@ -3494,7 +4401,11 @@
       "disability-inclusion",
       "survey-data"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Disability & Inclusion"
+    ]
   },
   {
     "title": "Global Burden of Disease Study: Disability Prevalence and Trends",
@@ -3510,7 +4421,11 @@
       "disability",
       "disability-inclusion"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Disability & Inclusion"
+    ]
   },
   {
     "title": "Rehabilitation 2030: A Call for Action",
@@ -3525,7 +4440,11 @@
     "tags": [
       "disability-inclusion"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Disability & Inclusion"
+    ]
   },
   {
     "title": "Disability-Inclusive Development Toolkit",
@@ -3541,7 +4460,11 @@
       "disability",
       "disability-inclusion"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Disability & Inclusion"
+    ]
   },
   {
     "title": "The Extra Costs of Living with a Disability: A Systematic Review and Meta-Analysis",
@@ -3559,7 +4482,11 @@
       "meta-analysis",
       "systematic-review"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Disability & Inclusion"
+    ]
   },
   {
     "title": "Leaving No One Behind: The Role of Disability Data in Tracking Progress",
@@ -3576,7 +4503,11 @@
       "disability-inclusion",
       "survey-data"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Disability & Inclusion"
+    ]
   },
   {
     "title": "Global Report on Health Equity for Persons with Disabilities",
@@ -3591,7 +4522,11 @@
     "tags": [
       "disability-inclusion"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Disability & Inclusion"
+    ]
   },
   {
     "title": "Disability, Poverty and Development",
@@ -3608,7 +4543,11 @@
       "disability-inclusion",
       "poverty"
     ],
-    "verified": false
+    "link_status": "broken",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Disability & Inclusion"
+    ]
   },
   {
     "title": "Assistive Technology: Global Report",
@@ -3623,7 +4562,11 @@
     "tags": [
       "disability-inclusion"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Disability & Inclusion"
+    ]
   },
   {
     "title": "Nothing About Us Without Us: Disability and Development",
@@ -3639,7 +4582,11 @@
       "disability",
       "disability-inclusion"
     ],
-    "verified": false
+    "link_status": "unknown",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Disability & Inclusion"
+    ]
   },
   {
     "title": "Inclusive Education for Children with Disabilities",
@@ -3655,7 +4602,11 @@
       "disability-inclusion",
       "education"
     ],
-    "verified": false
+    "link_status": "broken",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Disability & Inclusion"
+    ]
   },
   {
     "title": "Disability Data in Household Surveys: The Washington Group Approach",
@@ -3672,7 +4623,11 @@
       "disability-inclusion",
       "survey-data"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Disability & Inclusion"
+    ]
   },
   {
     "title": "World Development Report 2018: Learning to Realize Education's Promise",
@@ -3687,7 +4642,11 @@
     "tags": [
       "education"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Education"
+    ]
   },
   {
     "title": "The Effect of Girls' Education on Health Outcomes: Fact Sheet",
@@ -3705,7 +4664,11 @@
       "education",
       "girls-education"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Education"
+    ]
   },
   {
     "title": "Making Schools Work: New Evidence on Accountability Reforms",
@@ -3720,7 +4683,11 @@
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@@ -3736,7 +4703,11 @@
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@@ -3752,7 +4723,11 @@
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@@ -3769,7 +4744,11 @@
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@@ -3785,7 +4764,11 @@
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@@ -3801,7 +4784,11 @@
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@@ -3816,7 +4803,11 @@
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@@ -3831,7 +4822,11 @@
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@@ -3847,7 +4842,11 @@
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@@ -3862,7 +4861,11 @@
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@@ -3877,7 +4880,11 @@
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@@ -3893,7 +4900,11 @@
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@@ -3908,7 +4919,11 @@
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@@ -3923,7 +4938,11 @@
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@@ -3939,7 +4958,11 @@
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@@ -3955,7 +4978,11 @@
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@@ -3972,7 +4999,11 @@
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@@ -3987,7 +5018,11 @@
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@@ -3995,14 +5030,18 @@
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     "topic": "Energy & Just Transition",
-    "url": "https://www.worldbank.org/en/topic/energy/publication/tracking-sdg7-the-energy-progress-report-2024",
+    "url": "https://trackingsdg7.esmap.org/",
     "description": "The custodian agencies' annual assessment of global progress toward universal access to affordable, reliable, sustainable energy.",
     "id": "tracking-sdg-7-the-energy-progress-report-2024",
-    "access_type": "free_to_read",
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     "tags": [
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-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23",
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   {
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@@ -4017,7 +5056,11 @@
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+    "link_status": "blocked",
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   {
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@@ -4032,7 +5075,11 @@
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+    "link_status": "blocked",
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@@ -4047,7 +5094,11 @@
     "tags": [
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+    "link_status": "blocked",
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@@ -4062,7 +5113,11 @@
     "tags": [
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+    "link_status": "blocked",
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   {
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@@ -4077,7 +5132,11 @@
     "tags": [
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+    "link_status": "ok",
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@@ -4093,7 +5152,11 @@
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+    "link_status": "blocked",
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@@ -4108,7 +5171,11 @@
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+    "link_status": "ok",
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@@ -4123,7 +5190,11 @@
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@@ -4139,7 +5210,11 @@
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@@ -4154,7 +5229,11 @@
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@@ -4171,7 +5250,11 @@
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@@ -4190,7 +5273,11 @@
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@@ -4206,7 +5293,11 @@
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+    "link_status": "blocked",
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@@ -4221,7 +5312,11 @@
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+    "link_status": "ok",
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@@ -4240,7 +5335,11 @@
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@@ -4255,7 +5354,11 @@
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+    "link_status": "ok",
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@@ -4272,7 +5375,11 @@
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@@ -4291,7 +5398,11 @@
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+    "link_status": "ok",
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@@ -4306,7 +5417,11 @@
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+    "link_status": "ok",
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@@ -4322,7 +5437,11 @@
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+    "link_status": "ok",
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@@ -4338,7 +5457,11 @@
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+    "link_status": "ok",
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@@ -4354,7 +5477,11 @@
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+    "link_status": "ok",
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@@ -4369,7 +5496,11 @@
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+    "link_status": "ok",
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@@ -4384,7 +5515,11 @@
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+    "link_status": "ok",
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@@ -4400,7 +5535,11 @@
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+    "link_status": "ok",
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@@ -4416,7 +5555,11 @@
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+    "link_status": "ok",
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@@ -4431,7 +5574,11 @@
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+    "link_status": "blocked",
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   {
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@@ -4448,7 +5595,11 @@
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@@ -4456,16 +5607,21 @@
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     "type": "grey_literature",
     "topic": "Financial Inclusion",
-    "url": "https://www.povertyactionlab.org/evaluation/measuring-impact-microcredit-hyderabad-india",
+    "url": "https://www.aeaweb.org/articles?id=10.1257/app.20140287",
     "description": "The synthesis showing that microcredit expands business activity but has modest average effects on income and well-being.",
     "id": "six-randomized-evaluations-of-microcredit",
-    "access_type": "open_access",
+    "access_type": "check_access",
     "tags": [
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       "financial-inclusion",
       "microfinance"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "doi": "10.1257/app.20140287",
+    "topics": [
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+    ]
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   {
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@@ -4482,7 +5638,11 @@
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     ],
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+    "link_status": "ok",
+    "link_checked": "2026-09-23",
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@@ -4500,7 +5660,11 @@
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@@ -4516,7 +5680,11 @@
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+    "link_status": "ok",
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@@ -4534,7 +5702,11 @@
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+    "link_status": "ok",
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   {
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@@ -4549,7 +5721,11 @@
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@@ -4566,7 +5742,11 @@
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@@ -4582,7 +5762,11 @@
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@@ -4598,7 +5782,11 @@
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@@ -4617,7 +5805,11 @@
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+    "link_status": "ok",
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@@ -4634,7 +5826,11 @@
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+    "link_status": "ok",
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@@ -4650,7 +5846,11 @@
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@@ -4665,7 +5865,11 @@
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+    "link_status": "ok",
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@@ -4682,7 +5886,11 @@
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+    "link_status": "ok",
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@@ -4700,7 +5908,11 @@
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+    "link_status": "ok",
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@@ -4717,7 +5929,11 @@
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+    "link_status": "ok",
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@@ -4736,7 +5952,11 @@
       "gender-social-inclusion",
       "social-protection"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Gender & Social Inclusion"
+    ]
   },
   {
     "title": "Caste, Gender and Jati: An Intersectional Analysis Aimed at Better Targeting Poverty Alleviation and Women's Empowerment in Bihar, Orissa and Tamil Nadu",
@@ -4756,7 +5976,11 @@
       "poverty",
       "womens-empowerment"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Gender & Social Inclusion"
+    ]
   },
   {
     "title": "Caste-Gender Intersections in Contemporary India",
@@ -4775,7 +5999,11 @@
       "gender",
       "gender-social-inclusion"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Gender & Social Inclusion"
+    ]
   },
   {
     "title": "Gender Equality and Social Inclusion in South Asia: An Assessment for Action",
@@ -4794,7 +6022,11 @@
       "gender-social-inclusion",
       "inequality"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Gender & Social Inclusion"
+    ]
   },
   {
     "title": "Framework for Integrating Gender Equality and Social Inclusion in ADB's South Asia Operations",
@@ -4815,7 +6047,11 @@
       "gender",
       "gender-social-inclusion"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Gender & Social Inclusion"
+    ]
   },
   {
     "title": "Gender Equality and Disability Inclusion: Guidelines to Address the Specific Needs of Women and Girls with Disabilities",
@@ -4833,7 +6069,11 @@
       "gender-social-inclusion",
       "poverty"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Gender & Social Inclusion"
+    ]
   },
   {
     "title": "Disability Inclusion in Gender-Based Violence Programming",
@@ -4851,7 +6091,11 @@
       "gender",
       "gender-social-inclusion"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Gender & Social Inclusion"
+    ]
   },
   {
     "title": "UNDP LGBTI Inclusion Index: Report on the Pilot Implementation",
@@ -4867,7 +6111,11 @@
       "education",
       "gender-social-inclusion"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Gender & Social Inclusion"
+    ]
   },
   {
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@@ -4885,7 +6133,11 @@
       "gender-social-inclusion",
       "womens-empowerment"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Gender & Social Inclusion"
+    ]
   },
   {
     "title": "Measurement Properties of the Project-Level Women's Empowerment in Agriculture Index",
@@ -4905,7 +6157,11 @@
       "gender-social-inclusion",
       "womens-empowerment"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Gender & Social Inclusion"
+    ]
   },
   {
     "title": "SIGI 2023 Global Report: Gender Equality in Times of Crisis",
@@ -4922,7 +6178,11 @@
       "gender-social-inclusion",
       "institutions"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Gender & Social Inclusion"
+    ]
   },
   {
     "title": "Gender Quotas and Female Leadership: A Review",
@@ -4941,7 +6201,11 @@
       "governance",
       "local-governance"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Gender & Social Inclusion"
+    ]
   },
   {
     "title": "Voice and Agency: Empowering Women and Girls for Shared Prosperity",
@@ -4956,7 +6220,11 @@
     "tags": [
       "gender-social-inclusion"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Gender & Social Inclusion"
+    ]
   },
   {
     "title": "Women's Access to Land: An Asian Perspective",
@@ -4972,7 +6240,11 @@
       "gender",
       "gender-social-inclusion"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Gender & Social Inclusion"
+    ]
   },
   {
     "title": "Women's Inheritance Rights and Intergenerational Transmission of Resources in India",
@@ -4989,7 +6261,11 @@
       "education",
       "gender-social-inclusion"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Gender & Social Inclusion"
+    ]
   },
   {
     "title": "Gender and Land Compendium of Country Studies",
@@ -5006,7 +6282,11 @@
       "gender",
       "gender-social-inclusion"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Gender & Social Inclusion"
+    ]
   },
   {
     "title": "More Than 100 Million Women Are Missing",
@@ -5023,7 +6303,11 @@
       "gender-social-inclusion",
       "nutrition"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Gender & Social Inclusion"
+    ]
   },
   {
     "title": "Missing Women and the Price of Tea in China: The Effect of Sex-Specific Earnings on Sex Imbalance",
@@ -5038,7 +6322,11 @@
     "tags": [
       "gender-social-inclusion"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Gender & Social Inclusion"
+    ]
   },
   {
     "title": "Intrahousehold Resource Allocation in Cote d'Ivoire: Social Norms, Separate Accounts and Consumption Choices",
@@ -5054,7 +6342,11 @@
       "gender",
       "gender-social-inclusion"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Gender & Social Inclusion"
+    ]
   },
   {
     "title": "Improving Maternal and Reproductive Health in South Asia",
@@ -5071,7 +6363,11 @@
       "gender-social-inclusion",
       "maternal-health"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Gender & Social Inclusion"
+    ]
   },
   {
     "title": "Adding It Up: Investing in Sexual and Reproductive Health 2019",
@@ -5086,7 +6382,11 @@
     "tags": [
       "gender-social-inclusion"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Gender & Social Inclusion"
+    ]
   },
   {
     "title": "State of World Population 2021: My Body is My Own",
@@ -5101,7 +6401,11 @@
     "tags": [
       "gender-social-inclusion"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Gender & Social Inclusion"
+    ]
   },
   {
     "title": "ILO Action Plan for Gender Equality 2022-2025",
@@ -5117,7 +6421,11 @@
       "gender",
       "gender-social-inclusion"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Gender & Social Inclusion"
+    ]
   },
   {
     "title": "World Development Report 2012: Gender Equality and Development",
@@ -5133,7 +6441,11 @@
       "gender",
       "gender-social-inclusion"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Gender & Social Inclusion"
+    ]
   },
   {
     "title": "Progress of the World's Women 2019-2020: Families in a Changing World",
@@ -5148,7 +6460,11 @@
     "tags": [
       "gender-social-inclusion"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Gender & Social Inclusion"
+    ]
   },
   {
     "title": "Gender at Work: A Companion to the World Development Report on Jobs",
@@ -5164,7 +6480,11 @@
       "gender",
       "gender-social-inclusion"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Gender & Social Inclusion"
+    ]
   },
   {
     "title": "The State of the World's Children 2023",
@@ -5172,14 +6492,18 @@
     "year": 2023,
     "type": "grey_literature",
     "topic": "Gender & Social Inclusion",
-    "url": "https://www.unicef.org/reports/state-worlds-children",
+    "url": "https://www.unicef.org/reports/state-worlds-children-2023",
     "description": "UNICEF's flagship on children's rights and wellbeing, with a focus on immunisation and equity.",
     "id": "the-state-of-the-worlds-children-2023",
     "access_type": "open_access",
     "tags": [
       "gender-social-inclusion"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Gender & Social Inclusion"
+    ]
   },
   {
     "title": "Caste, Discrimination and Exclusion in Modern India",
@@ -5187,7 +6511,7 @@
     "year": 2010,
     "type": "book",
     "topic": "Gender & Social Inclusion",
-    "url": "https://in.sagepub.com/en-in/sas/blocked-by-caste/book234286",
+    "url": "https://global.oup.com/academic/product/blocked-by-caste-9780198060802",
     "description": "'Blocked by Caste'—empirical studies of economic discrimination against Dalits and Adivasis in Indian labour and credit markets.",
     "id": "caste-discrimination-and-exclusion-in-modern-india",
     "access_type": "check_access",
@@ -5196,7 +6520,11 @@
       "caste",
       "gender-social-inclusion"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Gender & Social Inclusion"
+    ]
   },
   {
     "title": "Half the Sky: Turning Oppression into Opportunity for Women Worldwide",
@@ -5214,7 +6542,11 @@
       "gender-social-inclusion",
       "maternal-health"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Gender & Social Inclusion"
+    ]
   },
   {
     "title": "Making Women Count: Gender Data and the SDGs",
@@ -5222,7 +6554,7 @@
     "year": 2018,
     "type": "grey_literature",
     "topic": "Gender & Social Inclusion",
-    "url": "https://data.unwomen.org/publications/turning-promises-action-gender-equality-2030-agenda",
+    "url": "https://www.unwomen.org/en/digital-library/publications/2018/2/gender-equality-in-the-2030-agenda-for-sustainable-development-2018",
     "description": "'Turning Promises into Action'—UN Women's monitoring report on gender equality across the 2030 Agenda.",
     "id": "making-women-count-gender-data-and-the-sdgs",
     "access_type": "check_access",
@@ -5230,7 +6562,11 @@
       "gender",
       "gender-social-inclusion"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Gender & Social Inclusion"
+    ]
   },
   {
     "title": "Intersectionality and Development",
@@ -5245,7 +6581,11 @@
     "tags": [
       "gender-social-inclusion"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Gender & Social Inclusion"
+    ]
   },
   {
     "title": "Sustainable Rural Livelihoods: Practical Concepts for the 21st Century",
@@ -5261,7 +6601,11 @@
       "livelihoods",
       "poverty"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Livelihoods"
+    ]
   },
   {
     "title": "Voices of the Poor: Crying Out for Change",
@@ -5276,7 +6620,11 @@
     "tags": [
       "livelihoods"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Livelihoods"
+    ]
   },
   {
     "title": "Human Development Report 2015: Work for Human Development",
@@ -5293,7 +6641,11 @@
       "livelihoods",
       "poverty"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Livelihoods"
+    ]
   },
   {
     "title": "Women Empowerment and Economic Development",
@@ -5310,7 +6662,11 @@
       "livelihoods",
       "womens-empowerment"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Livelihoods"
+    ]
   },
   {
     "title": "Six Randomized Evaluations of Microcredit: Introduction and Further Steps",
@@ -5327,7 +6683,11 @@
       "livelihoods",
       "microfinance"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Livelihoods"
+    ]
   },
   {
     "title": "Microcredit Impacts: Evidence from a Randomized Microcredit Program Placement Experiment by Compartamos Banco",
@@ -5344,7 +6704,11 @@
       "livelihoods",
       "microfinance"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Livelihoods"
+    ]
   },
   {
     "title": "The Impacts of Microfinance: Evidence from Joint-Liability Lending in Mongolia",
@@ -5362,7 +6726,11 @@
       "microfinance",
       "poverty"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Livelihoods"
+    ]
   },
   {
     "title": "The Impacts of Microcredit: Evidence from Bosnia and Herzegovina",
@@ -5381,7 +6749,11 @@
       "livelihoods",
       "microfinance"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Livelihoods"
+    ]
   },
   {
     "title": "Repayment Frequency and Default in Microfinance: Evidence from India",
@@ -5398,7 +6770,11 @@
       "livelihoods",
       "microfinance"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Livelihoods"
+    ]
   },
   {
     "title": "Repayment Flexibility Can Reduce Financial Stress: A Randomized Control Trial with Microfinance Clients in India",
@@ -5417,7 +6793,11 @@
       "livelihoods",
       "microfinance"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Livelihoods"
+    ]
   },
   {
     "title": "Participation in Microfinance-Based Self Help Groups in India: Who Becomes a Member and for How Long?",
@@ -5435,7 +6815,11 @@
       "livelihoods",
       "microfinance"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Livelihoods"
+    ]
   },
   {
     "title": "Rural Credit Programs and Women's Empowerment in Bangladesh",
@@ -5452,7 +6836,11 @@
       "livelihoods",
       "womens-empowerment"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Livelihoods"
+    ]
   },
   {
     "title": "Savings Constraints and Microenterprise Development: Evidence from a Field Experiment in Kenya",
@@ -5467,7 +6855,11 @@
     "tags": [
       "livelihoods"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Livelihoods"
+    ]
   },
   {
     "title": "Microentrepreneurship in Developing Countries",
@@ -5483,7 +6875,11 @@
       "livelihoods",
       "microfinance"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Livelihoods"
+    ]
   },
   {
     "title": "Why Do People Stay Poor?",
@@ -5500,7 +6896,11 @@
       "livelihoods",
       "poverty"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Livelihoods"
+    ]
   },
   {
     "title": "From Extreme Poverty to Sustainable Livelihoods: A Technical Guide to the Graduation Approach",
@@ -5518,7 +6918,11 @@
       "poverty",
       "ultra-poor"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Livelihoods"
+    ]
   },
   {
     "title": "Graduation Pathways: Increasing Income and Resilience for the Extreme Poor",
@@ -5536,7 +6940,11 @@
       "livelihoods",
       "poverty"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Livelihoods"
+    ]
   },
   {
     "title": "Crafting a Graduation Pathway for the Ultra Poor: Lessons and Evidence from a BRAC Programme",
@@ -5553,7 +6961,11 @@
       "graduation-approach",
       "livelihoods"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Livelihoods"
+    ]
   },
   {
     "title": "Vocational and Skills Training Programs to Improve Labor Market Outcomes",
@@ -5570,7 +6982,11 @@
       "labor-markets",
       "livelihoods"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Livelihoods"
+    ]
   },
   {
     "title": "Generating Skilled Self-Employment in Developing Countries: Experimental Evidence from Uganda",
@@ -5587,7 +7003,11 @@
       "employment",
       "livelihoods"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Livelihoods"
+    ]
   },
   {
     "title": "Safe Spaces with Vocational and Life Skills Training for Young Women's Economic and Social Empowerment in Uganda",
@@ -5602,7 +7022,11 @@
     "tags": [
       "livelihoods"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Livelihoods"
+    ]
   },
   {
     "title": "Youth Aspirations and the Reality of Jobs in Developing Countries: Mind the Gap",
@@ -5620,7 +7044,11 @@
       "livelihoods",
       "survey-data"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Livelihoods"
+    ]
   },
   {
     "title": "Economics and Emigration: Trillion-Dollar Bills on the Sidewalk?",
@@ -5636,7 +7064,11 @@
       "livelihoods",
       "migration"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Livelihoods"
+    ]
   },
   {
     "title": "International Migration, Remittances, and Household Investment: Evidence from Philippine Migrants' Exchange Rate Shocks",
@@ -5653,7 +7085,11 @@
       "livelihoods",
       "migration"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Livelihoods"
+    ]
   },
   {
     "title": "Remittances and Poverty in Migrants' Home Areas: Evidence from the Philippines",
@@ -5669,7 +7105,11 @@
       "livelihoods",
       "poverty"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Livelihoods"
+    ]
   },
   {
     "title": "Investing in Smallholder Agriculture for Food Security",
@@ -5686,7 +7126,11 @@
       "food-security",
       "livelihoods"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Livelihoods"
+    ]
   },
   {
     "title": "Smallholders, Food Security, and the Environment",
@@ -5704,7 +7148,11 @@
       "food-security",
       "livelihoods"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Livelihoods"
+    ]
   },
   {
     "title": "Rural Development Report 2021: Transforming Food Systems for Rural Prosperity",
@@ -5719,7 +7167,11 @@
     "tags": [
       "livelihoods"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Livelihoods"
+    ]
   },
   {
     "title": "Rural Development Report 2019: Creating Opportunities for Rural Youth",
@@ -5735,7 +7187,11 @@
       "livelihoods",
       "migration"
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+    "link_status": "blocked",
+    "link_checked": "2026-09-23",
+    "topics": [
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+    ]
   },
   {
     "title": "Linking African Smallholders to High-Value Markets",
@@ -5751,7 +7207,11 @@
       "livelihoods",
       "poverty"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Livelihoods"
+    ]
   },
   {
     "title": "Working with Smallholders: A Handbook for Firms Building Sustainable Supply Chains",
@@ -5768,7 +7228,11 @@
       "supply-chains",
       "value-chains"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Livelihoods"
+    ]
   },
   {
     "title": "Value Chain Microfinance",
@@ -5785,7 +7249,11 @@
       "microfinance",
       "value-chains"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Livelihoods"
+    ]
   },
   {
     "title": "The Impact of Ethiopia's Productive Safety Net Programme and its Linkages",
@@ -5803,7 +7271,11 @@
       "livelihoods",
       "social-protection"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Livelihoods"
+    ]
   },
   {
     "title": "Enhancing Productivity in the Urban Informal Economy",
@@ -5818,7 +7290,11 @@
     "tags": [
       "livelihoods"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Livelihoods"
+    ]
   },
   {
     "title": "The Informal Economy and Decent Work: A Policy Resource Guide",
@@ -5835,7 +7311,11 @@
       "livelihoods",
       "social-protection"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Livelihoods"
+    ]
   },
   {
     "title": "The Urban Informal Economy: Achieving Prospering and Territorial Equality",
@@ -5852,7 +7332,11 @@
       "governance",
       "livelihoods"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Livelihoods"
+    ]
   },
   {
     "title": "Informal Economy and the World Bank",
@@ -5869,7 +7353,11 @@
       "labor-markets",
       "livelihoods"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Livelihoods"
+    ]
   },
   {
     "title": "World Employment and Social Outlook: Trends 2024",
@@ -5887,7 +7375,11 @@
       "labor-markets",
       "livelihoods"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Livelihoods"
+    ]
   },
   {
     "title": "Can Social Enterprises Aid Sustainable Development? Evidence from Multi-Stage Investigations",
@@ -5906,7 +7398,11 @@
       "education",
       "livelihoods"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
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+    ]
   },
   {
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@@ -5922,7 +7418,11 @@
       "Latin-America",
       "livelihoods"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Livelihoods"
+    ]
   },
   {
     "title": "Growing the Rural Non-Farm Economy to Alleviate Poverty: An IEG Evaluation of World Bank Group Support 2004-2014",
@@ -5938,7 +7438,11 @@
       "livelihoods",
       "poverty"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23",
+    "topics": [
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+    ]
   },
   {
     "title": "Sustainable Livelihoods Framework",
@@ -5946,14 +7450,18 @@
     "year": 1999,
     "type": "grey_literature",
     "topic": "Livelihoods",
-    "url": "https://www.ennonline.net/dfidsustainableliving",
+    "url": "https://www.livelihoodscentre.org/documents/114097690/114438878/Sustainable+livelihoods+guidance+sheets.pdf",
     "description": "The foundational DFID guidance sheets that made 'sustainable livelihoods' a central lens in development practice.",
     "id": "sustainable-livelihoods-framework",
     "access_type": "check_access",
     "tags": [
       "livelihoods"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Livelihoods"
+    ]
   },
   {
     "title": "The Ultra-Poor Graduation Approach: Evidence",
@@ -5961,17 +7469,22 @@
     "year": 2015,
     "type": "grey_literature",
     "topic": "Livelihoods",
-    "url": "https://www.povertyactionlab.org/evaluation/impact-ultra-poor-graduation-programs-six-countries",
+    "url": "https://www.science.org/doi/10.1126/science.1260799",
     "description": "Six-country RCT evidence that the BRAC-pioneered graduation model produces lasting gains for the poorest households.",
     "id": "the-ultra-poor-graduation-approach-evidence",
-    "access_type": "open_access",
+    "access_type": "free_to_read",
     "tags": [
       "RCT",
       "graduation-approach",
       "livelihoods",
       "ultra-poor"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23",
+    "doi": "10.1126/science.1260799",
+    "topics": [
+      "Livelihoods"
+    ]
   },
   {
     "title": "Women and Men in the Informal Economy: A Statistical Picture",
@@ -5986,7 +7499,11 @@
     "tags": [
       "livelihoods"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
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+    ]
   },
   {
     "title": "The Future of Work in the Global South",
@@ -6001,7 +7518,11 @@
     "tags": [
       "livelihoods"
     ],
-    "verified": false
+    "link_status": "broken",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Livelihoods"
+    ]
   },
   {
     "title": "Skills Development and the Informal Sector",
@@ -6017,7 +7538,11 @@
       "informal-economy",
       "livelihoods"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
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+    ]
   },
   {
     "title": "Self-Help Groups and Women's Empowerment in India",
@@ -6035,7 +7560,11 @@
       "livelihoods",
       "womens-empowerment"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
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   },
   {
     "title": "Rural Non-Farm Economy and Livelihood Diversification",
@@ -6050,7 +7579,11 @@
     "tags": [
       "livelihoods"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Livelihoods"
+    ]
   },
   {
     "title": "Decent Work and the Sustainable Development Goals",
@@ -6058,7 +7591,7 @@
     "year": 2019,
     "type": "grey_literature",
     "topic": "Livelihoods",
-    "url": "https://www.ilo.org/global/topics/dw4sd",
+    "url": "https://www.ilo.org/topics/decent-work-and-2030-agenda-sustainable-development",
     "description": "ILO framework linking decent work, social protection, and the 2030 Agenda.",
     "id": "decent-work-and-the-sustainable-development-goals",
     "access_type": "open_access",
@@ -6066,7 +7599,11 @@
       "livelihoods",
       "social-protection"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Livelihoods"
+    ]
   },
   {
     "title": "Using Randomization in Development Economics Research: A Toolkit",
@@ -6075,14 +7612,23 @@
     "type": "paper",
     "topic": "MEAL & Evaluation",
     "url": "https://www.povertyactionlab.org/sites/default/files/research-paper/Using-Randomization-in-Development-Economics.pdf",
-    "description": "Foundational methodological toolkit for designing and conducting randomized evaluations in development economics, covering practical guidance on randomization techniques, sample size, and threats to validity.",
+    "description": "Foundational toolkit for conducting randomized evaluations in development economics, covering selection bias, sample size, stratification, imperfect compliance, and drawing general conclusions from experimental evidence.",
     "id": "using-randomization-in-development-economics-research-a-toolkit",
     "access_type": "open_access",
     "tags": [
       "RCT",
-      "meal-evaluation"
+      "meal-evaluation",
+      "research-methods"
+    ],
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "MEAL & Evaluation",
+      "Research Methods"
     ],
-    "verified": false
+    "alt_urls": [
+      "https://www.nber.org/system/files/working_papers/t0333/t0333.pdf"
+    ]
   },
   {
     "title": "Impact Evaluation in Practice, Second Edition",
@@ -6100,9 +7646,18 @@
       "impact-evaluation",
       "instrumental-variables",
       "meal-evaluation",
-      "regression-discontinuity"
+      "regression-discontinuity",
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+    ],
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "MEAL & Evaluation",
+      "Research Methods"
     ],
-    "verified": false
+    "alt_urls": [
+      "https://openknowledge.worldbank.org/entities/publication/ebbe3565-69ff-5fe2-b65d-11329cf45293"
+    ]
   },
   {
     "title": "Handbook on Impact Evaluation: Quantitative Methods and Practices",
@@ -6119,9 +7674,18 @@
       "impact-evaluation",
       "instrumental-variables",
       "meal-evaluation",
-      "regression-discontinuity"
+      "regression-discontinuity",
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+    ],
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "MEAL & Evaluation",
+      "Research Methods"
     ],
-    "verified": false
+    "alt_urls": [
+      "https://documents1.worldbank.org/curated/en/650951468335456749/pdf/520990PUB0EPI1101Official0Use0Only1.pdf"
+    ]
   },
   {
     "title": "Understanding and Misunderstanding Randomized Controlled Trials",
@@ -6137,7 +7701,11 @@
       "RCT",
       "meal-evaluation"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "MEAL & Evaluation"
+    ]
   },
   {
     "title": "Instruments, Randomization, and Learning about Development",
@@ -6154,7 +7722,11 @@
       "instrumental-variables",
       "meal-evaluation"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "MEAL & Evaluation"
+    ]
   },
   {
     "title": "Randomized Control Trials in the Field of Development: A Critical Perspective",
@@ -6170,7 +7742,11 @@
       "RCT",
       "meal-evaluation"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "MEAL & Evaluation"
+    ]
   },
   {
     "title": "Theory-Based Impact Evaluation: Principles and Practice",
@@ -6184,9 +7760,18 @@
     "access_type": "open_access",
     "tags": [
       "impact-evaluation",
-      "meal-evaluation"
+      "meal-evaluation",
+      "research-methods"
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+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "MEAL & Evaluation",
+      "Research Methods"
     ],
-    "verified": false
+    "alt_urls": [
+      "https://www.3ieimpact.org/sites/default/files/2017-11/Working_Paper_3.pdf"
+    ]
   },
   {
     "title": "Broadening the Range of Designs and Methods for Impact Evaluations",
@@ -6200,9 +7785,18 @@
     "access_type": "open_access",
     "tags": [
       "impact-evaluation",
-      "meal-evaluation"
+      "meal-evaluation",
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     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "MEAL & Evaluation",
+      "Research Methods"
+    ],
+    "alt_urls": [
+      "https://www.oecd.org/derec/50399683.pdf"
+    ]
   },
   {
     "title": "Models of Causality and Causal Inference",
@@ -6218,7 +7812,11 @@
       "impact-evaluation",
       "meal-evaluation"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "MEAL & Evaluation"
+    ]
   },
   {
     "title": "Quasi-Experimental Design and Methods",
@@ -6236,7 +7834,11 @@
       "quasi-experimental",
       "regression-discontinuity"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "MEAL & Evaluation"
+    ]
   },
   {
     "title": "Theory of Change (Methodological Briefs: Impact Evaluation No. 2)",
@@ -6244,7 +7846,7 @@
     "year": 2014,
     "type": "grey_literature",
     "topic": "MEAL & Evaluation",
-    "url": "https://www.entwicklung.at/fileadmin/user_upload/Dokumente/Evaluierung/Theory_of_Change/UNICEF_Theory_of_change.pdf",
+    "url": "https://www.unicef-irc.org/publications/747-theory-of-change-methodological-briefs-impact-evaluation-no-2.html",
     "description": "UNICEF methodological brief explaining how to develop and use theories of change in impact evaluation, covering situation analysis, causal pathways, assumptions testing, and the role of theory in evaluation design.",
     "id": "theory-of-change-methodological-briefs-impact-evaluation-no-2",
     "access_type": "check_access",
@@ -6253,7 +7855,11 @@
       "meal-evaluation",
       "theory-of-change"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "MEAL & Evaluation"
+    ]
   },
   {
     "title": "Applying a Theory of Change Approach to the Evaluation of Comprehensive Community Initiatives",
@@ -6269,7 +7875,11 @@
       "meal-evaluation",
       "theory-of-change"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "MEAL & Evaluation"
+    ]
   },
   {
     "title": "Outcome Mapping: Building Learning and Reflection into Development Programs",
@@ -6284,7 +7894,11 @@
     "tags": [
       "meal-evaluation"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "MEAL & Evaluation"
+    ]
   },
   {
     "title": "Contribution Analysis: An Approach to Exploring Cause and Effect",
@@ -6299,7 +7913,11 @@
     "tags": [
       "meal-evaluation"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "MEAL & Evaluation"
+    ]
   },
   {
     "title": "Contribution Analysis: Coming of Age?",
@@ -6314,7 +7932,11 @@
     "tags": [
       "meal-evaluation"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "MEAL & Evaluation"
+    ]
   },
   {
     "title": "Realist Evaluation",
@@ -6329,7 +7951,11 @@
     "tags": [
       "meal-evaluation"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "MEAL & Evaluation"
+    ]
   },
   {
     "title": "Realistic Evaluation: An Overview",
@@ -6344,7 +7970,11 @@
     "tags": [
       "meal-evaluation"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "MEAL & Evaluation"
+    ]
   },
   {
     "title": "OECD DAC Evaluation Criteria: Adapted Definitions and Principles for Use",
@@ -6359,7 +7989,11 @@
     "tags": [
       "meal-evaluation"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "MEAL & Evaluation"
+    ]
   },
   {
     "title": "Results Based Management in the Development Co-operation Agencies: A Review of Experience",
@@ -6374,7 +8008,11 @@
     "tags": [
       "meal-evaluation"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "MEAL & Evaluation"
+    ]
   },
   {
     "title": "Measuring and Managing Results in Development Co-operation: A Review of Challenges and Practices among DAC Members and Observers",
@@ -6389,7 +8027,11 @@
     "tags": [
       "meal-evaluation"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "MEAL & Evaluation"
+    ]
   },
   {
     "title": "UNDP Evaluation Guidelines",
@@ -6404,7 +8046,11 @@
     "tags": [
       "meal-evaluation"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "MEAL & Evaluation"
+    ]
   },
   {
     "title": "USAID Agency Learning Agenda FY 2022-2026",
@@ -6419,7 +8065,11 @@
     "tags": [
       "meal-evaluation"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "MEAL & Evaluation"
+    ]
   },
   {
     "title": "DFID Evaluation Strategy",
@@ -6434,7 +8084,11 @@
     "tags": [
       "meal-evaluation"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "MEAL & Evaluation"
+    ]
   },
   {
     "title": "DFID's Approach to Value for Money in Programme and Portfolio Management",
@@ -6449,7 +8103,11 @@
     "tags": [
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     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "MEAL & Evaluation"
+    ]
   },
   {
     "title": "Introduction to Mixed Methods in Impact Evaluation",
@@ -6464,9 +8122,15 @@
     "tags": [
       "impact-evaluation",
       "meal-evaluation",
-      "qualitative"
+      "qualitative",
+      "research-methods"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "MEAL & Evaluation",
+      "Research Methods"
+    ]
   },
   {
     "title": "Monitoring and Evaluation for Adaptive Management Working Paper 2: What Is Adaptive Management and How Does It Work?",
@@ -6482,7 +8146,11 @@
       "M&E",
       "meal-evaluation"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "MEAL & Evaluation"
+    ]
   },
   {
     "title": "Complexity-Aware Methods (Fact Sheet)",
@@ -6497,7 +8165,11 @@
     "tags": [
       "meal-evaluation"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "MEAL & Evaluation"
+    ]
   },
   {
     "title": "3ie Evidence Gap Maps: A Starting Point for Strategic Evidence Production and Use",
@@ -6514,7 +8186,11 @@
       "meal-evaluation",
       "systematic-review"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "MEAL & Evaluation"
+    ]
   },
   {
     "title": "Evidence and Gap Maps: A Comparison of Different Approaches",
@@ -6530,7 +8206,11 @@
       "meal-evaluation",
       "scoping-review"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "MEAL & Evaluation"
+    ]
   },
   {
     "title": "Integrating Gender Equality in Monitoring and Evaluation",
@@ -6547,7 +8227,11 @@
       "gender",
       "meal-evaluation"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "MEAL & Evaluation"
+    ]
   },
   {
     "title": "The Government Monitoring and Evaluation System in India: A Work in Progress",
@@ -6564,7 +8248,11 @@
       "M&E",
       "meal-evaluation"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "MEAL & Evaluation"
+    ]
   },
   {
     "title": "Improving Beneficiary Feedback Mechanisms for Refugees",
@@ -6580,7 +8268,11 @@
       "digital",
       "meal-evaluation"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "MEAL & Evaluation"
+    ]
   },
   {
     "title": "Data Quality for Monitoring and Evaluation Systems (Fact Sheet)",
@@ -6596,7 +8288,11 @@
       "M&E",
       "meal-evaluation"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "MEAL & Evaluation"
+    ]
   },
   {
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@@ -6614,7 +8310,11 @@
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@@ -6632,7 +8332,11 @@
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@@ -6647,7 +8351,11 @@
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@@ -6655,15 +8363,25 @@
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     "topic": "MEAL & Evaluation",
-    "url": "https://runningres.com/",
-    "description": "A step-by-step field manual for designing and implementing randomised controlled trials in development.",
+    "url": "https://press.princeton.edu/books/paperback/9780691159270/running-randomized-evaluations",
+    "description": "Comprehensive practical guide from J-PAL leadership covering end-to-end design and implementation of randomized evaluations, including power calculations, randomization, survey design, and ethical considerations.",
     "id": "running-randomized-evaluations-a-practical-guide",
     "access_type": "check_access",
     "tags": [
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+    "link_checked": "2026-09-23",
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-    "verified": false
+    "alt_urls": [
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@@ -6678,7 +8396,11 @@
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+    "link_status": "ok",
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@@ -6693,7 +8415,11 @@
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@@ -6708,7 +8434,11 @@
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@@ -6724,7 +8454,11 @@
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@@ -6739,7 +8473,11 @@
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@@ -6755,7 +8493,11 @@
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@@ -6770,7 +8512,11 @@
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@@ -6785,7 +8531,11 @@
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+    "link_status": "ok",
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@@ -6800,7 +8550,11 @@
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+    "link_status": "ok",
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@@ -6816,7 +8570,11 @@
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   {
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@@ -6831,7 +8589,11 @@
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@@ -6846,7 +8608,11 @@
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@@ -6861,7 +8627,11 @@
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@@ -6876,7 +8646,11 @@
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@@ -6891,7 +8665,11 @@
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@@ -6906,7 +8684,11 @@
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@@ -6921,7 +8703,11 @@
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@@ -6936,7 +8722,11 @@
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@@ -6954,7 +8744,11 @@
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+    "topics": [
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   {
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@@ -6970,7 +8764,11 @@
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@@ -6988,7 +8786,11 @@
       "migration-urbanization",
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+    "link_status": "ok",
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   {
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@@ -7005,7 +8807,11 @@
       "migration-urbanization",
       "urbanization"
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+    "link_status": "ok",
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   {
     "title": "Moving for Prosperity: Global Migration and Labor Markets",
@@ -7022,7 +8828,11 @@
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+    "link_status": "ok",
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   {
     "title": "Internal Migration in Developing Countries: A Review of the Literature",
@@ -7039,7 +8849,11 @@
       "migration-urbanization",
       "poverty"
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-    "verified": false
+    "link_status": "ok",
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   {
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@@ -7057,7 +8871,11 @@
       "urban-poverty",
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+    "link_status": "ok",
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   {
     "title": "Forced Displacement by the Boko Haram Conflict in the Lake Chad Region",
@@ -7072,7 +8890,11 @@
     "tags": [
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-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
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   {
     "title": "Africa's Cities: Opening Doors to the World",
@@ -7088,7 +8910,11 @@
       "migration-urbanization",
       "urbanization"
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-    "verified": false
+    "link_status": "ok",
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   {
     "title": "State of World Population 2007: Unleashing the Potential of Urban Growth",
@@ -7105,7 +8931,11 @@
       "migration-urbanization",
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-    "verified": false
+    "link_status": "ok",
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   {
     "title": "The Impact of Remittances on Poverty and Human Capital: Evidence from Latin American Household Surveys",
@@ -7124,7 +8954,11 @@
       "poverty",
       "survey-data"
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-    "verified": false
+    "link_status": "ok",
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+    "topics": [
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   {
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@@ -7139,7 +8973,11 @@
     "tags": [
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-    "verified": false
+    "link_status": "ok",
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   {
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@@ -7154,7 +8992,11 @@
     "tags": [
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-    "verified": false
+    "link_status": "ok",
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+    "topics": [
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   {
     "title": "Emigration and Its Effects on the Sending Country",
@@ -7170,7 +9012,11 @@
       "migration",
       "migration-urbanization"
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-    "verified": false
+    "link_status": "ok",
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   {
     "title": "Urbanization and Development: Is Latin America and the Caribbean Different from the Rest of the World?",
@@ -7187,7 +9033,11 @@
       "migration-urbanization",
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+    "link_status": "ok",
+    "link_checked": "2026-09-23",
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   {
     "title": "Foresight: Migration and Global Environmental Change",
@@ -7203,7 +9053,11 @@
       "migration",
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+    "link_status": "ok",
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   {
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@@ -7219,7 +9073,11 @@
       "migration-urbanization",
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-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
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   {
     "title": "Urban Transport in the Developing World: A Handbook of Policy and Practice",
@@ -7234,7 +9092,11 @@
     "tags": [
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     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
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   {
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@@ -7251,7 +9113,11 @@
       "migration",
       "migration-urbanization"
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-    "verified": false
+    "link_status": "ok",
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+    "topics": [
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   {
     "title": "Land and the City",
@@ -7266,7 +9132,11 @@
     "tags": [
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-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
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   {
     "title": "The Challenge of Slums: Global Report on Human Settlements 2003",
@@ -7282,7 +9152,11 @@
       "migration-urbanization",
       "urban-poverty"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
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   {
     "title": "People on the Move in Sub-Saharan Africa: Trends, Impacts, and Drivers of Internal Migration",
@@ -7300,7 +9174,11 @@
       "migration-urbanization",
       "poverty"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
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   {
     "title": "Cities of Hope: Young People and Opportunity in South Africa's Cities",
@@ -7318,7 +9196,11 @@
       "migration-urbanization",
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-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
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   {
     "title": "World Migration Report 2024",
@@ -7334,7 +9216,11 @@
       "migration",
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+    "link_status": "blocked",
+    "link_checked": "2026-09-23",
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   },
   {
     "title": "Migration and Development Brief 39",
@@ -7350,7 +9236,11 @@
       "migration",
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-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
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   {
     "title": "Reshaping Economic Geography (WDR 2009)",
@@ -7365,7 +9255,11 @@
     "tags": [
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-    "verified": false
+    "link_status": "ok",
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+    "topics": [
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   {
     "title": "The Making of a Riot: Urbanization and Slums",
@@ -7382,7 +9276,11 @@
       "urban-poverty",
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-    "verified": false
+    "link_status": "ok",
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+    "topics": [
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   {
     "title": "Leveraging Urbanization in South Asia",
@@ -7399,7 +9297,11 @@
       "migration-urbanization",
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-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
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   {
     "title": "Internal Migration in India",
@@ -7416,7 +9318,11 @@
       "migration",
       "migration-urbanization"
     ],
-    "verified": false
+    "link_status": "broken",
+    "link_checked": "2026-09-23",
+    "topics": [
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   {
     "title": "Climate Migration and Urban Resilience",
@@ -7432,7 +9338,11 @@
       "migration",
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     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23",
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   {
     "title": "Challenges and Opportunities for Universal Health Coverage in South Asia: A Scoping Review",
@@ -7450,7 +9360,11 @@
       "public-health",
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-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
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   },
   {
     "title": "Extending Universal Health Coverage to Informal Workers: A Systematic Review of Health Financing Schemes in Low- and Middle-Income Countries in Southeast Asia",
@@ -7470,7 +9384,11 @@
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-    "verified": false
+    "link_status": "ok",
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   },
   {
     "title": "Moving toward Universal Health Coverage with a National Health Insurance Program: A Scoping Review of Experiences in Eleven Low- and Lower-Middle-Income Countries",
@@ -7489,7 +9407,11 @@
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+    "link_status": "ok",
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     "title": "Achieving Universal Health Coverage in Low- and Middle-Income Countries: Challenges for Policy Post-Pandemic and Beyond",
@@ -7505,7 +9427,11 @@
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-    "verified": false
+    "link_status": "ok",
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@@ -7521,7 +9447,11 @@
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+    "link_status": "ok",
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@@ -7540,7 +9470,11 @@
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@@ -7560,7 +9494,11 @@
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+    "link_status": "ok",
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@@ -7577,7 +9515,11 @@
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+    "link_status": "ok",
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     "title": "Regional Overview of Food Security and Nutrition 2020: Asia and the Pacific",
@@ -7594,7 +9536,11 @@
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+    "link_status": "ok",
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     "title": "Factors Associated with Wasting Among Children Under Five Years Old in South Asia: Implications for Action",
@@ -7616,7 +9562,11 @@
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+    "link_status": "ok",
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   {
     "title": "Contribution of Malnutrition to Infant and Child Deaths in Sub-Saharan Africa and South Asia",
@@ -7634,7 +9584,11 @@
       "nutrition",
       "public-health"
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-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
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@@ -7658,7 +9612,11 @@
       "public-health",
       "systematic-review"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
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   },
   {
     "title": "COVID-19 and Mental Health in 8 Low- and Middle-Income Countries: A Prospective Cohort Study",
@@ -7674,7 +9632,11 @@
     "tags": [
       "public-health"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
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+    ]
   },
   {
     "title": "Mental Health Policy Implementation in Low- and Middle-Income Countries: A Realist Review Protocol",
@@ -7690,7 +9652,11 @@
     "tags": [
       "public-health"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Public Health"
+    ]
   },
   {
     "title": "Measures to Strengthen Primary Health-Care Systems in Low- and Middle-Income Countries",
@@ -7705,7 +9671,11 @@
     "tags": [
       "public-health"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Public Health"
+    ]
   },
   {
     "title": "Primary Health Care on the Road to Universal Health Coverage: 2019 Global Monitoring Report",
@@ -7721,7 +9691,11 @@
       "UHC",
       "public-health"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Public Health"
+    ]
   },
   {
     "title": "Self-Management of Chronic, Non-Communicable Diseases in South Asian Settings: A Systematic Mixed-Studies Review",
@@ -7740,7 +9714,11 @@
       "public-health",
       "systematic-review"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Public Health"
+    ]
   },
   {
     "title": "Social Determinants of Health: The Role of Effective Communication in the COVID-19 Pandemic in Developing Countries",
@@ -7755,7 +9733,11 @@
     "tags": [
       "public-health"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Public Health"
+    ]
   },
   {
     "title": "Social Determinants of Infectious Diseases in South Asia",
@@ -7771,7 +9753,11 @@
       "South-Asia",
       "public-health"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Public Health"
+    ]
   },
   {
     "title": "Social Determinants of Health, Report of a Regional Consultation, Colombo, Sri Lanka",
@@ -7787,7 +9773,11 @@
       "Sri-Lanka",
       "public-health"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Public Health"
+    ]
   },
   {
     "title": "Demographic, Socioeconomic and Regional Disparities in the Coverage of Water, Sanitation and Hygiene Facilities in Four South Asian Countries",
@@ -7808,7 +9798,11 @@
       "WASH",
       "public-health"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Public Health"
+    ]
   },
   {
     "title": "Water, Sanitation, and Hygiene (WASH) Factors and the Incidence of Communicable Diseases in Urban Bangladesh: Evidence from Municipal Areas",
@@ -7826,7 +9820,11 @@
       "WASH",
       "public-health"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Public Health"
+    ]
   },
   {
     "title": "Water, Sanitation and Hygiene (WASH): The Evolution of a Global Health and Development Sector",
@@ -7842,7 +9840,11 @@
       "WASH",
       "public-health"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Public Health"
+    ]
   },
   {
     "title": "Progress on Household Drinking Water, Sanitation and Hygiene 2000-2020: Five Years into the SDGs",
@@ -7858,7 +9860,11 @@
       "WASH",
       "public-health"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Public Health"
+    ]
   },
   {
     "title": "Essential Childhood Immunization in 43 Low- and Middle-Income Countries: Analysis of Spatial Trends and Socioeconomic Inequalities in Vaccine Coverage",
@@ -7874,7 +9880,11 @@
     "tags": [
       "public-health"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Public Health"
+    ]
   },
   {
     "title": "Vaccine Equity in Low and Middle Income Countries: A Systematic Review and Meta-Analysis",
@@ -7893,7 +9903,11 @@
       "public-health",
       "systematic-review"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Public Health"
+    ]
   },
   {
     "title": "Digital Health Interventions for Improving Access to Primary Care in India: A Scoping Review",
@@ -7913,7 +9927,11 @@
       "public-health",
       "scoping-review"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Public Health"
+    ]
   },
   {
     "title": "Monitoring Progress towards Universal Health Coverage at Country and Global Levels",
@@ -7930,7 +9948,11 @@
       "UHC",
       "public-health"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Public Health"
+    ]
   },
   {
     "title": "World Health Statistics 2024",
@@ -7945,7 +9967,11 @@
     "tags": [
       "public-health"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Public Health"
+    ]
   },
   {
     "title": "The World Health Report 2000: Health Systems",
@@ -7960,7 +9986,11 @@
     "tags": [
       "public-health"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Public Health"
+    ]
   },
   {
     "title": "Disease Control Priorities, Third Edition",
@@ -7975,7 +10005,11 @@
     "tags": [
       "public-health"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Public Health"
+    ]
   },
   {
     "title": "State of the World's Nursing 2020",
@@ -7990,7 +10024,11 @@
     "tags": [
       "public-health"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Public Health"
+    ]
   },
   {
     "title": "Global Nutrition Report 2021",
@@ -8006,7 +10044,11 @@
       "nutrition",
       "public-health"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Public Health"
+    ]
   },
   {
     "title": "Closing the Gap in a Generation: Social Determinants of Health",
@@ -8021,7 +10063,11 @@
     "tags": [
       "public-health"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Public Health"
+    ]
   },
   {
     "title": "Trends in Maternal Mortality 2000 to 2020",
@@ -8037,7 +10083,11 @@
       "maternal-health",
       "public-health"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Public Health"
+    ]
   },
   {
     "title": "Mental Health Atlas 2020",
@@ -8052,7 +10102,11 @@
     "tags": [
       "public-health"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Public Health"
+    ]
   },
   {
     "title": "Decentralization of Governance and Development",
@@ -8070,7 +10124,11 @@
       "governance",
       "public-policy-governance"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Public Policy & Governance"
+    ]
   },
   {
     "title": "Decentralization in Developing Economies",
@@ -8087,7 +10145,11 @@
       "decentralization",
       "public-policy-governance"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Public Policy & Governance"
+    ]
   },
   {
     "title": "Decentralization, Governance, and Localizing SDGs in Asia and the Pacific",
@@ -8104,7 +10166,11 @@
       "governance",
       "public-policy-governance"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Public Policy & Governance"
+    ]
   },
   {
     "title": "Local Public Financial Management",
@@ -8119,7 +10185,11 @@
     "tags": [
       "public-policy-governance"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Public Policy & Governance"
+    ]
   },
   {
     "title": "World Development Report 2017: Governance and the Law",
@@ -8135,7 +10205,11 @@
       "governance",
       "public-policy-governance"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Public Policy & Governance"
+    ]
   },
   {
     "title": "Monitoring Corruption: Evidence from a Field Experiment in Indonesia",
@@ -8152,7 +10226,11 @@
       "corruption",
       "public-policy-governance"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Public Policy & Governance"
+    ]
   },
   {
     "title": "Corruption",
@@ -8168,7 +10246,11 @@
       "corruption",
       "public-policy-governance"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Public Policy & Governance"
+    ]
   },
   {
     "title": "Corruption and Growth",
@@ -8184,7 +10266,11 @@
       "corruption",
       "public-policy-governance"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Public Policy & Governance"
+    ]
   },
   {
     "title": "Exposing Corrupt Politicians: The Effects of Brazil's Publicly Released Audits on Electoral Outcomes",
@@ -8200,7 +10286,11 @@
       "corruption",
       "public-policy-governance"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Public Policy & Governance"
+    ]
   },
   {
     "title": "Do Government Audits Reduce Corruption? Estimating the Impacts of Exposing Corrupt Politicians",
@@ -8216,7 +10306,11 @@
       "corruption",
       "public-policy-governance"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Public Policy & Governance"
+    ]
   },
   {
     "title": "Corruption in India: Bridging Research Evidence and Policy Options",
@@ -8233,7 +10327,11 @@
       "corruption",
       "public-policy-governance"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Public Policy & Governance"
+    ]
   },
   {
     "title": "Corruption Dynamics: The Golden Goose Effect",
@@ -8241,7 +10339,7 @@
     "year": 2013,
     "type": "paper",
     "topic": "Public Policy & Governance",
-    "url": "https://econweb.ucsd.edu/~pniehaus/papers/nrega.pdf",
+    "url": "https://www.aeaweb.org/articles?id=10.1257/pol.5.4.230",
     "description": "Studies the effect of a statutory wage increase in India's NREGA employment guarantee scheme on corruption, finding large 'golden goose effects' where the prospect of future illicit rents reduced the total impact of the wage increase on theft by roughly 64 percent.",
     "id": "corruption-dynamics-the-golden-goose-effect",
     "access_type": "check_access",
@@ -8251,7 +10349,12 @@
       "employment",
       "public-policy-governance"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "doi": "10.1257/pol.5.4.230",
+    "topics": [
+      "Public Policy & Governance"
+    ]
   },
   {
     "title": "Enhancing Government Effectiveness and Transparency: The Fight Against Corruption",
@@ -8267,7 +10370,11 @@
       "corruption",
       "public-policy-governance"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Public Policy & Governance"
+    ]
   },
   {
     "title": "Local Capture: Evidence from a Central Government Transfer Program in Uganda",
@@ -8284,7 +10391,11 @@
       "panel-data",
       "public-policy-governance"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Public Policy & Governance"
+    ]
   },
   {
     "title": "Bureaucracy and Development",
@@ -8299,7 +10410,11 @@
     "tags": [
       "public-policy-governance"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Public Policy & Governance"
+    ]
   },
   {
     "title": "State Capacity and Economic Development: A Network Approach",
@@ -8315,7 +10430,11 @@
       "colonial-legacy",
       "public-policy-governance"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Public Policy & Governance"
+    ]
   },
   {
     "title": "The Origins of State Capacity: Property Rights, Taxation, and Politics",
@@ -8331,7 +10450,11 @@
       "institutions",
       "public-policy-governance"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Public Policy & Governance"
+    ]
   },
   {
     "title": "Social Proximity and Bureaucrat Performance: Evidence from India",
@@ -8347,7 +10470,11 @@
       "India",
       "public-policy-governance"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Public Policy & Governance"
+    ]
   },
   {
     "title": "Is India a Flailing State?: Detours on the Four Lane Highway to Modernization",
@@ -8365,7 +10492,11 @@
       "institutions",
       "public-policy-governance"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Public Policy & Governance"
+    ]
   },
   {
     "title": "Building State Capability: Evidence, Analysis, Action",
@@ -8381,7 +10512,11 @@
       "climate-adaptation",
       "public-policy-governance"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Public Policy & Governance"
+    ]
   },
   {
     "title": "Traveling Agents: Political Change and Bureaucratic Turnover in India",
@@ -8397,7 +10532,11 @@
       "India",
       "public-policy-governance"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Public Policy & Governance"
+    ]
   },
   {
     "title": "Quality and Accountability in Healthcare Delivery: Audit-Study Evidence from Primary Care in India",
@@ -8413,7 +10552,11 @@
       "India",
       "public-policy-governance"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Public Policy & Governance"
+    ]
   },
   {
     "title": "Can Mandated Political Representation Increase Policy Influence for Disadvantaged Minorities? Theory and Evidence from India",
@@ -8431,7 +10574,11 @@
       "caste",
       "public-policy-governance"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Public Policy & Governance"
+    ]
   },
   {
     "title": "Pitfalls of Participatory Programs: Evidence from a Randomized Evaluation in Education in India",
@@ -8449,7 +10596,11 @@
       "education",
       "public-policy-governance"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Public Policy & Governance"
+    ]
   },
   {
     "title": "The Political Economy of Public Expenditures",
@@ -8466,7 +10617,11 @@
       "institutions",
       "public-policy-governance"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Public Policy & Governance"
+    ]
   },
   {
     "title": "Making Politics Work for Development: Harnessing Transparency and Citizen Engagement",
@@ -8482,7 +10637,11 @@
       "corruption",
       "public-policy-governance"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Public Policy & Governance"
+    ]
   },
   {
     "title": "Development Strategies: Integrating Governance and Growth",
@@ -8498,7 +10657,11 @@
       "governance",
       "public-policy-governance"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Public Policy & Governance"
+    ]
   },
   {
     "title": "Strengthening Public Financial Management: Exploring Drivers and Effects",
@@ -8513,7 +10676,11 @@
     "tags": [
       "public-policy-governance"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Public Policy & Governance"
+    ]
   },
   {
     "title": "Public Financial Management Reforms in Post-Conflict Countries: Synthesis Report",
@@ -8529,7 +10696,11 @@
       "institutions",
       "public-policy-governance"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Public Policy & Governance"
+    ]
   },
   {
     "title": "Conditional Cash Transfers: Reducing Present and Future Poverty",
@@ -8538,16 +10709,22 @@
     "type": "book",
     "topic": "Public Policy & Governance",
     "url": "https://openknowledge.worldbank.org/handle/10986/2597",
-    "description": "Comprehensive World Bank assessment of conditional cash transfer programs across developing countries, examining their effects on poverty reduction, education, health outcomes, and human capital accumulation.",
+    "description": "World Bank comprehensive assessment of conditional cash transfer programs across developing countries, finding that CCTs have been effective at increasing school enrollment and health service utilization, with the strongest effects among the poorest households.",
     "id": "conditional-cash-transfers-reducing-present-and-future-poverty",
     "access_type": "open_access",
     "tags": [
       "cash-transfers",
       "education",
       "poverty",
-      "public-policy-governance"
+      "public-policy-governance",
+      "social-protection"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Public Policy & Governance",
+      "Social Protection"
+    ]
   },
   {
     "title": "Rethinking Social Protection in South Asia: Toward Progressive Universalism",
@@ -8564,7 +10741,11 @@
       "public-policy-governance",
       "social-protection"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Public Policy & Governance"
+    ]
   },
   {
     "title": "Responsive by Design: Building Adaptive Social Protection Systems in South Asia",
@@ -8581,7 +10762,11 @@
       "public-policy-governance",
       "social-protection"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Public Policy & Governance"
+    ]
   },
   {
     "title": "Exploring Universal Basic Income: A Guide to Navigating Concepts, Evidence, and Practices",
@@ -8598,7 +10783,11 @@
       "poverty",
       "public-policy-governance"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Public Policy & Governance"
+    ]
   },
   {
     "title": "State of Social Protection Report 2025: The 2-Billion-Person Challenge",
@@ -8614,7 +10803,11 @@
       "public-policy-governance",
       "social-protection"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Public Policy & Governance"
+    ]
   },
   {
     "title": "Improving Last-Mile Service Delivery using Phone-Based Monitoring",
@@ -8630,7 +10823,11 @@
       "India",
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@@ -8681,7 +10886,11 @@
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@@ -8715,7 +10928,11 @@
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@@ -8730,7 +10947,11 @@
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@@ -8748,7 +10969,11 @@
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@@ -8765,7 +10990,11 @@
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@@ -8781,7 +11010,11 @@
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@@ -8798,7 +11031,11 @@
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@@ -8813,7 +11050,11 @@
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@@ -8828,7 +11069,11 @@
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@@ -8843,7 +11088,11 @@
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@@ -8851,7 +11100,7 @@
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     "topic": "Public Policy & Governance",
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@@ -8859,7 +11108,11 @@
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@@ -8874,7 +11127,11 @@
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@@ -8882,7 +11139,7 @@
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     "topic": "Research Methods",
-    "url": "https://econweb.ucsd.edu/~pniehaus/papers/experimentation_at_scale.pdf",
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@@ -8890,7 +11147,12 @@
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+    "link_status": "ok",
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   },
   {
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@@ -8908,7 +11170,11 @@
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@@ -8926,7 +11192,11 @@
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@@ -8942,7 +11212,11 @@
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@@ -8959,7 +11233,11 @@
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@@ -8975,7 +11253,11 @@
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@@ -8991,7 +11273,11 @@
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@@ -9006,7 +11292,11 @@
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@@ -9024,7 +11314,11 @@
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@@ -9040,7 +11334,11 @@
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@@ -9057,7 +11355,11 @@
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@@ -9073,7 +11375,11 @@
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@@ -9089,7 +11395,11 @@
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@@ -9105,7 +11415,11 @@
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@@ -9122,7 +11436,11 @@
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@@ -9137,7 +11455,11 @@
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@@ -9155,7 +11477,11 @@
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@@ -9171,7 +11497,11 @@
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@@ -9186,7 +11516,11 @@
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@@ -9202,7 +11536,11 @@
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@@ -9217,7 +11555,11 @@
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@@ -9232,7 +11574,11 @@
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@@ -9248,7 +11594,11 @@
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+    "link_status": "ok",
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@@ -9263,7 +11613,11 @@
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@@ -9280,7 +11634,11 @@
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+    "link_status": "ok",
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@@ -9297,7 +11655,11 @@
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@@ -9313,7 +11675,11 @@
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-    "verified": false
+    "link_status": "ok",
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   {
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@@ -9329,7 +11695,11 @@
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@@ -9345,7 +11715,11 @@
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-    "verified": false
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@@ -9361,7 +11735,11 @@
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+    "link_status": "ok",
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@@ -9377,7 +11755,11 @@
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-    "verified": false
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@@ -9392,7 +11774,11 @@
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+    "link_status": "ok",
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   {
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@@ -9407,7 +11793,11 @@
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+    "link_status": "ok",
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@@ -9423,7 +11813,11 @@
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   {
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@@ -9438,7 +11832,11 @@
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@@ -9454,7 +11852,11 @@
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   {
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@@ -9471,7 +11873,11 @@
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@@ -9489,7 +11895,11 @@
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+    "link_status": "ok",
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@@ -9505,7 +11915,11 @@
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@@ -9523,7 +11937,11 @@
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@@ -9538,7 +11956,11 @@
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   {
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@@ -9554,7 +11976,11 @@
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-    "verified": false
+    "link_status": "ok",
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@@ -9570,7 +11996,11 @@
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   {
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@@ -9585,7 +12015,11 @@
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-    "verified": false
+    "link_status": "ok",
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   {
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@@ -9601,7 +12035,11 @@
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-    "verified": false
+    "link_status": "ok",
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   {
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@@ -9616,7 +12054,11 @@
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+    "link_status": "ok",
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   },
   {
     "title": "World Development Report 2014: Risk and Opportunity - Managing Risk for Development",
@@ -9632,7 +12074,11 @@
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   {
     "title": "The State of Social Safety Nets 2018",
@@ -9647,7 +12093,11 @@
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-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Social Protection"
+    ]
   },
   {
     "title": "Cash Transfers: What Does the Evidence Say? A Rigorous Review of Programme Impact and the Role of Design and Implementation Features",
@@ -9665,7 +12115,11 @@
       "food-security",
       "social-protection"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Social Protection"
+    ]
   },
   {
     "title": "Social Protection and Labor at the World Bank, 2000-2008",
@@ -9681,7 +12135,11 @@
       "labor-markets",
       "social-protection"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Social Protection"
+    ]
   },
   {
     "title": "Public Works Programs in Developing Countries: Beyond Safety Net Programs",
@@ -9696,7 +12154,11 @@
     "tags": [
       "social-protection"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Social Protection"
+    ]
   },
   {
     "title": "The Productive Safety Net Programme in Ethiopia: Impacts on Children's Schooling and Labour",
@@ -9712,7 +12174,11 @@
       "education",
       "social-protection"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Social Protection"
+    ]
   },
   {
     "title": "Targeting of Social Programs in Africa",
@@ -9727,7 +12193,11 @@
     "tags": [
       "social-protection"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Social Protection"
+    ]
   },
   {
     "title": "Social Safety Nets and Gender: Learning from Impact Evaluations and World Bank Projects",
@@ -9746,7 +12216,11 @@
       "nutrition",
       "social-protection"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Social Protection"
+    ]
   },
   {
     "title": "Adaptive Social Protection: Building Resilience to Shocks",
@@ -9763,7 +12237,11 @@
       "climate-change",
       "social-protection"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Social Protection"
+    ]
   },
   {
     "title": "Universal Basic Income: A Primer",
@@ -9779,7 +12257,11 @@
       "UBI",
       "social-protection"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Social Protection"
+    ]
   },
   {
     "title": "Social Registries for Social Assistance and Beyond: A Guidance Note and Assessment Tool",
@@ -9794,7 +12276,11 @@
     "tags": [
       "social-protection"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Social Protection"
+    ]
   },
   {
     "title": "Closing the Coverage Gap: The Role of Social Pensions and Other Retirement Income Transfers",
@@ -9810,7 +12296,11 @@
       "poverty",
       "social-protection"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Social Protection"
+    ]
   },
   {
     "title": "Protecting the Poor: A Microinsurance Compendium",
@@ -9825,7 +12315,11 @@
     "tags": [
       "social-protection"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Social Protection"
+    ]
   },
   {
     "title": "Social Safety Nets in Latin America: Responding to Crises and Building Resilience",
@@ -9842,7 +12336,11 @@
       "cash-transfers",
       "social-protection"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Social Protection"
+    ]
   },
   {
     "title": "India's National Rural Employment Guarantee Act (NREGA): An Assessment",
@@ -9861,7 +12359,11 @@
       "poverty",
       "social-protection"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Social Protection"
+    ]
   },
   {
     "title": "Social Protection in a Changing Climate: Linking Social Protection and Climate Change Adaptation",
@@ -9878,7 +12380,11 @@
       "climate-change",
       "social-protection"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Social Protection"
+    ]
   },
   {
     "title": "Sourcebook on the Foundations of Social Protection Delivery Systems",
@@ -9893,7 +12399,11 @@
     "tags": [
       "social-protection"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Social Protection"
+    ]
   },
   {
     "title": "Long-Term Impacts of Conditional Cash Transfers: Review of the Evidence",
@@ -9911,7 +12421,11 @@
       "poverty",
       "social-protection"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Social Protection"
+    ]
   },
   {
     "title": "Social Protection and Economic Growth in Low-Income Countries",
@@ -9926,7 +12440,11 @@
     "tags": [
       "social-protection"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Social Protection"
+    ]
   },
   {
     "title": "Government Spending on Social Protection in Sub-Saharan Africa",
@@ -9942,7 +12460,11 @@
       "Sub-Saharan-Africa",
       "social-protection"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Social Protection"
+    ]
   },
   {
     "title": "The Role of Digital Technology in Social Protection During and After COVID-19",
@@ -9959,7 +12481,11 @@
       "mobile-technology",
       "social-protection"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Social Protection"
+    ]
   },
   {
     "title": "School Feeding Programs: Addressing Malnutrition and Improving Education",
@@ -9976,7 +12502,11 @@
       "nutrition",
       "social-protection"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Social Protection"
+    ]
   },
   {
     "title": "Reaching the Last Mile: Social Protection for Persons with Disabilities in Low- and Middle-Income Countries",
@@ -9992,7 +12522,11 @@
       "disability",
       "social-protection"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Social Protection"
+    ]
   },
   {
     "title": "World Social Protection Report 2020-22",
@@ -10000,14 +12534,18 @@
     "year": 2021,
     "type": "grey_literature",
     "topic": "Social Protection",
-    "url": "https://www.ilo.org/publications/flagship-reports/world-social-protection-report-2020-22-social-protection-crossroads",
+    "url": "https://www.ilo.org/publications/flagship-reports/world-social-protection-report-2020-22-social-protection-crossroads-%E2%80%93",
     "description": "The ILO's flagship documenting that over half the world's population lacks any social protection coverage.",
     "id": "world-social-protection-report-2020-22",
     "access_type": "open_access",
     "tags": [
       "social-protection"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Social Protection"
+    ]
   },
   {
     "title": "Cash Transfers: What Does the Evidence Say?",
@@ -10025,7 +12563,11 @@
       "poverty",
       "social-protection"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Social Protection"
+    ]
   },
   {
     "title": "Realizing the Full Potential of Social Safety Nets in Africa",
@@ -10040,7 +12582,11 @@
     "tags": [
       "social-protection"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Social Protection"
+    ]
   },
   {
     "title": "Just Give Money to the Poor",
@@ -10056,7 +12602,11 @@
       "cash-transfers",
       "social-protection"
     ],
-    "verified": false
+    "link_status": "broken",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Social Protection"
+    ]
   },
   {
     "title": "Social Protection and Jobs Responses to COVID-19",
@@ -10071,7 +12621,11 @@
     "tags": [
       "social-protection"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Social Protection"
+    ]
   },
   {
     "title": "Universal Basic Income: Debate and Evidence",
@@ -10087,7 +12641,11 @@
       "UBI",
       "social-protection"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "Social Protection"
+    ]
   },
   {
     "title": "Wash'Em: A Handwashing Behaviour Change Approach",
@@ -10102,7 +12660,11 @@
     "tags": [
       "wash"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "WASH"
+    ]
   },
   {
     "title": "Water, Sanitation, and Hygiene (WASH): Evidence, Gaps, and New Approaches",
@@ -10118,7 +12680,11 @@
       "WASH",
       "wash"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "WASH"
+    ]
   },
   {
     "title": "Effect of Water, Sanitation, and Hygiene on the Prevention of Diarrhoea in Young Children: A Systematic Review and Meta-Analysis",
@@ -10136,7 +12702,11 @@
       "systematic-review",
       "wash"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "WASH"
+    ]
   },
   {
     "title": "Water Supply, Sanitation, and Hygiene Promotion Interventions and Child Health Outcomes: A Systematic Review and Meta-analysis",
@@ -10155,7 +12725,11 @@
       "systematic-review",
       "wash"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "WASH"
+    ]
   },
   {
     "title": "WASH Benefits Bangladesh: A Cluster-Randomised Trial of the Impact of WASH Interventions on Child Health and Development",
@@ -10174,7 +12748,11 @@
       "nutrition",
       "wash"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "WASH"
+    ]
   },
   {
     "title": "WASH in Health Care Facilities: Global Baseline Report 2019",
@@ -10189,7 +12767,11 @@
     "tags": [
       "wash"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "WASH"
+    ]
   },
   {
     "title": "Hygiene and Health: Systematic Review of Handwashing Practices Worldwide and Update of Health Effects",
@@ -10205,7 +12787,11 @@
       "systematic-review",
       "wash"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "WASH"
+    ]
   },
   {
     "title": "Sanitation and Stunting: A Systematic Review and Meta-analysis",
@@ -10224,7 +12810,11 @@
       "systematic-review",
       "wash"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "WASH"
+    ]
   },
   {
     "title": "Community-Led Total Sanitation: A Mixed Methods Systematic Review of Evidence and Its Quality",
@@ -10242,7 +12832,11 @@
       "systematic-review",
       "wash"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "WASH"
+    ]
   },
   {
     "title": "Safely Managed Drinking Water: Thematic Report on Drinking Water 2017",
@@ -10257,7 +12851,11 @@
     "tags": [
       "wash"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "WASH"
+    ]
   },
   {
     "title": "Sustainable Sanitation for All: Experiences, Challenges, and Innovations",
@@ -10273,7 +12871,11 @@
       "WASH",
       "wash"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "WASH"
+    ]
   },
   {
     "title": "Water Scarcity, Risk and Vulnerability: An Assessment Under Climate Change",
@@ -10289,7 +12891,11 @@
       "climate-change",
       "wash"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "WASH"
+    ]
   },
   {
     "title": "The True Cost of Poor Sanitation",
@@ -10305,7 +12911,11 @@
       "WASH",
       "wash"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "WASH"
+    ]
   },
   {
     "title": "Menstrual Hygiene Management: Operational Guidelines",
@@ -10321,7 +12931,11 @@
       "education",
       "wash"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "WASH"
+    ]
   },
   {
     "title": "Point-of-Use Household Drinking Water Filtration: A Practical, Effective Solution or Scalable Stopgap?",
@@ -10336,7 +12950,11 @@
     "tags": [
       "wash"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "WASH"
+    ]
   },
   {
     "title": "Effectiveness of Interventions to Promote Handwashing and Other Health Behaviours Before and After COVID-19: A Systematic Review",
@@ -10352,7 +12970,11 @@
       "systematic-review",
       "wash"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "WASH"
+    ]
   },
   {
     "title": "How Does Improving Water, Sanitation and Hygiene Affect Nutrition? A Systematic Review",
@@ -10370,7 +12992,11 @@
       "systematic-review",
       "wash"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "WASH"
+    ]
   },
   {
     "title": "Water Safety Plans: Managing Drinking-Water Quality from Catchment to Consumer",
@@ -10386,7 +13012,11 @@
       "WASH",
       "wash"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "WASH"
+    ]
   },
   {
     "title": "Rural Water Supply in Africa: Lessons from Implementation Projects",
@@ -10403,7 +13033,11 @@
       "WASH",
       "wash"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "WASH"
+    ]
   },
   {
     "title": "The Handwashing Handbook: A Guide for Developing a Hygiene Promotion Program",
@@ -10419,7 +13053,11 @@
       "M&E",
       "wash"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "WASH"
+    ]
   },
   {
     "title": "Water, Sanitation, Hygiene, and Soil-Transmitted Helminth Infection: A Systematic Review and Meta-Analysis",
@@ -10437,7 +13075,11 @@
       "systematic-review",
       "wash"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "WASH"
+    ]
   },
   {
     "title": "Progress on Household Drinking Water, Sanitation and Hygiene 2000-2022",
@@ -10453,7 +13095,11 @@
       "WASH",
       "wash"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "WASH"
+    ]
   },
   {
     "title": "The Human Right to Water and Sanitation",
@@ -10461,15 +13107,19 @@
     "year": 2010,
     "type": "grey_literature",
     "topic": "WASH",
-    "url": "https://www.un.org/waterforlifedecade/human_right_to_water.shtml",
+    "url": "https://digitallibrary.un.org/record/687002",
     "description": "Background on the UN General Assembly resolution recognising safe drinking water and sanitation as a human right.",
     "id": "the-human-right-to-water-and-sanitation",
-    "access_type": "open_access",
+    "access_type": "check_access",
     "tags": [
       "WASH",
       "wash"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "WASH"
+    ]
   },
   {
     "title": "World Water Development Report 2024",
@@ -10484,7 +13134,11 @@
     "tags": [
       "wash"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "WASH"
+    ]
   },
   {
     "title": "Sanitation and Health",
@@ -10500,7 +13154,11 @@
       "WASH",
       "wash"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "WASH"
+    ]
   },
   {
     "title": "The Economics of Sanitation Initiative",
@@ -10516,7 +13174,11 @@
       "WASH",
       "wash"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "WASH"
+    ]
   },
   {
     "title": "Water Supply, Sanitation and Hygiene in Schools",
@@ -10524,7 +13186,7 @@
     "year": 2020,
     "type": "grey_literature",
     "topic": "WASH",
-    "url": "https://washdata.org/reports/jmp-2020-wash-schools",
+    "url": "https://washdata.org/reports/jmp-2020-wash-in-schools",
     "description": "JMP baseline on WASH services in schools and their links to attendance, especially for adolescent girls.",
     "id": "water-supply-sanitation-and-hygiene-in-schools",
     "access_type": "check_access",
@@ -10533,7 +13195,11 @@
       "education",
       "wash"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "WASH"
+    ]
   },
   {
     "title": "Ending Open Defecation: Lessons from the Swachh Bharat Mission",
@@ -10550,7 +13216,11 @@
       "WASH",
       "wash"
     ],
-    "verified": false
+    "link_status": "broken",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "WASH"
+    ]
   },
   {
     "title": "Water and Climate Change",
@@ -10567,6 +13237,10 @@
       "climate-change",
       "wash"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23",
+    "topics": [
+      "WASH"
+    ]
   }
 ]
\ No newline at end of file
diff --git a/data/search-index.json b/data/search-index.json
index 186cbc1..ae7811a 100644
--- a/data/search-index.json
+++ b/data/search-index.json
@@ -1 +1 @@
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Robinson", "year": 2001, "topic": "Development Economics", "topics": ["Development Economics"], "type": "paper", "access_type": "free_to_read", "link_status": "ok"}, {"id": "institutions-as-a-fundamental-cause-of-long-run-growth", "title": "Institutions as a Fundamental Cause of Long-Run Growth", "authors": "Daron Acemoglu, Simon Johnson, James A. Robinson", "year": 2005, "topic": "Development Economics", "topics": ["Development Economics"], "type": "paper", "access_type": "free_to_read", "link_status": "ok"}, {"id": "the-economic-lives-of-the-poor", "title": "The Economic Lives of the Poor", "authors": "Abhijit V. Banerjee, Esther Duflo", "year": 2007, "topic": "Development Economics", "topics": ["Development Economics"], "type": "paper", "access_type": "free_to_read", "link_status": "ok"}, {"id": "the-miracle-of-microfinance-evidence-from-a-randomized-evaluation", "title": "The Miracle of Microfinance? 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Darroch, et al.", "year": 2019, "topic": "Gender & Social Inclusion", "topics": ["Gender & Social Inclusion"], "type": "grey_literature", "access_type": "check_access", "link_status": "ok"}, {"id": "state-of-world-population-2021-my-body-is-my-own", "title": "State of World Population 2021: My Body is My Own", "authors": "UNFPA", "year": 2021, "topic": "Gender & Social Inclusion", "topics": ["Gender & Social Inclusion"], "type": "grey_literature", "access_type": "check_access", "link_status": "ok"}, {"id": "ilo-action-plan-for-gender-equality-2022-2025", "title": "ILO Action Plan for Gender Equality 2022-2025", "authors": "International Labour Organization", "year": 2022, "topic": "Gender & Social Inclusion", "topics": ["Gender & Social Inclusion"], "type": "grey_literature", "access_type": "open_access", "link_status": "ok"}, {"id": "world-development-report-2012-gender-equality-and-development", "title": "World Development Report 2012: Gender Equality and Development", "authors": "World Bank", "year": 2012, "topic": "Gender & Social Inclusion", "topics": ["Gender & Social Inclusion"], "type": "book", "access_type": "open_access", "link_status": "ok"}, {"id": "progress-of-the-worlds-women-2019-2020-families-in-a-changing-world", "title": "Progress of the World's Women 2019-2020: Families in a Changing World", "authors": "UN Women", "year": 2019, "topic": "Gender & Social Inclusion", "topics": ["Gender & Social Inclusion"], "type": "grey_literature", "access_type": "check_access", "link_status": "ok"}, {"id": "gender-at-work-a-companion-to-the-world-development-report-on-jobs", "title": "Gender at Work: A Companion to the World Development Report on Jobs", "authors": "World Bank", "year": 2014, "topic": "Gender & Social Inclusion", "topics": ["Gender & Social Inclusion"], "type": "grey_literature", "access_type": "open_access", "link_status": "ok"}, {"id": "the-state-of-the-worlds-children-2023", "title": "The State of the World's Children 2023", "authors": "UNICEF", "year": 2023, "topic": "Gender & Social Inclusion", "topics": ["Gender & Social Inclusion"], "type": "grey_literature", "access_type": "open_access", "link_status": "ok"}, {"id": "caste-discrimination-and-exclusion-in-modern-india", "title": "Caste, Discrimination and Exclusion in Modern India", "authors": "Sukhadeo Thorat, Katherine Newman", "year": 2010, "topic": "Gender & Social Inclusion", "topics": ["Gender & Social Inclusion"], "type": "book", "access_type": "check_access", "link_status": "ok"}, {"id": "half-the-sky-turning-oppression-into-opportunity-for-women-worldwide", "title": "Half the Sky: Turning Oppression into Opportunity for Women Worldwide", "authors": "Nicholas Kristof, Sheryl WuDunn", "year": 2009, "topic": "Gender & Social Inclusion", "topics": ["Gender & Social Inclusion"], "type": "book", "access_type": "check_access", "link_status": "ok"}, {"id": "making-women-count-gender-data-and-the-sdgs", "title": "Making Women Count: Gender Data and the SDGs", "authors": "UN Women", "year": 2018, "topic": "Gender & Social Inclusion", "topics": ["Gender & Social Inclusion"], "type": "grey_literature", "access_type": "check_access", "link_status": "ok"}, {"id": "intersectionality-and-development", "title": "Intersectionality and Development", "authors": "UN Women", "year": 2021, "topic": "Gender & Social Inclusion", "topics": ["Gender & Social Inclusion"], "type": "grey_literature", "access_type": "check_access", "link_status": "ok"}, {"id": "sustainable-rural-livelihoods-practical-concepts-for-the-21st-century", "title": "Sustainable Rural Livelihoods: Practical Concepts for the 21st Century", "authors": "Robert Chambers, Gordon R. Conway", "year": 1992, "topic": "Livelihoods", "topics": ["Livelihoods"], "type": "paper", "access_type": "check_access", "link_status": "ok"}, {"id": "voices-of-the-poor-crying-out-for-change", "title": "Voices of the Poor: Crying Out for Change", "authors": "Deepa Narayan, Robert Chambers, Meera K. 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Devereaux, Jos Kleijnen, David Moher", "year": 2009, "topic": "Research Methods", "topics": ["Research Methods"], "type": "paper", "access_type": "open_access", "link_status": "ok"}, {"id": "3ie-impact-evaluation-practice-a-guide-for-grantees", "title": "3ie Impact Evaluation Practice: A Guide for Grantees", "authors": "3ie", "year": 2018, "topic": "Research Methods", "topics": ["Research Methods"], "type": "grey_literature", "access_type": "open_access", "link_status": "ok"}, {"id": "pre-analysis-plans", "title": "Pre-Analysis Plans", "authors": "J-PAL", "year": 2023, "topic": "Research Methods", "topics": ["Research Methods"], "type": "grey_literature", "access_type": "open_access", "link_status": "ok"}, {"id": "mostly-harmless-econometrics-an-empiricists-companion", "title": "Mostly Harmless Econometrics: An Empiricist's Companion", "authors": "Joshua Angrist, Jorn-Steffen Pischke", "year": 2009, "topic": "Research Methods", "topics": ["Research Methods"], "type": "book", "access_type": "check_access", "link_status": "ok"}, {"id": "the-effect-an-introduction-to-research-design-and-causality", "title": "The Effect: An Introduction to Research Design and Causality", "authors": "Nick Huntington-Klein", "year": 2021, "topic": "Research Methods", "topics": ["Research Methods"], "type": "book", "access_type": "check_access", "link_status": "ok"}, {"id": "qualitative-data-analysis-a-methods-sourcebook", "title": "Qualitative Data Analysis: A Methods Sourcebook", "authors": "Matthew Miles, Michael Huberman, Johnny Saldana", "year": 2014, "topic": "Research Methods", "topics": ["Research Methods"], "type": "book", "access_type": "check_access", "link_status": "ok"}, {"id": "research-design-qualitative-quantitative-and-mixed-methods-approaches", "title": "Research Design: Qualitative, Quantitative, and Mixed Methods Approaches", "authors": "John Creswell, David Creswell", "year": 2018, "topic": "Research Methods", "topics": ["Research Methods"], "type": "book", "access_type": "check_access", "link_status": "ok"}, {"id": "a-practical-guide-to-sampling", "title": "A Practical Guide to Sampling", "authors": "National Audit Office", "year": 2001, "topic": "Research Methods", "topics": ["Research Methods"], "type": "grey_literature", "access_type": "check_access", "link_status": "ok"}, {"id": "ethnography-and-the-development-encounter", "title": "Ethnography and the Development Encounter", "authors": "Various", "year": 2011, "topic": "Research Methods", "topics": ["Research Methods"], "type": "grey_literature", "access_type": "check_access", "link_status": "ok"}, {"id": "pre-analysis-plans-and-research-transparency", "title": "Pre-Analysis Plans and Research Transparency", "authors": "BITSS", "year": 2020, "topic": "Research Methods", "topics": ["Research Methods"], "type": "grey_literature", "access_type": "check_access", "link_status": "ok"}, {"id": "world-development-report-2014-risk-and-opportunity-managing-risk-for-development", "title": "World Development Report 2014: Risk and Opportunity - Managing Risk for Development", "authors": "World Bank", "year": 2013, "topic": "Social Protection", "topics": ["Social Protection"], "type": "grey_literature", "access_type": "open_access", "link_status": "ok"}, {"id": "the-state-of-social-safety-nets-2018", "title": "The State of Social Safety Nets 2018", "authors": "World Bank", "year": 2018, "topic": "Social Protection", "topics": ["Social Protection"], "type": "grey_literature", "access_type": "open_access", "link_status": "ok"}, {"id": "cash-transfers-what-does-the-evidence-say-a-rigorous-review-of-programme-impact", "title": "Cash Transfers: What Does the Evidence Say? A Rigorous Review of Programme Impact and the Role of Design and Implementation Features", "authors": "Francesca Bastagli, Jessica Hagen-Zanker, Luke Harman, Valentina Barca, Georgina Sturge, Tanja Schmidt", "year": 2016, "topic": "Social Protection", "topics": ["Social Protection"], "type": "grey_literature", "access_type": "check_access", "link_status": "blocked"}, {"id": "social-protection-and-labor-at-the-world-bank-2000-2008", "title": "Social Protection and Labor at the World Bank, 2000-2008", "authors": "World Bank", "year": 2009, "topic": "Social Protection", "topics": ["Social Protection"], "type": "grey_literature", "access_type": "open_access", "link_status": "ok"}, {"id": "public-works-programs-in-developing-countries-beyond-safety-net-programs", "title": "Public Works Programs in Developing Countries: Beyond Safety Net Programs", "authors": "Kalanidhi Subbarao, Carlo del Ninno, Colin Andrews, Claudia Rodriguez-Alas", "year": 2013, "topic": "Social Protection", "topics": ["Social Protection"], "type": "book", "access_type": "open_access", "link_status": "ok"}, {"id": "the-productive-safety-net-programme-in-ethiopia-impacts-on-childrens-schooling", "title": "The Productive Safety Net Programme in Ethiopia: Impacts on Children's Schooling and Labour", "authors": "John Hoddinott, Daniel O. Gilligan, Alemayehu Seyoum Taffesse", "year": 2010, "topic": "Social Protection", "topics": ["Social Protection"], "type": "paper", "access_type": "open_access", "link_status": "ok"}, {"id": "targeting-of-social-programs-in-africa", "title": "Targeting of Social Programs in Africa", "authors": "David Coady, Margaret Grosh, John Hoddinott", "year": 2004, "topic": "Social Protection", "topics": ["Social Protection"], "type": "book", "access_type": "open_access", "link_status": "ok"}, {"id": "social-safety-nets-and-gender-learning-from-impact-evaluations-and-world-bank", "title": "Social Safety Nets and Gender: Learning from Impact Evaluations and World Bank Projects", "authors": "World Bank", "year": 2014, "topic": "Social Protection", "topics": ["Social Protection"], "type": "grey_literature", "access_type": "open_access", "link_status": "ok"}, {"id": "adaptive-social-protection-building-resilience-to-shocks", "title": "Adaptive Social Protection: Building Resilience to Shocks", "authors": "World Bank", "year": 2020, "topic": "Social Protection", "topics": ["Social Protection"], "type": "grey_literature", "access_type": "open_access", "link_status": "ok"}, {"id": "universal-basic-income-a-primer", "title": "Universal Basic Income: A Primer", "authors": "Ugo Gentilini, Margaret Grosh, Jamele Rigolini, Ruslan Yemtsov (eds.)", "year": 2020, "topic": "Social Protection", "topics": ["Social Protection"], "type": "book", "access_type": "open_access", "link_status": "ok"}, {"id": "social-registries-for-social-assistance-and-beyond-a-guidance-note-and", "title": "Social Registries for Social Assistance and Beyond: A Guidance Note and Assessment Tool", "authors": "World Bank", "year": 2017, "topic": "Social Protection", "topics": ["Social Protection"], "type": "grey_literature", "access_type": "open_access", "link_status": "ok"}, {"id": "closing-the-coverage-gap-the-role-of-social-pensions-and-other-retirement", "title": "Closing the Coverage Gap: The Role of Social Pensions and Other Retirement Income Transfers", "authors": "World Bank", "year": 2009, "topic": "Social Protection", "topics": ["Social Protection"], "type": "grey_literature", "access_type": "open_access", "link_status": "ok"}, {"id": "protecting-the-poor-a-microinsurance-compendium", "title": "Protecting the Poor: A Microinsurance Compendium", "authors": "Craig Churchill (ed.)", "year": 2006, "topic": "Social Protection", "topics": ["Social Protection"], "type": "book", "access_type": "open_access", "link_status": "ok"}, {"id": "social-safety-nets-in-latin-america-responding-to-crises-and-building-resilience", "title": "Social Safety Nets in Latin America: Responding to Crises and Building Resilience", "authors": "Margaret Grosh, Carlos Leite, Matthew Wai-Poi, Emil Tesliuc", "year": 2022, "topic": "Social Protection", "topics": ["Social Protection"], "type": "grey_literature", "access_type": "open_access", "link_status": "ok"}, {"id": "indias-national-rural-employment-guarantee-act-nrega-an-assessment", "title": "India's National Rural Employment Guarantee Act (NREGA): An Assessment", "authors": "World Bank", "year": 2011, "topic": "Social Protection", "topics": ["Social Protection"], "type": "grey_literature", "access_type": "open_access", "link_status": "ok"}, {"id": "social-protection-in-a-changing-climate-linking-social-protection-and-climate", "title": "Social Protection in a Changing Climate: Linking Social Protection and Climate Change Adaptation", "authors": "IDS", "year": 2010, "topic": "Social Protection", "topics": ["Social Protection"], "type": "grey_literature", "access_type": "check_access", "link_status": "ok"}, {"id": "sourcebook-on-the-foundations-of-social-protection-delivery-systems", "title": "Sourcebook on the Foundations of Social Protection Delivery Systems", "authors": "World Bank", "year": 2020, "topic": "Social Protection", "topics": ["Social Protection"], "type": "grey_literature", "access_type": "open_access", "link_status": "ok"}, {"id": "long-term-impacts-of-conditional-cash-transfers-review-of-the-evidence", "title": "Long-Term Impacts of Conditional Cash Transfers: Review of the Evidence", "authors": "Sarah Baird, Francisco Ferreira, Berk Ozler, Michael Woolcock", "year": 2013, "topic": "Social Protection", "topics": ["Social Protection"], "type": "paper", "access_type": "open_access", "link_status": "ok"}, {"id": "social-protection-and-economic-growth-in-low-income-countries", "title": "Social Protection and Economic Growth in Low-Income Countries", "authors": "Armando Barrientos, David Hulme", "year": 2010, "topic": "Social Protection", "topics": ["Social Protection"], "type": "paper", "access_type": "check_access", "link_status": "ok"}, {"id": "government-spending-on-social-protection-in-sub-saharan-africa", "title": "Government Spending on Social Protection in Sub-Saharan Africa", "authors": "World Bank", "year": 2018, "topic": "Social Protection", "topics": ["Social Protection"], "type": "grey_literature", "access_type": "open_access", "link_status": "ok"}, {"id": "the-role-of-digital-technology-in-social-protection-during-and-after-covid-19", "title": "The Role of Digital Technology in Social Protection During and After COVID-19", "authors": "World Bank", "year": 2021, "topic": "Social Protection", "topics": ["Social Protection"], "type": "grey_literature", "access_type": "open_access", "link_status": "ok"}, {"id": "school-feeding-programs-addressing-malnutrition-and-improving-education", "title": "School Feeding Programs: Addressing Malnutrition and Improving Education", "authors": "World Bank, WFP", "year": 2009, "topic": "Social Protection", "topics": ["Social Protection"], "type": "grey_literature", "access_type": "open_access", "link_status": "ok"}, {"id": "reaching-the-last-mile-social-protection-for-persons-with-disabilities-in-low", "title": "Reaching the Last Mile: Social Protection for Persons with Disabilities in Low- and Middle-Income Countries", "authors": "World Bank", "year": 2021, "topic": "Social Protection", "topics": ["Social Protection"], "type": "grey_literature", "access_type": "open_access", "link_status": "ok"}, {"id": "world-social-protection-report-2020-22", "title": "World Social Protection Report 2020-22", "authors": "International Labour Organization", "year": 2021, "topic": "Social Protection", "topics": ["Social Protection"], "type": "grey_literature", "access_type": "open_access", "link_status": "ok"}, {"id": "cash-transfers-what-does-the-evidence-say", "title": "Cash Transfers: What Does the Evidence Say?", "authors": "ODI", "year": 2016, "topic": "Social Protection", "topics": ["Social Protection"], "type": "grey_literature", "access_type": "check_access", "link_status": "blocked"}, {"id": "realizing-the-full-potential-of-social-safety-nets-in-africa", "title": "Realizing the Full Potential of Social Safety Nets in Africa", "authors": "World Bank", "year": 2018, "topic": "Social Protection", "topics": ["Social Protection"], "type": "book", "access_type": "open_access", "link_status": "ok"}, {"id": "just-give-money-to-the-poor", "title": "Just Give Money to the Poor", "authors": "Joseph Hanlon, Armando Barrientos, David Hulme", "year": 2010, "topic": "Social Protection", "topics": ["Social Protection"], "type": "book", "access_type": "check_access", "link_status": "broken"}, {"id": "social-protection-and-jobs-responses-to-covid-19", "title": "Social Protection and Jobs Responses to COVID-19", "authors": "World Bank", "year": 2022, "topic": "Social Protection", "topics": ["Social Protection"], "type": "grey_literature", "access_type": "open_access", "link_status": "ok"}, {"id": "universal-basic-income-debate-and-evidence", "title": "Universal Basic Income: Debate and Evidence", "authors": "World Bank", "year": 2020, "topic": "Social Protection", "topics": ["Social Protection"], "type": "book", "access_type": "open_access", "link_status": "ok"}, {"id": "washem-a-handwashing-behaviour-change-approach", "title": "Wash'Em: A Handwashing Behaviour Change Approach", "authors": "LSHTM, Unilever", "year": 2020, "topic": "WASH", "topics": ["WASH"], "type": "grey_literature", "access_type": "check_access", "link_status": "ok"}, {"id": "water-sanitation-and-hygiene-wash-evidence-gaps-and-new-approaches", "title": "Water, Sanitation, and Hygiene (WASH): Evidence, Gaps, and New Approaches", "authors": "WHO", "year": 2019, "topic": "WASH", "topics": ["WASH"], "type": "grey_literature", "access_type": "open_access", "link_status": "ok"}, {"id": "effect-of-water-sanitation-and-hygiene-on-the-prevention-of-diarrhoea-in-young", "title": "Effect of Water, Sanitation, and Hygiene on the Prevention of Diarrhoea in Young Children: A Systematic Review and Meta-Analysis", "authors": "Lorna Fewtrell, Rachel B. Kaufmann, David Kay, Wayne Enanoria, Laurence Haller, John M. Colford Jr.", "year": 2005, "topic": "WASH", "topics": ["WASH"], "type": "paper", "access_type": "check_access", "link_status": "ok"}, {"id": "water-supply-sanitation-and-hygiene-promotion-interventions-and-child-health", "title": "Water Supply, Sanitation, and Hygiene Promotion Interventions and Child Health Outcomes: A Systematic Review and Meta-analysis", "authors": "Oliver Cumming, Sandy Cairncross", "year": 2016, "topic": "WASH", "topics": ["WASH"], "type": "paper", "access_type": "check_access", "link_status": "ok"}, {"id": "wash-benefits-bangladesh-a-cluster-randomised-trial-of-the-impact-of-wash", "title": "WASH Benefits Bangladesh: A Cluster-Randomised Trial of the Impact of WASH Interventions on Child Health and Development", "authors": "Jade Benjamin-Chung, John M. Colford Jr., Andrew Mertens, Alan Hubbard, et al.", "year": 2018, "topic": "WASH", "topics": ["WASH"], "type": "paper", "access_type": "check_access", "link_status": "ok"}, {"id": "wash-in-health-care-facilities-global-baseline-report-2019", "title": "WASH in Health Care Facilities: Global Baseline Report 2019", "authors": "WHO, UNICEF", "year": 2019, "topic": "WASH", "topics": ["WASH"], "type": "grey_literature", "access_type": "open_access", "link_status": "ok"}, {"id": "hygiene-and-health-systematic-review-of-handwashing-practices-worldwide-and", "title": "Hygiene and Health: Systematic Review of Handwashing Practices Worldwide and Update of Health Effects", "authors": "Val Curtis, Sandy Cairncross", "year": 2003, "topic": "WASH", "topics": ["WASH"], "type": "paper", "access_type": "check_access", "link_status": "ok"}, {"id": "sanitation-and-stunting-a-systematic-review-and-meta-analysis", "title": "Sanitation and Stunting: A Systematic Review and Meta-analysis", "authors": "Aurelie Brainard, Paul R. Hunter", "year": 2019, "topic": "WASH", "topics": ["WASH"], "type": "paper", "access_type": "check_access", "link_status": "ok"}, {"id": "community-led-total-sanitation-a-mixed-methods-systematic-review-of-evidence", "title": "Community-Led Total Sanitation: A Mixed Methods Systematic Review of Evidence and Its Quality", "authors": "Vidya Venkataramanan, Jonny Crocker, Andrew Karon, Jamie Bartram", "year": 2018, "topic": "WASH", "topics": ["WASH"], "type": "paper", "access_type": "check_access", "link_status": "ok"}, {"id": "safely-managed-drinking-water-thematic-report-on-drinking-water-2017", "title": "Safely Managed Drinking Water: Thematic Report on Drinking Water 2017", "authors": "WHO, UNICEF", "year": 2017, "topic": "WASH", "topics": ["WASH"], "type": "grey_literature", "access_type": "open_access", "link_status": "ok"}, {"id": "sustainable-sanitation-for-all-experiences-challenges-and-innovations", "title": "Sustainable Sanitation for All: Experiences, Challenges, and Innovations", "authors": "Petra Bongartz, Naomi Vernon, John Fox", "year": 2016, "topic": "WASH", "topics": ["WASH"], "type": "book", "access_type": "check_access", "link_status": "ok"}, {"id": "water-scarcity-risk-and-vulnerability-an-assessment-under-climate-change", "title": "Water Scarcity, Risk and Vulnerability: An Assessment Under Climate Change", "authors": "World Bank", "year": 2016, "topic": "WASH", "topics": ["WASH"], "type": "grey_literature", "access_type": "open_access", "link_status": "ok"}, {"id": "the-true-cost-of-poor-sanitation", "title": "The True Cost of Poor Sanitation", "authors": "Guy Hutton", "year": 2012, "topic": "WASH", "topics": ["WASH"], "type": "grey_literature", "access_type": "open_access", "link_status": "ok"}, {"id": "menstrual-hygiene-management-operational-guidelines", "title": "Menstrual Hygiene Management: Operational Guidelines", "authors": "UNICEF", "year": 2019, "topic": "WASH", "topics": ["WASH"], "type": "grey_literature", "access_type": "open_access", "link_status": "ok"}, {"id": "point-of-use-household-drinking-water-filtration-a-practical-effective-solution", "title": "Point-of-Use Household Drinking Water Filtration: A Practical, Effective Solution or Scalable Stopgap?", "authors": "Thomas Clasen", "year": 2015, "topic": "WASH", "topics": ["WASH"], "type": "paper", "access_type": "check_access", "link_status": "ok"}, {"id": "effectiveness-of-interventions-to-promote-handwashing-and-other-health", "title": "Effectiveness of Interventions to Promote Handwashing and Other Health Behaviours Before and After COVID-19: A Systematic Review", "authors": "Jennifer Brogan, Jennie Musto, Val Curtis", "year": 2022, "topic": "WASH", "topics": ["WASH"], "type": "paper", "access_type": "check_access", "link_status": "ok"}, {"id": "how-does-improving-water-sanitation-and-hygiene-affect-nutrition-a-systematic", "title": "How Does Improving Water, Sanitation and Hygiene Affect Nutrition? A Systematic Review", "authors": "Alan D. Dangour, Louise Watson, Oliver Cumming, Sonja Y. Hess, et al.", "year": 2013, "topic": "WASH", "topics": ["WASH"], "type": "paper", "access_type": "check_access", "link_status": "ok"}, {"id": "water-safety-plans-managing-drinking-water-quality-from-catchment-to-consumer", "title": "Water Safety Plans: Managing Drinking-Water Quality from Catchment to Consumer", "authors": "WHO", "year": 2005, "topic": "WASH", "topics": ["WASH"], "type": "grey_literature", "access_type": "open_access", "link_status": "ok"}, {"id": "rural-water-supply-in-africa-lessons-from-implementation-projects", "title": "Rural Water Supply in Africa: Lessons from Implementation Projects", "authors": "World Bank", "year": 2017, "topic": "WASH", "topics": ["WASH"], "type": "grey_literature", "access_type": "open_access", "link_status": "ok"}, {"id": "the-handwashing-handbook-a-guide-for-developing-a-hygiene-promotion-program", "title": "The Handwashing Handbook: A Guide for Developing a Hygiene Promotion Program", "authors": "World Bank, UNICEF, USAID", "year": 2005, "topic": "WASH", "topics": ["WASH"], "type": "grey_literature", "access_type": "open_access", "link_status": "ok"}, {"id": "water-sanitation-hygiene-and-soil-transmitted-helminth-infection-a-systematic", "title": "Water, Sanitation, Hygiene, and Soil-Transmitted Helminth Infection: A Systematic Review and Meta-Analysis", "authors": "Matthew C. Freeman, Masa Ogden, Jacqueline Brooker, et al.", "year": 2017, "topic": "WASH", "topics": ["WASH"], "type": "paper", "access_type": "check_access", "link_status": "ok"}, {"id": "progress-on-household-drinking-water-sanitation-and-hygiene-2000-2022", "title": "Progress on Household Drinking Water, Sanitation and Hygiene 2000-2022", "authors": "WHO, UNICEF (JMP)", "year": 2023, "topic": "WASH", "topics": ["WASH"], "type": "grey_literature", "access_type": "check_access", "link_status": "ok"}, {"id": "the-human-right-to-water-and-sanitation", "title": "The Human Right to Water and Sanitation", "authors": "UN", "year": 2010, "topic": "WASH", "topics": ["WASH"], "type": "grey_literature", "access_type": "check_access", "link_status": "ok"}, {"id": "world-water-development-report-2024", "title": "World Water Development Report 2024", "authors": "UNESCO, UN-Water", "year": 2024, "topic": "WASH", "topics": ["WASH"], "type": "grey_literature", "access_type": "check_access", "link_status": "ok"}, {"id": "sanitation-and-health", "title": "Sanitation and Health", "authors": "World Health Organization", "year": 2018, "topic": "WASH", "topics": ["WASH"], "type": "grey_literature", "access_type": "open_access", "link_status": "ok"}, {"id": "the-economics-of-sanitation-initiative", "title": "The Economics of Sanitation Initiative", "authors": "World Bank Water and Sanitation Program", "year": 2012, "topic": "WASH", "topics": ["WASH"], "type": "grey_literature", "access_type": "free_to_read", "link_status": "ok"}, {"id": "water-supply-sanitation-and-hygiene-in-schools", "title": "Water Supply, Sanitation and Hygiene in Schools", "authors": "UNICEF, WHO", "year": 2020, "topic": "WASH", "topics": ["WASH"], "type": "grey_literature", "access_type": "check_access", "link_status": "ok"}, {"id": "ending-open-defecation-lessons-from-the-swachh-bharat-mission", "title": "Ending Open Defecation: Lessons from the Swachh Bharat Mission", "authors": "World Bank", "year": 2019, "topic": "WASH", "topics": ["WASH"], "type": "grey_literature", "access_type": "free_to_read", "link_status": "broken"}, {"id": "water-and-climate-change", "title": "Water and Climate Change", "authors": "UN-Water", "year": 2020, "topic": "WASH", "topics": ["WASH"], "type": "grey_literature", "access_type": "check_access", "link_status": "blocked"}]
diff --git a/data/stats.json b/data/stats.json
index eb8d7b9..3af0ba6 100644
--- a/data/stats.json
+++ b/data/stats.json
@@ -10,26 +10,26 @@
     "Climate & Environment": 46,
     "Conflict & Humanitarian": 24,
     "Data & Technology": 46,
-    "Development Economics": 51,
+    "Development Economics": 52,
     "Disability & Inclusion": 26,
     "Education": 20,
     "Energy & Just Transition": 12,
-    "Financial Inclusion": 20,
-    "Gender & Social Inclusion": 44,
-    "Livelihoods": 49,
-    "MEAL & Evaluation": 43,
+    "Financial Inclusion": 21,
+    "Gender & Social Inclusion": 45,
+    "Livelihoods": 54,
+    "MEAL & Evaluation": 44,
     "Mental Health & Wellbeing": 12,
-    "Migration & Urbanization": 30,
-    "Public Health": 36,
-    "Public Policy & Governance": 50,
-    "Research Methods": 46,
-    "Social Protection": 29,
+    "Migration & Urbanization": 31,
+    "Public Health": 37,
+    "Public Policy & Governance": 55,
+    "Research Methods": 53,
+    "Social Protection": 30,
     "WASH": 29
   },
   "by_access": {
-    "check_access": 200,
+    "check_access": 203,
     "free_to_read": 104,
-    "open_access": 341
+    "open_access": 338
   },
   "topic_count": 19,
   "year_min": 1965,
diff --git a/data/topics/agriculture_food_systems_resources.json b/data/topics/agriculture_food_systems_resources.json
index 119284a..ca45993 100644
--- a/data/topics/agriculture_food_systems_resources.json
+++ b/data/topics/agriculture_food_systems_resources.json
@@ -15,7 +15,8 @@
       "nutrition",
       "urbanization"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "World Development Report 2008: Agriculture for Development",
@@ -32,7 +33,8 @@
       "agriculture-food-systems",
       "poverty"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Global Food Policy Report 2023: Rethinking Food Crisis Responses",
@@ -48,7 +50,8 @@
       "agriculture-food-systems",
       "climate-change"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Climate-Smart Agriculture Sourcebook",
@@ -56,7 +59,7 @@
     "year": 2013,
     "type": "grey_literature",
     "topic": "Agriculture & Food Systems",
-    "url": "https://www.fao.org/climate-smart-agriculture-sourcebook/en/",
+    "url": "https://www.fao.org/climate-smart-agriculture-sourcebook",
     "description": "Comprehensive reference on climate-smart agriculture providing technical guidance on sustainably increasing productivity, building resilience to climate change, and reducing greenhouse gas emissions across crop, livestock, fishery, and forestry systems.",
     "id": "climate-smart-agriculture-sourcebook",
     "access_type": "open_access",
@@ -65,7 +68,8 @@
       "agriculture-food-systems",
       "climate-change"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Harvesting Prosperity: Technology and Productivity Growth in Agriculture",
@@ -81,7 +85,8 @@
       "agriculture",
       "agriculture-food-systems"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "The State of Food and Agriculture 2019: Moving Forward on Food Loss and Waste Reduction",
@@ -98,7 +103,8 @@
       "agriculture-food-systems",
       "supply-chains"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Enabling the Business of Agriculture 2019",
@@ -114,7 +120,8 @@
       "agriculture",
       "agriculture-food-systems"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Agricultural Extension in Developing Countries",
@@ -130,7 +137,8 @@
       "agriculture-food-systems",
       "education"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "The Impact of Agricultural Index Insurance on Smallholder Farmers: A Systematic Review",
@@ -146,7 +154,8 @@
       "agriculture-food-systems",
       "systematic-review"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Growing Africa: Unlocking the Potential of Agribusiness",
@@ -163,7 +172,8 @@
       "agriculture-food-systems",
       "value-chains"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "From Agriculture to Nutrition: Pathways, Synergies, and Outcomes",
@@ -180,7 +190,8 @@
       "agriculture-food-systems",
       "nutrition"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Gender in Agriculture Sourcebook",
@@ -197,7 +208,8 @@
       "agriculture-food-systems",
       "gender"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Food Systems for Better Nutrition",
@@ -214,7 +226,8 @@
       "agriculture-food-systems",
       "nutrition"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Smallholder Agriculture and Market Participation: Evidence from Eastern and Southern Africa",
@@ -230,7 +243,8 @@
       "agriculture",
       "agriculture-food-systems"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Global Report on Food Crises 2023",
@@ -245,7 +259,8 @@
     "tags": [
       "agriculture-food-systems"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Soil Fertility Management in Sub-Saharan Africa",
@@ -261,7 +276,8 @@
       "Sub-Saharan-Africa",
       "agriculture-food-systems"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Land Governance Assessment Framework: Implementation Manual for Assessing Governance in the Land Sector",
@@ -277,7 +293,8 @@
       "agriculture-food-systems",
       "governance"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Digital Agriculture: Feeding the Future",
@@ -296,7 +313,8 @@
       "digital",
       "mobile-technology"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Resilience of Smallholder Farming Systems in Sub-Saharan Africa",
@@ -312,7 +330,8 @@
       "Sub-Saharan-Africa",
       "agriculture-food-systems"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "ICT in Agriculture: Connecting Smallholders to Knowledge, Networks, and Institutions",
@@ -331,7 +350,8 @@
       "institutions",
       "mobile-technology"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "High and Dry: Climate Change, Water, and the Economy",
@@ -347,7 +367,8 @@
       "agriculture-food-systems",
       "climate-change"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Missing Food: The Case of Postharvest Grain Losses in Sub-Saharan Africa",
@@ -363,7 +384,8 @@
       "Sub-Saharan-Africa",
       "agriculture-food-systems"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "The State of Food Security and Nutrition in the World 2024",
@@ -380,7 +402,8 @@
       "food-security",
       "nutrition"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "The State of Food and Agriculture 2023",
@@ -396,7 +419,8 @@
       "agriculture",
       "agriculture-food-systems"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Global Report on Food Crises 2024",
@@ -411,7 +435,8 @@
     "tags": [
       "agriculture-food-systems"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Repurposing Agricultural Policies and Support",
@@ -426,7 +451,8 @@
     "tags": [
       "agriculture-food-systems"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Agricultural Innovation for Family Farming",
@@ -441,7 +467,8 @@
     "tags": [
       "agriculture-food-systems"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Water for Sustainable Food and Agriculture",
@@ -457,7 +484,8 @@
       "agriculture",
       "agriculture-food-systems"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Ending Hunger: What Would It Cost?",
@@ -472,7 +500,8 @@
     "tags": [
       "agriculture-food-systems"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Crop Production and Natural Resource Use",
@@ -489,7 +518,8 @@
       "agriculture-food-systems",
       "biodiversity"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "The Future of Food and Agriculture: Trends and Challenges",
@@ -505,7 +535,8 @@
       "agriculture",
       "agriculture-food-systems"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Agriculture for Development in India",
@@ -522,6 +553,7 @@
       "agriculture",
       "agriculture-food-systems"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   }
 ]
\ No newline at end of file
diff --git a/data/topics/climate_environment_resources.json b/data/topics/climate_environment_resources.json
index 8b5aba1..9874096 100644
--- a/data/topics/climate_environment_resources.json
+++ b/data/topics/climate_environment_resources.json
@@ -16,7 +16,8 @@
       "climate-change",
       "climate-environment"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Climate Change 2022: Mitigation of Climate Change",
@@ -32,7 +33,8 @@
       "climate-change",
       "climate-environment"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Climate Change 2023: Synthesis Report",
@@ -49,7 +51,8 @@
       "climate-change",
       "climate-environment"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Global Warming of 1.5°C: An IPCC Special Report",
@@ -65,7 +68,8 @@
       "climate-environment",
       "poverty"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "The Economics of Climate Change: The Stern Review",
@@ -81,7 +85,8 @@
       "climate-change",
       "climate-environment"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "The Economics of Biodiversity: The Dasgupta Review",
@@ -97,7 +102,8 @@
       "biodiversity",
       "climate-environment"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Temperature Shocks and Economic Growth: Evidence from the Last Half Century",
@@ -112,7 +118,8 @@
     "tags": [
       "climate-environment"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Global Non-linear Effect of Temperature on Economic Production",
@@ -127,7 +134,8 @@
     "tags": [
       "climate-environment"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Global Warming Has Increased Global Economic Inequality",
@@ -144,7 +152,8 @@
       "climate-environment",
       "inequality"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Social and Economic Impacts of Climate",
@@ -160,7 +169,8 @@
       "climate-environment",
       "migration"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Long-Term Macroeconomic Effects of Climate Change: A Cross-Country Analysis",
@@ -176,7 +186,8 @@
       "climate-change",
       "climate-environment"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Climate Change Economics over Time and Space",
@@ -193,7 +204,8 @@
       "climate-change",
       "climate-environment"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Shock Waves: Managing the Impacts of Climate Change on Poverty",
@@ -210,7 +222,8 @@
       "climate-environment",
       "poverty"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Turn Down the Heat: Why a 4°C Warmer World Must Be Avoided",
@@ -226,7 +239,8 @@
       "biodiversity",
       "climate-environment"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "South Asia's Hotspots: The Impact of Temperature and Precipitation Changes on Living Standards",
@@ -242,7 +256,8 @@
       "South-Asia",
       "climate-environment"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Groundswell Part 2: Acting on Internal Climate Migration",
@@ -260,7 +275,8 @@
       "climate-environment",
       "migration"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Country Climate and Development Reports (CCDRs)",
@@ -280,7 +296,8 @@
       "climate-change",
       "climate-environment"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Adapt Now: A Global Call for Leadership on Climate Resilience",
@@ -296,7 +313,8 @@
       "climate-adaptation",
       "climate-environment"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Adaptation Gap Report 2023: Underfinanced. Underprepared.",
@@ -312,7 +330,8 @@
       "climate-adaptation",
       "climate-environment"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Emissions Gap Report 2023: Broken Record",
@@ -327,7 +346,8 @@
     "tags": [
       "climate-environment"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Global Environment Outlook – GEO-6: Healthy Planet, Healthy People",
@@ -342,7 +362,8 @@
     "tags": [
       "climate-environment"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "State and Trends of Carbon Pricing 2023",
@@ -358,7 +379,8 @@
       "carbon-emissions",
       "climate-environment"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Human Development Report 2021/2022: Uncertain Times, Unsettled Lives: Shaping our Future in a Transforming World",
@@ -374,7 +396,8 @@
       "climate-change",
       "climate-environment"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Global Assessment Report on Biodiversity and Ecosystem Services",
@@ -391,7 +414,8 @@
       "climate-change",
       "climate-environment"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "The Value of the World's Ecosystem Services and Natural Capital",
@@ -406,7 +430,8 @@
     "tags": [
       "climate-environment"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Global Assessment Report on Disaster Risk Reduction 2022: Our World at Risk",
@@ -422,7 +447,8 @@
       "climate-environment",
       "governance"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "GAR Special Report 2023: Mapping Resilience for the Sustainable Development Goals",
@@ -437,7 +463,8 @@
     "tags": [
       "climate-environment"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "A Global Just Transition: Background Note for COP27",
@@ -453,7 +480,8 @@
       "carbon-emissions",
       "climate-environment"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Climate Finance Provided and Mobilised by Developed Countries in 2013-2022",
@@ -468,7 +496,8 @@
     "tags": [
       "climate-environment"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "State and Trends in Climate Adaptation Finance 2023",
@@ -484,7 +513,8 @@
       "climate-adaptation",
       "climate-environment"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Aggregate Trends of Climate Finance Provided and Mobilised by Developed Countries in 2013-2020",
@@ -499,7 +529,8 @@
     "tags": [
       "climate-environment"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Policies and Practices of Climate Change Education in South Asia: Towards a Support Framework",
@@ -521,7 +552,8 @@
       "climate-environment",
       "education"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Climate Change and Food Security in South Asia: The Importance of Renewable Energy and Agricultural Credit",
@@ -540,7 +572,8 @@
       "food-security",
       "renewable-energy"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "World Bank Group Climate Change Action Plan 2021-2025: South Asia Roadmap",
@@ -558,7 +591,8 @@
       "climate-change",
       "climate-environment"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Firm Adaptation to Climate Change: Evidence from Establishment-Level Data",
@@ -576,7 +610,8 @@
       "climate-change",
       "climate-environment"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "The Macroeconomic Impact of Climate Change: Global vs. Local Temperature",
@@ -592,7 +627,8 @@
       "climate-change",
       "climate-environment"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Adaptation to Climate Change",
@@ -609,7 +645,8 @@
       "climate-change",
       "climate-environment"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "South Asia Disaster Risk Management Programme: Synthesis Report",
@@ -625,7 +662,8 @@
       "South-Asia",
       "climate-environment"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Climate Change 2023: Synthesis Report (AR6)",
@@ -642,7 +680,8 @@
       "climate-change",
       "climate-environment"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Emissions Gap Report 2024",
@@ -657,7 +696,8 @@
     "tags": [
       "climate-environment"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Adaptation Gap Report 2024",
@@ -673,7 +713,8 @@
       "climate-adaptation",
       "climate-environment"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Groundswell: Preparing for Internal Climate Migration",
@@ -690,7 +731,8 @@
       "climate-environment",
       "migration"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "State of the Global Climate 2023",
@@ -705,7 +747,8 @@
     "tags": [
       "climate-environment"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "World Development Report 2010: Development and Climate Change",
@@ -721,7 +764,8 @@
       "climate-change",
       "climate-environment"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Global Warming of 1.5°C (SR15)",
@@ -736,7 +780,8 @@
     "tags": [
       "climate-environment"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Financing Climate Action in Developing Countries",
@@ -751,6 +796,7 @@
     "tags": [
       "climate-environment"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23"
   }
 ]
\ No newline at end of file
diff --git a/data/topics/conflict_humanitarian_resources.json b/data/topics/conflict_humanitarian_resources.json
index 2c4e972..48c2c45 100644
--- a/data/topics/conflict_humanitarian_resources.json
+++ b/data/topics/conflict_humanitarian_resources.json
@@ -14,7 +14,8 @@
       "governance",
       "institutions"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Global Trends: Forced Displacement in 2022",
@@ -30,7 +31,8 @@
       "Afghanistan",
       "conflict-humanitarian"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Pathways for Peace: Inclusive Approaches to Preventing Violent Conflict",
@@ -46,7 +48,8 @@
       "conflict-humanitarian",
       "institutions"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Forcibly Displaced: Toward a Development Approach Supporting Refugees, the Internally Displaced, and Their Hosts",
@@ -62,7 +65,8 @@
       "conflict-humanitarian",
       "education"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Conflict and Development: World Bank Strategy for Fragile and Conflict-Affected Situations",
@@ -77,7 +81,8 @@
     "tags": [
       "conflict-humanitarian"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Civil War and Development Policy",
@@ -92,7 +97,8 @@
     "tags": [
       "conflict-humanitarian"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "The Grand Bargain: A Shared Commitment to Better Serve People in Need",
@@ -107,7 +113,8 @@
     "tags": [
       "conflict-humanitarian"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Disaster Risk Reduction Including Climate Change Adaptation Over South Asia: Challenges and Ways Forward",
@@ -125,7 +132,8 @@
       "climate-change",
       "conflict-humanitarian"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Breaking the Conflict Trap: Civil War and Development Policy",
@@ -141,7 +149,8 @@
       "conflict-humanitarian",
       "poverty"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Sendai Framework for Disaster Risk Reduction 2015-2030",
@@ -157,7 +166,8 @@
       "conflict-humanitarian",
       "governance"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Conflict, Fragility, and Forced Displacement in the Middle East and North Africa",
@@ -172,7 +182,8 @@
     "tags": [
       "conflict-humanitarian"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Education in Emergencies: Including Everyone",
@@ -188,7 +199,8 @@
       "conflict-humanitarian",
       "education"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Post-Conflict Transitions Working Paper Series: Post-Conflict Economic Recovery",
@@ -203,7 +215,8 @@
     "tags": [
       "conflict-humanitarian"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Building Resilience to Conflict Through Food-Security Policies and Programs",
@@ -219,7 +232,8 @@
       "conflict-humanitarian",
       "food-security"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Securing Development: Public Finance and the Security Sector",
@@ -235,7 +249,8 @@
       "conflict-humanitarian",
       "governance"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Humanitarian Response Index 2011: Focus on Addressing Displacement",
@@ -250,7 +265,8 @@
     "tags": [
       "conflict-humanitarian"
     ],
-    "verified": false
+    "link_status": "broken",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "The Economics of the Syrian Civil War",
@@ -266,7 +282,8 @@
       "conflict-humanitarian",
       "education"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Global Report on Internal Displacement 2024",
@@ -281,7 +298,8 @@
     "tags": [
       "conflict-humanitarian"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Global Humanitarian Overview 2024",
@@ -296,7 +314,8 @@
     "tags": [
       "conflict-humanitarian"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "The Sphere Handbook: Humanitarian Charter and Minimum Standards",
@@ -311,7 +330,8 @@
     "tags": [
       "conflict-humanitarian"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "The State of the World's Refugees",
@@ -326,7 +346,8 @@
     "tags": [
       "conflict-humanitarian"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Humanitarian Response in Fragile Settings",
@@ -341,7 +362,8 @@
     "tags": [
       "conflict-humanitarian"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Cash Transfers in Humanitarian Contexts",
@@ -357,7 +379,8 @@
       "cash-transfers",
       "conflict-humanitarian"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Grievances, Governance and Violent Extremism",
@@ -373,6 +396,7 @@
       "conflict-humanitarian",
       "governance"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23"
   }
 ]
\ No newline at end of file
diff --git a/data/topics/data_technology_for_development.json b/data/topics/data_technology_for_development.json
index c266b56..7ad4931 100644
--- a/data/topics/data_technology_for_development.json
+++ b/data/topics/data_technology_for_development.json
@@ -13,7 +13,8 @@
       "data-technology",
       "governance"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "World Development Report 2016: Digital Dividends",
@@ -30,7 +31,8 @@
       "digital",
       "institutions"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Digital Economy Report 2021: Cross-Border Data Flows and Development",
@@ -47,7 +49,8 @@
       "digital",
       "governance"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Measuring Digital Development: Facts and Figures 2023",
@@ -64,7 +67,8 @@
       "digital",
       "gender"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "The State of Mobile Internet Connectivity 2023",
@@ -81,7 +85,8 @@
       "digital",
       "mobile-technology"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "United Nations E-Government Survey 2022: The Future of Digital Government",
@@ -98,7 +103,8 @@
       "digital",
       "survey-data"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Open Government Data Report: Enhancing Policy Maturity for Sustainable Impact",
@@ -114,7 +120,8 @@
       "data-technology",
       "digital"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Open Government for Stronger Democracies: A Global Assessment",
@@ -129,7 +136,8 @@
     "tags": [
       "data-technology"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Navigating Algorithm Bias in AI: Ensuring Fairness and Trust in Africa",
@@ -144,7 +152,8 @@
     "tags": [
       "data-technology"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Ethics and Diversity in Artificial Intelligence Policies, Strategies and Initiatives",
@@ -162,7 +171,8 @@
       "data-technology",
       "digital"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Recommendation on the Ethics of Artificial Intelligence",
@@ -179,7 +189,8 @@
       "data-technology",
       "governance"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "AI and Education: Guidance for Policy-Makers",
@@ -195,7 +206,8 @@
       "data-technology",
       "education"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Identity Verification Standards in Welfare Programs: Experimental Evidence from India",
@@ -213,7 +225,8 @@
       "data-technology",
       "social-protection"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Building State Capacity: Evidence from Biometric Smartcards in India",
@@ -229,7 +242,8 @@
       "India",
       "data-technology"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Identification for Development: The Biometrics Revolution",
@@ -244,7 +258,8 @@
     "tags": [
       "data-technology"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Mobile Phones and Economic Development in Africa",
@@ -262,7 +277,8 @@
       "data-technology",
       "mobile-technology"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "The Impact of Mobile Money on Poor Rural Households: Experimental Evidence from Uganda",
@@ -278,7 +294,8 @@
       "data-technology",
       "mobile-technology"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Using Publicly Available Satellite Imagery and Deep Learning to Understand Economic Well-Being in Africa",
@@ -293,7 +310,8 @@
     "tags": [
       "data-technology"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Technology as Amplifier in International Development",
@@ -308,7 +326,8 @@
     "tags": [
       "data-technology"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "The Sustainable Development Goals Report 2024",
@@ -323,7 +342,8 @@
     "tags": [
       "data-technology"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Data for Development: A Needs Assessment for SDG Monitoring and Statistical Capacity Development",
@@ -338,7 +358,8 @@
     "tags": [
       "data-technology"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "A World That Counts: Mobilising the Data Revolution for Sustainable Development",
@@ -353,7 +374,8 @@
     "tags": [
       "data-technology"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Africa Data Revolution Report 2018: Status and Emerging Impact",
@@ -369,7 +391,8 @@
       "data-technology",
       "qualitative"
     ],
-    "verified": false
+    "link_status": "unknown",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Open Data Barometer (Fourth Edition)",
@@ -384,7 +407,8 @@
     "tags": [
       "data-technology"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Bridging the Digital Gender Divide: Include, Upskill, Innovate",
@@ -402,7 +426,8 @@
       "education",
       "gender"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Digital Gender Divide or Technologically Empowered Women in Developing Countries? A Typical Case of Lies, Damned Lies, and Statistics",
@@ -423,7 +448,8 @@
       "gender",
       "inequality"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Bridging Digital Divides: A Literature Review and Research Agenda for Information Systems Research",
@@ -439,7 +465,8 @@
       "data-technology",
       "digital"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "E-Participation: A Quick Overview of Recent Qualitative Trends",
@@ -456,7 +483,8 @@
       "digital",
       "qualitative"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Intersections between Civic Technology (Civic Tech) and Governance in Nigeria and South Africa",
@@ -472,7 +500,8 @@
       "data-technology",
       "governance"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Blockchain and Economic Development: Hype vs. Reality",
@@ -488,7 +517,8 @@
       "data-technology",
       "digital"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Taming the Beast: Harnessing Blockchains in Developing Country Governments",
@@ -503,7 +533,8 @@
     "tags": [
       "data-technology"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Blockchain Technology for Human Development: Not So Fast?",
@@ -519,7 +550,8 @@
       "data-technology",
       "digital"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "The Experimental Approach to Development Economics",
@@ -535,7 +567,8 @@
       "RCT",
       "data-technology"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Artificial Intelligence and Its Implications for Income Distribution and Unemployment",
@@ -552,7 +585,8 @@
       "data-technology",
       "employment"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Governance of Data and Data-driven Technology",
@@ -568,7 +602,8 @@
       "data-technology",
       "governance"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Poverty Mapping: Innovative Approaches to Creating Poverty Maps with New Data Sources",
@@ -585,7 +620,8 @@
       "machine-learning",
       "poverty"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Costing a Data Revolution",
@@ -600,7 +636,8 @@
     "tags": [
       "data-technology"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "World Development Report 2016: Digital Dividends (Overview)",
@@ -617,7 +654,8 @@
       "digital",
       "institutions"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Digital Public Infrastructure and Development",
@@ -633,7 +671,8 @@
       "data-technology",
       "digital"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "The Government Analytics Handbook",
@@ -649,7 +688,8 @@
       "data-technology",
       "survey-data"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Data for Better Lives (WDR 2021 Overview)",
@@ -664,7 +704,8 @@
     "tags": [
       "data-technology"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Artificial Intelligence in the Global South",
@@ -680,7 +721,8 @@
       "AI",
       "data-technology"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "The Digital Financial Services Landscape",
@@ -697,7 +739,8 @@
       "digital",
       "mobile-technology"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Identification for Development (ID4D) Global Dataset",
@@ -712,7 +755,8 @@
     "tags": [
       "data-technology"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Open Data for Development",
@@ -727,7 +771,8 @@
     "tags": [
       "data-technology"
     ],
-    "verified": false
+    "link_status": "unknown",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "AI Ethics and Governance in Practice",
@@ -744,6 +789,7 @@
       "data-technology",
       "governance"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   }
 ]
\ No newline at end of file
diff --git a/data/topics/development_economics_resources.json b/data/topics/development_economics_resources.json
index d1b6ec2..01d1959 100644
--- a/data/topics/development_economics_resources.json
+++ b/data/topics/development_economics_resources.json
@@ -13,7 +13,8 @@
       "development-economics",
       "nutrition"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "The Colonial Origins of Comparative Development: An Empirical Investigation",
@@ -30,7 +31,8 @@
       "development-economics",
       "institutions"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Institutions as a Fundamental Cause of Long-Run Growth",
@@ -46,7 +48,8 @@
       "development-economics",
       "institutions"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "The Economic Lives of the Poor",
@@ -62,7 +65,8 @@
       "development-economics",
       "survey-data"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "The Miracle of Microfinance? Evidence from a Randomized Evaluation",
@@ -82,7 +86,8 @@
       "microfinance",
       "womens-empowerment"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Long-term Effects of the Targeting the Ultra Poor Program",
@@ -99,7 +104,8 @@
       "development-economics",
       "food-security"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Women as Policy Makers: Evidence from a Randomized Policy Experiment in India",
@@ -116,7 +122,8 @@
       "RCT",
       "development-economics"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Schooling and Labor Market Consequences of School Construction in Indonesia: Evidence from an Unusual Policy Experiment",
@@ -133,7 +140,8 @@
       "education",
       "labor-markets"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Monitoring Works: Getting Teachers to Come to School",
@@ -150,7 +158,8 @@
       "development-economics",
       "education"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Remedying Education: Evidence from Two Randomized Experiments in India",
@@ -168,7 +177,8 @@
       "development-economics",
       "education"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "The Analysis of Household Surveys: A Microeconometric Approach to Development Policy",
@@ -185,7 +195,8 @@
       "poverty",
       "survey-data"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Food and Nutrition in India: Facts and Interpretations",
@@ -202,7 +213,8 @@
       "development-economics",
       "nutrition"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Counting and Multidimensional Poverty Measurement",
@@ -218,7 +230,8 @@
       "development-economics",
       "poverty"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Acute Multidimensional Poverty: A New Index for Developing Countries",
@@ -235,7 +248,8 @@
       "education",
       "poverty"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "The Idea of Antipoverty Policy",
@@ -251,7 +265,8 @@
       "development-economics",
       "poverty"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Goodbye Washington Consensus, Hello Washington Confusion? A Review of the World Bank's Economic Growth in the 1990s",
@@ -266,7 +281,8 @@
     "tags": [
       "development-economics"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Globalization, Structural Change and Productivity Growth",
@@ -282,7 +298,8 @@
       "Latin-America",
       "development-economics"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Worms: Identifying Impacts on Education and Health in the Presence of Treatment Externalities",
@@ -299,7 +316,8 @@
       "development-economics",
       "education"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "The Illusion of Sustainability",
@@ -315,7 +333,8 @@
       "development-economics",
       "education"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Creating Markets for New Vaccines Part I: Rationale",
@@ -330,7 +349,8 @@
     "tags": [
       "development-economics"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "The Experimental Approach to Development Economics",
@@ -348,7 +368,8 @@
       "education",
       "survey-data"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "The Long-Term Effects of Africa's Slave Trades",
@@ -363,7 +384,8 @@
     "tags": [
       "development-economics"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Economic Reform and the Process of Global Integration",
@@ -378,7 +400,8 @@
     "tags": [
       "development-economics"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "The Microfinance Promise",
@@ -395,7 +418,8 @@
       "microfinance",
       "poverty"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Do Rural Banks Matter? Evidence from the Indian Social Banking Experiment",
@@ -412,7 +436,8 @@
       "development-economics",
       "poverty"
     ],
-    "verified": false
+    "link_status": "unknown",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Land Reform, Poverty Reduction, and Growth: Evidence from India",
@@ -430,7 +455,8 @@
       "panel-data",
       "poverty"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Institutions and Development: A View from Below",
@@ -446,7 +472,8 @@
       "development-economics",
       "institutions"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Why Are Indian Children So Short? The Role of Birth Order and Son Preference",
@@ -464,7 +491,8 @@
       "gender",
       "nutrition"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "The Digital Provide: Information (Technology), Market Performance, and Welfare in the South Indian Fisheries Sector",
@@ -482,7 +510,8 @@
       "digital",
       "mobile-technology"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Misallocation and Manufacturing TFP in China and India",
@@ -498,7 +527,8 @@
       "India",
       "development-economics"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Entitled to Work: Urban Property Rights and Labor Supply in Peru",
@@ -513,7 +543,8 @@
     "tags": [
       "development-economics"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Risk and Insurance in Village India",
@@ -529,7 +560,8 @@
       "India",
       "development-economics"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Top Incomes in the Long Run of History",
@@ -545,7 +577,8 @@
       "development-economics",
       "survey-data"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Income Distribution and Macroeconomics",
@@ -560,7 +593,8 @@
     "tags": [
       "development-economics"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Poverty, Inequality, and Growth: Trends, Policies, and Controversies",
@@ -577,7 +611,8 @@
       "inequality",
       "poverty"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Growth, Inequality, and Poverty Reduction in Developing Countries",
@@ -594,7 +629,8 @@
       "inequality",
       "poverty"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Inequality and Growth: A Review on a Great Open Debate in Economics",
@@ -610,7 +646,8 @@
       "development-economics",
       "inequality"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "World Development Report 2004: Making Services Work for Poor People",
@@ -627,7 +664,8 @@
       "development-economics",
       "education"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Global Poverty Revisited Using 2021 PPPs",
@@ -645,7 +683,8 @@
       "development-economics",
       "poverty"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Halving Global Poverty",
@@ -661,7 +700,8 @@
       "development-economics",
       "poverty"
     ],
-    "verified": false
+    "link_status": "unknown",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Universal Basic Income in the Developing World",
@@ -678,7 +718,8 @@
       "cash-transfers",
       "development-economics"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "The Influence of Randomized Controlled Trials on Development Economics Research and on Development Policy",
@@ -694,7 +735,8 @@
       "RCT",
       "development-economics"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "World Development Report 2023: Migrants, Refugees, and Societies",
@@ -710,7 +752,8 @@
       "development-economics",
       "migration"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "World Development Report 2024: The Middle-Income Trap",
@@ -725,7 +768,8 @@
     "tags": [
       "development-economics"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "World Development Report 2013: Jobs",
@@ -740,7 +784,8 @@
     "tags": [
       "development-economics"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Poor Economics: A Radical Rethinking of the Way to Fight Global Poverty",
@@ -758,7 +803,8 @@
       "education",
       "poverty"
     ],
-    "verified": false
+    "link_status": "unknown",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Good Economics for Hard Times",
@@ -776,7 +822,8 @@
       "migration",
       "survey-data"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Human Development Report 2023/24",
@@ -791,7 +838,8 @@
     "tags": [
       "development-economics"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Trade and Development Report 2023",
@@ -806,7 +854,8 @@
     "tags": [
       "development-economics"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "The World Inequality Report 2022",
@@ -822,7 +871,8 @@
       "development-economics",
       "inequality"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Why Nations Fail: The Origins of Power, Prosperity, and Poverty",
@@ -839,7 +889,8 @@
       "institutions",
       "poverty"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "The Great Indian Poverty Debate",
@@ -856,6 +907,7 @@
       "development-economics",
       "poverty"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   }
 ]
\ No newline at end of file
diff --git a/data/topics/disability_inclusion_resources.json b/data/topics/disability_inclusion_resources.json
index 23adecd..887dc80 100644
--- a/data/topics/disability_inclusion_resources.json
+++ b/data/topics/disability_inclusion_resources.json
@@ -15,7 +15,8 @@
       "education",
       "employment"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Disability Inclusion and Accountability Framework",
@@ -31,7 +32,8 @@
       "disability",
       "disability-inclusion"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Global Report on Assistive Technology",
@@ -46,7 +48,8 @@
     "tags": [
       "disability-inclusion"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Disability and Poverty in Developing Countries: A Multidimensional Study",
@@ -65,7 +68,8 @@
       "employment",
       "poverty"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Convention on the Rights of Persons with Disabilities (CRPD)",
@@ -81,7 +85,8 @@
       "disability",
       "disability-inclusion"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Inclusive Education for Students with Disabilities: A Review of the Best Evidence",
@@ -97,7 +102,8 @@
       "disability-inclusion",
       "education"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "WHO Global Disability Action Plan 2014-2021: Better Health for All People with Disability",
@@ -113,7 +119,8 @@
       "disability",
       "disability-inclusion"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Disability and Development: An Overview",
@@ -130,7 +137,8 @@
       "disability-inclusion",
       "employment"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Community-Based Rehabilitation: CBR Guidelines",
@@ -146,7 +154,8 @@
       "disability-inclusion",
       "education"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "The Relationship Between Disability and Poverty: What Is Known and What Does It Mean for Policy?",
@@ -165,7 +174,8 @@
       "nutrition",
       "poverty"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Global Status Report on Road Safety 2018",
@@ -181,7 +191,8 @@
       "disability",
       "disability-inclusion"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Disability, Poverty, and Schooling in Developing Countries: Results from 14 Household Surveys",
@@ -200,7 +211,8 @@
       "poverty",
       "survey-data"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "UN Flagship Report on Disability and Development 2018",
@@ -216,7 +228,8 @@
       "disability",
       "disability-inclusion"
     ],
-    "verified": false
+    "link_status": "unknown",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Mental Health and Development: Targeting People with Mental Health Conditions as a Vulnerable Group",
@@ -234,7 +247,8 @@
       "poverty",
       "social-protection"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Disability Measurement and Monitoring Using the Washington Group Questions",
@@ -251,7 +265,8 @@
       "disability-inclusion",
       "survey-data"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Global Burden of Disease Study: Disability Prevalence and Trends",
@@ -267,7 +282,8 @@
       "disability",
       "disability-inclusion"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Rehabilitation 2030: A Call for Action",
@@ -282,7 +298,8 @@
     "tags": [
       "disability-inclusion"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Disability-Inclusive Development Toolkit",
@@ -298,7 +315,8 @@
       "disability",
       "disability-inclusion"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "The Extra Costs of Living with a Disability: A Systematic Review and Meta-Analysis",
@@ -316,7 +334,8 @@
       "meta-analysis",
       "systematic-review"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Leaving No One Behind: The Role of Disability Data in Tracking Progress",
@@ -333,7 +352,8 @@
       "disability-inclusion",
       "survey-data"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Global Report on Health Equity for Persons with Disabilities",
@@ -348,7 +368,8 @@
     "tags": [
       "disability-inclusion"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Disability, Poverty and Development",
@@ -365,7 +386,8 @@
       "disability-inclusion",
       "poverty"
     ],
-    "verified": false
+    "link_status": "broken",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Assistive Technology: Global Report",
@@ -380,7 +402,8 @@
     "tags": [
       "disability-inclusion"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Nothing About Us Without Us: Disability and Development",
@@ -396,7 +419,8 @@
       "disability",
       "disability-inclusion"
     ],
-    "verified": false
+    "link_status": "unknown",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Inclusive Education for Children with Disabilities",
@@ -412,7 +436,8 @@
       "disability-inclusion",
       "education"
     ],
-    "verified": false
+    "link_status": "broken",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Disability Data in Household Surveys: The Washington Group Approach",
@@ -429,6 +454,7 @@
       "disability-inclusion",
       "survey-data"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   }
 ]
\ No newline at end of file
diff --git a/data/topics/education_resources.json b/data/topics/education_resources.json
index a5b1604..58cd174 100644
--- a/data/topics/education_resources.json
+++ b/data/topics/education_resources.json
@@ -12,7 +12,8 @@
     "tags": [
       "education"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "The Effect of Girls' Education on Health Outcomes: Fact Sheet",
@@ -30,7 +31,8 @@
       "education",
       "girls-education"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Making Schools Work: New Evidence on Accountability Reforms",
@@ -45,7 +47,8 @@
     "tags": [
       "education"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Expanding Opportunities for the Next Generation: Early Childhood Development in the Middle East and North Africa",
@@ -61,7 +64,8 @@
       "education",
       "inequality"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "The Case for Investing in Girls' Education",
@@ -77,7 +81,8 @@
       "education",
       "girls-education"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Student Learning in South Asia: Challenges, Opportunities, and Policy Priorities",
@@ -94,7 +99,8 @@
       "education",
       "governance"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "COVID-19 and Education: The Lingering Effects of Unfinished Learning",
@@ -110,7 +116,8 @@
       "education",
       "poverty"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Education in Sub-Saharan Africa: Comparing Faith-Inspired, Private Secular, and Public Schools",
@@ -126,7 +133,8 @@
       "Sub-Saharan-Africa",
       "education"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "The Learning Generation: Investing in Education for a Changing World",
@@ -141,7 +149,8 @@
     "tags": [
       "education"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Learning Adjusted Years of Schooling: Defining a New Macro Measure of Education",
@@ -156,7 +165,8 @@
     "tags": [
       "education"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "What Matters Most for School Autonomy and Accountability: A Framework Paper",
@@ -172,7 +182,8 @@
       "decentralization",
       "education"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Loud and Clear: Effective Language of Instruction Policies for Learning",
@@ -187,7 +198,8 @@
     "tags": [
       "education"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Global Education Monitoring Report 2023: Technology in Education",
@@ -202,7 +214,8 @@
     "tags": [
       "education"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "The State of Global Learning Poverty: 2022 Update",
@@ -218,7 +231,8 @@
       "education",
       "poverty"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Global Education Monitoring Report 2021/2: Non-State Actors",
@@ -233,7 +247,8 @@
     "tags": [
       "education"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Learning Losses from COVID-19 School Closures",
@@ -248,7 +263,8 @@
     "tags": [
       "education"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Teaching at the Right Level: Evidence Review",
@@ -264,7 +280,8 @@
       "RCT",
       "education"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Cost-Effective Approaches to Improve Global Learning",
@@ -280,7 +297,8 @@
       "cost-effectiveness",
       "education"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Girls' Education and Women's Empowerment",
@@ -297,7 +315,8 @@
       "girls-education",
       "womens-empowerment"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Foundational Learning and the SDG 4 Agenda",
@@ -312,6 +331,7 @@
     "tags": [
       "education"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   }
 ]
\ No newline at end of file
diff --git a/data/topics/energy_just_transition_resources.json b/data/topics/energy_just_transition_resources.json
index 08e6fea..8a24bc2 100644
--- a/data/topics/energy_just_transition_resources.json
+++ b/data/topics/energy_just_transition_resources.json
@@ -5,14 +5,15 @@
     "year": 2024,
     "type": "grey_literature",
     "topic": "Energy & Just Transition",
-    "url": "https://www.worldbank.org/en/topic/energy/publication/tracking-sdg7-the-energy-progress-report-2024",
+    "url": "https://trackingsdg7.esmap.org/",
     "description": "The custodian agencies' annual assessment of global progress toward universal access to affordable, reliable, sustainable energy.",
     "id": "tracking-sdg-7-the-energy-progress-report-2024",
-    "access_type": "free_to_read",
+    "access_type": "check_access",
     "tags": [
       "energy-just-transition"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "World Energy Outlook 2023",
@@ -27,7 +28,8 @@
     "tags": [
       "energy-just-transition"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "World Energy Transitions Outlook 2023",
@@ -42,7 +44,8 @@
     "tags": [
       "energy-just-transition"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Energy Access and the Sustainable Development Goals",
@@ -57,7 +60,8 @@
     "tags": [
       "energy-just-transition"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "The Geopolitics of the Energy Transition",
@@ -72,7 +76,8 @@
     "tags": [
       "energy-just-transition"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Just Transition of the Workforce",
@@ -87,7 +92,8 @@
     "tags": [
       "energy-just-transition"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Scaling Up Renewable Energy in Developing Countries",
@@ -103,7 +109,8 @@
       "energy-just-transition",
       "renewable-energy"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Cooking with Clean Energy: Access and Health",
@@ -118,7 +125,8 @@
     "tags": [
       "energy-just-transition"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "The Role of Critical Minerals in Clean Energy Transitions",
@@ -133,7 +141,8 @@
     "tags": [
       "energy-just-transition"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Solar Power and Rural Electrification in South Asia",
@@ -149,7 +158,8 @@
       "South-Asia",
       "energy-just-transition"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Energy Subsidy Reform: Lessons and Implications",
@@ -164,7 +174,8 @@
     "tags": [
       "energy-just-transition"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Powering Jobs: The Employment Footprint of Renewable Energy",
@@ -181,6 +192,7 @@
       "energy-just-transition",
       "renewable-energy"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23"
   }
 ]
\ No newline at end of file
diff --git a/data/topics/financial_inclusion_resources.json b/data/topics/financial_inclusion_resources.json
index b50623b..1377641 100644
--- a/data/topics/financial_inclusion_resources.json
+++ b/data/topics/financial_inclusion_resources.json
@@ -16,7 +16,8 @@
       "gender",
       "mobile-technology"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "The Miracle of Microfinance? Evidence from a Randomized Evaluation",
@@ -35,7 +36,8 @@
       "microfinance",
       "womens-empowerment"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "State of the Industry Report on Mobile Money 2023",
@@ -51,7 +53,8 @@
       "financial-inclusion",
       "mobile-technology"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Financial Inclusion: Overview",
@@ -66,7 +69,8 @@
     "tags": [
       "financial-inclusion"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Microfinance and Poverty: Evidence Using Panel Data from Bangladesh",
@@ -85,7 +89,8 @@
       "panel-data",
       "poverty"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Expanding Access to Finance: Good Practices and Policies for Micro, Small, and Medium Enterprises",
@@ -100,7 +105,8 @@
     "tags": [
       "financial-inclusion"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Financial Inclusion and Development: A Cross Country Analysis",
@@ -117,7 +123,8 @@
       "financial-inclusion",
       "gender"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Financial Education Programs and Interventions: A Systematic Review and Meta-analysis",
@@ -136,7 +143,8 @@
       "meta-analysis",
       "systematic-review"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Achieving Universal Financial Access by 2020",
@@ -151,7 +159,8 @@
     "tags": [
       "financial-inclusion"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "FinTech and Financial Inclusion in the New Normal",
@@ -167,7 +176,8 @@
       "digital",
       "financial-inclusion"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Remittances and Financial Inclusion: Evidence from El Salvador",
@@ -183,7 +193,8 @@
       "digital",
       "financial-inclusion"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "The Little Data Book on Financial Inclusion 2022",
@@ -199,7 +210,8 @@
       "digital",
       "financial-inclusion"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "National Financial Inclusion Strategies: Current State of Practice",
@@ -214,7 +226,8 @@
     "tags": [
       "financial-inclusion"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "The Global Findex Database 2021",
@@ -229,7 +242,8 @@
     "tags": [
       "financial-inclusion"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Financial Inclusion and Digital Financial Services",
@@ -245,7 +259,8 @@
       "digital",
       "financial-inclusion"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "The State of Economic Inclusion Report 2021",
@@ -261,7 +276,8 @@
       "financial-inclusion",
       "graduation-approach"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Banking the World: Empirical Foundations of Financial Inclusion",
@@ -276,7 +292,8 @@
     "tags": [
       "financial-inclusion"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Portfolios of the Poor: How the World's Poor Live on $2 a Day",
@@ -293,7 +310,8 @@
       "India",
       "financial-inclusion"
     ],
-    "verified": false
+    "link_status": "unknown",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Six Randomized Evaluations of Microcredit",
@@ -301,16 +319,18 @@
     "year": 2015,
     "type": "grey_literature",
     "topic": "Financial Inclusion",
-    "url": "https://www.povertyactionlab.org/evaluation/measuring-impact-microcredit-hyderabad-india",
+    "url": "https://www.aeaweb.org/articles?id=10.1257/app.20140287",
     "description": "The synthesis showing that microcredit expands business activity but has modest average effects on income and well-being.",
     "id": "six-randomized-evaluations-of-microcredit",
-    "access_type": "open_access",
+    "access_type": "check_access",
     "tags": [
       "RCT",
       "financial-inclusion",
       "microfinance"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "doi": "10.1257/app.20140287"
   },
   {
     "title": "Digital Financial Services and Inclusion",
@@ -327,7 +347,8 @@
       "financial-inclusion",
       "mobile-technology"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Advancing Women's Financial Inclusion",
@@ -345,6 +366,7 @@
       "gender",
       "mobile-technology"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23"
   }
 ]
\ No newline at end of file
diff --git a/data/topics/gender_social_inclusion_resources.json b/data/topics/gender_social_inclusion_resources.json
index ad4101f..b3cec9a 100644
--- a/data/topics/gender_social_inclusion_resources.json
+++ b/data/topics/gender_social_inclusion_resources.json
@@ -13,7 +13,8 @@
       "gender-social-inclusion",
       "womens-empowerment"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "The Roots of Gender Inequality in Developing Countries",
@@ -31,7 +32,8 @@
       "gender-social-inclusion",
       "inequality"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "The Economics of Women's Rights",
@@ -46,7 +48,8 @@
     "tags": [
       "gender-social-inclusion"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Women's Economic Empowerment and Inclusive Growth: Labour Markets and Enterprise Development",
@@ -63,7 +66,8 @@
       "gender-social-inclusion",
       "womens-empowerment"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Gender Awareness in Modeling Structural Adjustment",
@@ -79,7 +83,8 @@
       "gender",
       "gender-social-inclusion"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Female Labor Force Participation in Developing Countries",
@@ -95,7 +100,8 @@
       "education",
       "gender-social-inclusion"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Do Labor Market Opportunities Affect Young Women's Work and Family Decisions? Experimental Evidence from India",
@@ -114,7 +120,8 @@
       "gender-social-inclusion",
       "labor-markets"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Social Norms as a Barrier to Women's Employment in Developing Countries",
@@ -131,7 +138,8 @@
       "gender",
       "gender-social-inclusion"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Global Wage Report 2018/19: What Lies Behind Gender Pay Gaps",
@@ -147,7 +155,8 @@
       "gender",
       "gender-social-inclusion"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Women, Business and the Law 2024",
@@ -162,7 +171,8 @@
     "tags": [
       "gender-social-inclusion"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Time to Care: Unpaid and Underpaid Care Work and the Global Inequality Crisis",
@@ -179,7 +189,8 @@
       "gender-social-inclusion",
       "inequality"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Public Work Programs and Gender-Based Violence: Evidence from India",
@@ -197,7 +208,8 @@
       "gender",
       "gender-social-inclusion"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Child Marriage in South Asia: An Evidence Review",
@@ -214,7 +226,8 @@
       "child-marriage",
       "gender-social-inclusion"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "A Profile of Child Marriage in South Asia",
@@ -233,7 +246,8 @@
       "gender-social-inclusion",
       "social-protection"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Caste, Gender and Jati: An Intersectional Analysis Aimed at Better Targeting Poverty Alleviation and Women's Empowerment in Bihar, Orissa and Tamil Nadu",
@@ -253,7 +267,8 @@
       "poverty",
       "womens-empowerment"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Caste-Gender Intersections in Contemporary India",
@@ -272,7 +287,8 @@
       "gender",
       "gender-social-inclusion"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Gender Equality and Social Inclusion in South Asia: An Assessment for Action",
@@ -291,7 +307,8 @@
       "gender-social-inclusion",
       "inequality"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Framework for Integrating Gender Equality and Social Inclusion in ADB's South Asia Operations",
@@ -312,7 +329,8 @@
       "gender",
       "gender-social-inclusion"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Gender Equality and Disability Inclusion: Guidelines to Address the Specific Needs of Women and Girls with Disabilities",
@@ -330,7 +348,8 @@
       "gender-social-inclusion",
       "poverty"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Disability Inclusion in Gender-Based Violence Programming",
@@ -348,7 +367,8 @@
       "gender",
       "gender-social-inclusion"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "UNDP LGBTI Inclusion Index: Report on the Pilot Implementation",
@@ -364,7 +384,8 @@
       "education",
       "gender-social-inclusion"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "The Women's Empowerment in Agriculture Index",
@@ -382,7 +403,8 @@
       "gender-social-inclusion",
       "womens-empowerment"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Measurement Properties of the Project-Level Women's Empowerment in Agriculture Index",
@@ -402,7 +424,8 @@
       "gender-social-inclusion",
       "womens-empowerment"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "SIGI 2023 Global Report: Gender Equality in Times of Crisis",
@@ -419,7 +442,8 @@
       "gender-social-inclusion",
       "institutions"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Women as Policy Makers: Evidence from a Randomized Policy Experiment in India",
@@ -436,7 +460,8 @@
       "RCT",
       "gender-social-inclusion"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Gender Quotas and Female Leadership: A Review",
@@ -455,7 +480,8 @@
       "governance",
       "local-governance"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Voice and Agency: Empowering Women and Girls for Shared Prosperity",
@@ -470,7 +496,8 @@
     "tags": [
       "gender-social-inclusion"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Women's Access to Land: An Asian Perspective",
@@ -486,7 +513,8 @@
       "gender",
       "gender-social-inclusion"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Women's Inheritance Rights and Intergenerational Transmission of Resources in India",
@@ -503,7 +531,8 @@
       "education",
       "gender-social-inclusion"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Gender and Land Compendium of Country Studies",
@@ -520,7 +549,8 @@
       "gender",
       "gender-social-inclusion"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "More Than 100 Million Women Are Missing",
@@ -537,7 +567,8 @@
       "gender-social-inclusion",
       "nutrition"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Missing Women and the Price of Tea in China: The Effect of Sex-Specific Earnings on Sex Imbalance",
@@ -552,7 +583,8 @@
     "tags": [
       "gender-social-inclusion"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Intrahousehold Resource Allocation in Cote d'Ivoire: Social Norms, Separate Accounts and Consumption Choices",
@@ -568,7 +600,8 @@
       "gender",
       "gender-social-inclusion"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Improving Maternal and Reproductive Health in South Asia",
@@ -585,7 +618,8 @@
       "gender-social-inclusion",
       "maternal-health"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Adding It Up: Investing in Sexual and Reproductive Health 2019",
@@ -600,7 +634,8 @@
     "tags": [
       "gender-social-inclusion"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "State of World Population 2021: My Body is My Own",
@@ -615,7 +650,8 @@
     "tags": [
       "gender-social-inclusion"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "ILO Action Plan for Gender Equality 2022-2025",
@@ -631,7 +667,8 @@
       "gender",
       "gender-social-inclusion"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "World Development Report 2012: Gender Equality and Development",
@@ -647,7 +684,8 @@
       "gender",
       "gender-social-inclusion"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Progress of the World's Women 2019-2020: Families in a Changing World",
@@ -662,7 +700,8 @@
     "tags": [
       "gender-social-inclusion"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Gender at Work: A Companion to the World Development Report on Jobs",
@@ -678,7 +717,8 @@
       "gender",
       "gender-social-inclusion"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "The State of the World's Children 2023",
@@ -686,14 +726,15 @@
     "year": 2023,
     "type": "grey_literature",
     "topic": "Gender & Social Inclusion",
-    "url": "https://www.unicef.org/reports/state-worlds-children",
+    "url": "https://www.unicef.org/reports/state-worlds-children-2023",
     "description": "UNICEF's flagship on children's rights and wellbeing, with a focus on immunisation and equity.",
     "id": "the-state-of-the-worlds-children-2023",
     "access_type": "open_access",
     "tags": [
       "gender-social-inclusion"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Caste, Discrimination and Exclusion in Modern India",
@@ -701,7 +742,7 @@
     "year": 2010,
     "type": "book",
     "topic": "Gender & Social Inclusion",
-    "url": "https://in.sagepub.com/en-in/sas/blocked-by-caste/book234286",
+    "url": "https://global.oup.com/academic/product/blocked-by-caste-9780198060802",
     "description": "'Blocked by Caste'—empirical studies of economic discrimination against Dalits and Adivasis in Indian labour and credit markets.",
     "id": "caste-discrimination-and-exclusion-in-modern-india",
     "access_type": "check_access",
@@ -710,7 +751,8 @@
       "caste",
       "gender-social-inclusion"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Half the Sky: Turning Oppression into Opportunity for Women Worldwide",
@@ -728,7 +770,8 @@
       "gender-social-inclusion",
       "maternal-health"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Making Women Count: Gender Data and the SDGs",
@@ -736,7 +779,7 @@
     "year": 2018,
     "type": "grey_literature",
     "topic": "Gender & Social Inclusion",
-    "url": "https://data.unwomen.org/publications/turning-promises-action-gender-equality-2030-agenda",
+    "url": "https://www.unwomen.org/en/digital-library/publications/2018/2/gender-equality-in-the-2030-agenda-for-sustainable-development-2018",
     "description": "'Turning Promises into Action'—UN Women's monitoring report on gender equality across the 2030 Agenda.",
     "id": "making-women-count-gender-data-and-the-sdgs",
     "access_type": "check_access",
@@ -744,7 +787,8 @@
       "gender",
       "gender-social-inclusion"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Intersectionality and Development",
@@ -759,6 +803,7 @@
     "tags": [
       "gender-social-inclusion"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   }
 ]
\ No newline at end of file
diff --git a/data/topics/livelihoods_resources.json b/data/topics/livelihoods_resources.json
index 066663a..9d202d8 100644
--- a/data/topics/livelihoods_resources.json
+++ b/data/topics/livelihoods_resources.json
@@ -13,7 +13,8 @@
       "livelihoods",
       "poverty"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Voices of the Poor: Crying Out for Change",
@@ -28,7 +29,8 @@
     "tags": [
       "livelihoods"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "World Development Report 2013: Jobs",
@@ -44,7 +46,8 @@
       "livelihoods",
       "poverty"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "World Development Report 2008: Agriculture for Development",
@@ -62,7 +65,8 @@
       "poverty",
       "value-chains"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Human Development Report 2015: Work for Human Development",
@@ -79,7 +83,8 @@
       "livelihoods",
       "poverty"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Women Empowerment and Economic Development",
@@ -96,7 +101,8 @@
       "livelihoods",
       "womens-empowerment"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "The Microfinance Promise",
@@ -113,7 +119,8 @@
       "microfinance",
       "poverty"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Six Randomized Evaluations of Microcredit: Introduction and Further Steps",
@@ -130,7 +137,8 @@
       "livelihoods",
       "microfinance"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "The Miracle of Microfinance? Evidence from a Randomized Evaluation",
@@ -150,7 +158,8 @@
       "microfinance",
       "womens-empowerment"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Microcredit Impacts: Evidence from a Randomized Microcredit Program Placement Experiment by Compartamos Banco",
@@ -167,7 +176,8 @@
       "livelihoods",
       "microfinance"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "The Impacts of Microfinance: Evidence from Joint-Liability Lending in Mongolia",
@@ -185,7 +195,8 @@
       "microfinance",
       "poverty"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "The Impacts of Microcredit: Evidence from Bosnia and Herzegovina",
@@ -204,7 +215,8 @@
       "livelihoods",
       "microfinance"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Repayment Frequency and Default in Microfinance: Evidence from India",
@@ -221,7 +233,8 @@
       "livelihoods",
       "microfinance"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Repayment Flexibility Can Reduce Financial Stress: A Randomized Control Trial with Microfinance Clients in India",
@@ -240,7 +253,8 @@
       "livelihoods",
       "microfinance"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Participation in Microfinance-Based Self Help Groups in India: Who Becomes a Member and for How Long?",
@@ -258,7 +272,8 @@
       "livelihoods",
       "microfinance"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Rural Credit Programs and Women's Empowerment in Bangladesh",
@@ -275,7 +290,8 @@
       "livelihoods",
       "womens-empowerment"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Savings Constraints and Microenterprise Development: Evidence from a Field Experiment in Kenya",
@@ -290,7 +306,8 @@
     "tags": [
       "livelihoods"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Microentrepreneurship in Developing Countries",
@@ -306,7 +323,8 @@
       "livelihoods",
       "microfinance"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Why Do People Stay Poor?",
@@ -323,7 +341,8 @@
       "livelihoods",
       "poverty"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "From Extreme Poverty to Sustainable Livelihoods: A Technical Guide to the Graduation Approach",
@@ -341,7 +360,8 @@
       "poverty",
       "ultra-poor"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Graduation Pathways: Increasing Income and Resilience for the Extreme Poor",
@@ -359,7 +379,8 @@
       "livelihoods",
       "poverty"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Crafting a Graduation Pathway for the Ultra Poor: Lessons and Evidence from a BRAC Programme",
@@ -376,7 +397,8 @@
       "graduation-approach",
       "livelihoods"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Vocational and Skills Training Programs to Improve Labor Market Outcomes",
@@ -393,7 +415,8 @@
       "labor-markets",
       "livelihoods"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Generating Skilled Self-Employment in Developing Countries: Experimental Evidence from Uganda",
@@ -410,7 +433,8 @@
       "employment",
       "livelihoods"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Safe Spaces with Vocational and Life Skills Training for Young Women's Economic and Social Empowerment in Uganda",
@@ -425,7 +449,8 @@
     "tags": [
       "livelihoods"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Youth Aspirations and the Reality of Jobs in Developing Countries: Mind the Gap",
@@ -443,7 +468,8 @@
       "livelihoods",
       "survey-data"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Economics and Emigration: Trillion-Dollar Bills on the Sidewalk?",
@@ -459,7 +485,8 @@
       "livelihoods",
       "migration"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "International Migration, Remittances, and Household Investment: Evidence from Philippine Migrants' Exchange Rate Shocks",
@@ -476,7 +503,8 @@
       "livelihoods",
       "migration"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Remittances and Poverty in Migrants' Home Areas: Evidence from the Philippines",
@@ -492,7 +520,8 @@
       "livelihoods",
       "poverty"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Investing in Smallholder Agriculture for Food Security",
@@ -509,7 +538,8 @@
       "food-security",
       "livelihoods"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Smallholders, Food Security, and the Environment",
@@ -527,7 +557,8 @@
       "food-security",
       "livelihoods"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Rural Development Report 2021: Transforming Food Systems for Rural Prosperity",
@@ -542,7 +573,8 @@
     "tags": [
       "livelihoods"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Rural Development Report 2019: Creating Opportunities for Rural Youth",
@@ -558,7 +590,8 @@
       "livelihoods",
       "migration"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Linking African Smallholders to High-Value Markets",
@@ -574,7 +607,8 @@
       "livelihoods",
       "poverty"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Working with Smallholders: A Handbook for Firms Building Sustainable Supply Chains",
@@ -591,7 +625,8 @@
       "supply-chains",
       "value-chains"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Value Chain Microfinance",
@@ -608,7 +643,8 @@
       "microfinance",
       "value-chains"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "The Impact of Ethiopia's Productive Safety Net Programme and its Linkages",
@@ -626,7 +662,8 @@
       "livelihoods",
       "social-protection"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Enhancing Productivity in the Urban Informal Economy",
@@ -641,7 +678,8 @@
     "tags": [
       "livelihoods"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "The Informal Economy and Decent Work: A Policy Resource Guide",
@@ -658,7 +696,8 @@
       "livelihoods",
       "social-protection"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "The Urban Informal Economy: Achieving Prospering and Territorial Equality",
@@ -675,7 +714,8 @@
       "governance",
       "livelihoods"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Informal Economy and the World Bank",
@@ -692,7 +732,8 @@
       "labor-markets",
       "livelihoods"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "World Employment and Social Outlook: Trends 2024",
@@ -710,7 +751,8 @@
       "labor-markets",
       "livelihoods"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Counting and Multidimensional Poverty Measurement",
@@ -727,7 +769,8 @@
       "livelihoods",
       "poverty"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Can Social Enterprises Aid Sustainable Development? Evidence from Multi-Stage Investigations",
@@ -746,7 +789,8 @@
       "education",
       "livelihoods"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "The Rural Non-Farm Economy, Livelihoods and Their Diversification: Issues and Options",
@@ -762,7 +806,8 @@
       "Latin-America",
       "livelihoods"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Growing the Rural Non-Farm Economy to Alleviate Poverty: An IEG Evaluation of World Bank Group Support 2004-2014",
@@ -778,7 +823,8 @@
       "livelihoods",
       "poverty"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Sustainable Livelihoods Framework",
@@ -786,14 +832,15 @@
     "year": 1999,
     "type": "grey_literature",
     "topic": "Livelihoods",
-    "url": "https://www.ennonline.net/dfidsustainableliving",
+    "url": "https://www.livelihoodscentre.org/documents/114097690/114438878/Sustainable+livelihoods+guidance+sheets.pdf",
     "description": "The foundational DFID guidance sheets that made 'sustainable livelihoods' a central lens in development practice.",
     "id": "sustainable-livelihoods-framework",
     "access_type": "check_access",
     "tags": [
       "livelihoods"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "The Ultra-Poor Graduation Approach: Evidence",
@@ -801,17 +848,19 @@
     "year": 2015,
     "type": "grey_literature",
     "topic": "Livelihoods",
-    "url": "https://www.povertyactionlab.org/evaluation/impact-ultra-poor-graduation-programs-six-countries",
+    "url": "https://www.science.org/doi/10.1126/science.1260799",
     "description": "Six-country RCT evidence that the BRAC-pioneered graduation model produces lasting gains for the poorest households.",
     "id": "the-ultra-poor-graduation-approach-evidence",
-    "access_type": "open_access",
+    "access_type": "free_to_read",
     "tags": [
       "RCT",
       "graduation-approach",
       "livelihoods",
       "ultra-poor"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23",
+    "doi": "10.1126/science.1260799"
   },
   {
     "title": "Women and Men in the Informal Economy: A Statistical Picture",
@@ -826,7 +875,8 @@
     "tags": [
       "livelihoods"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "The Future of Work in the Global South",
@@ -841,7 +891,8 @@
     "tags": [
       "livelihoods"
     ],
-    "verified": false
+    "link_status": "broken",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Skills Development and the Informal Sector",
@@ -857,7 +908,8 @@
       "informal-economy",
       "livelihoods"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Self-Help Groups and Women's Empowerment in India",
@@ -875,7 +927,8 @@
       "livelihoods",
       "womens-empowerment"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Rural Non-Farm Economy and Livelihood Diversification",
@@ -890,7 +943,8 @@
     "tags": [
       "livelihoods"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Decent Work and the Sustainable Development Goals",
@@ -898,7 +952,7 @@
     "year": 2019,
     "type": "grey_literature",
     "topic": "Livelihoods",
-    "url": "https://www.ilo.org/global/topics/dw4sd",
+    "url": "https://www.ilo.org/topics/decent-work-and-2030-agenda-sustainable-development",
     "description": "ILO framework linking decent work, social protection, and the 2030 Agenda.",
     "id": "decent-work-and-the-sustainable-development-goals",
     "access_type": "open_access",
@@ -906,6 +960,7 @@
       "livelihoods",
       "social-protection"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   }
 ]
\ No newline at end of file
diff --git a/data/topics/meal_resources.json b/data/topics/meal_resources.json
index d916ecc..bfe03ab 100644
--- a/data/topics/meal_resources.json
+++ b/data/topics/meal_resources.json
@@ -13,7 +13,8 @@
       "RCT",
       "meal-evaluation"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Impact Evaluation in Practice, Second Edition",
@@ -33,7 +34,8 @@
       "meal-evaluation",
       "regression-discontinuity"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Handbook on Impact Evaluation: Quantitative Methods and Practices",
@@ -52,7 +54,8 @@
       "meal-evaluation",
       "regression-discontinuity"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Understanding and Misunderstanding Randomized Controlled Trials",
@@ -68,7 +71,8 @@
       "RCT",
       "meal-evaluation"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Instruments, Randomization, and Learning about Development",
@@ -85,7 +89,8 @@
       "instrumental-variables",
       "meal-evaluation"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Randomized Control Trials in the Field of Development: A Critical Perspective",
@@ -101,7 +106,8 @@
       "RCT",
       "meal-evaluation"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "The Influence of Randomized Controlled Trials on Development Economics Research and on Development Policy",
@@ -117,7 +123,8 @@
       "RCT",
       "meal-evaluation"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Theory-Based Impact Evaluation: Principles and Practice",
@@ -133,7 +140,8 @@
       "impact-evaluation",
       "meal-evaluation"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Broadening the Range of Designs and Methods for Impact Evaluations",
@@ -149,7 +157,8 @@
       "impact-evaluation",
       "meal-evaluation"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Models of Causality and Causal Inference",
@@ -165,7 +174,8 @@
       "impact-evaluation",
       "meal-evaluation"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Quasi-Experimental Design and Methods",
@@ -183,7 +193,8 @@
       "quasi-experimental",
       "regression-discontinuity"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Theory of Change (Methodological Briefs: Impact Evaluation No. 2)",
@@ -191,7 +202,7 @@
     "year": 2014,
     "type": "grey_literature",
     "topic": "MEAL & Evaluation",
-    "url": "https://www.entwicklung.at/fileadmin/user_upload/Dokumente/Evaluierung/Theory_of_Change/UNICEF_Theory_of_change.pdf",
+    "url": "https://www.unicef-irc.org/publications/747-theory-of-change-methodological-briefs-impact-evaluation-no-2.html",
     "description": "UNICEF methodological brief explaining how to develop and use theories of change in impact evaluation, covering situation analysis, causal pathways, assumptions testing, and the role of theory in evaluation design.",
     "id": "theory-of-change-methodological-briefs-impact-evaluation-no-2",
     "access_type": "check_access",
@@ -200,7 +211,8 @@
       "meal-evaluation",
       "theory-of-change"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Applying a Theory of Change Approach to the Evaluation of Comprehensive Community Initiatives",
@@ -216,7 +228,8 @@
       "meal-evaluation",
       "theory-of-change"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Outcome Mapping: Building Learning and Reflection into Development Programs",
@@ -231,7 +244,8 @@
     "tags": [
       "meal-evaluation"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Contribution Analysis: An Approach to Exploring Cause and Effect",
@@ -246,7 +260,8 @@
     "tags": [
       "meal-evaluation"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Contribution Analysis: Coming of Age?",
@@ -261,7 +276,8 @@
     "tags": [
       "meal-evaluation"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Realist Evaluation",
@@ -276,7 +292,8 @@
     "tags": [
       "meal-evaluation"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Realistic Evaluation: An Overview",
@@ -291,7 +308,8 @@
     "tags": [
       "meal-evaluation"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "OECD DAC Evaluation Criteria: Adapted Definitions and Principles for Use",
@@ -306,7 +324,8 @@
     "tags": [
       "meal-evaluation"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Results Based Management in the Development Co-operation Agencies: A Review of Experience",
@@ -321,7 +340,8 @@
     "tags": [
       "meal-evaluation"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Measuring and Managing Results in Development Co-operation: A Review of Challenges and Practices among DAC Members and Observers",
@@ -336,7 +356,8 @@
     "tags": [
       "meal-evaluation"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "UNDP Evaluation Guidelines",
@@ -351,7 +372,8 @@
     "tags": [
       "meal-evaluation"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "USAID Agency Learning Agenda FY 2022-2026",
@@ -366,7 +388,8 @@
     "tags": [
       "meal-evaluation"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "DFID Evaluation Strategy",
@@ -381,7 +404,8 @@
     "tags": [
       "meal-evaluation"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "DFID's Approach to Value for Money in Programme and Portfolio Management",
@@ -396,7 +420,8 @@
     "tags": [
       "meal-evaluation"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Introduction to Mixed Methods in Impact Evaluation",
@@ -413,7 +438,8 @@
       "meal-evaluation",
       "qualitative"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Monitoring and Evaluation for Adaptive Management Working Paper 2: What Is Adaptive Management and How Does It Work?",
@@ -429,7 +455,8 @@
       "M&E",
       "meal-evaluation"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Complexity-Aware Methods (Fact Sheet)",
@@ -444,7 +471,8 @@
     "tags": [
       "meal-evaluation"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "3ie Evidence Gap Maps: A Starting Point for Strategic Evidence Production and Use",
@@ -461,7 +489,8 @@
       "meal-evaluation",
       "systematic-review"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Evidence and Gap Maps: A Comparison of Different Approaches",
@@ -477,7 +506,8 @@
       "meal-evaluation",
       "scoping-review"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Integrating Gender Equality in Monitoring and Evaluation",
@@ -494,7 +524,8 @@
       "gender",
       "meal-evaluation"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "The Government Monitoring and Evaluation System in India: A Work in Progress",
@@ -511,7 +542,8 @@
       "M&E",
       "meal-evaluation"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Improving Beneficiary Feedback Mechanisms for Refugees",
@@ -527,7 +559,8 @@
       "digital",
       "meal-evaluation"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Data Quality for Monitoring and Evaluation Systems (Fact Sheet)",
@@ -543,7 +576,8 @@
       "M&E",
       "meal-evaluation"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Introduction to Cost-Effectiveness Analysis",
@@ -561,7 +595,8 @@
       "cost-effectiveness",
       "meal-evaluation"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Impact Evaluability Toolkit",
@@ -579,7 +614,8 @@
       "impact-evaluation",
       "meal-evaluation"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Outcome Mapping (Knowledge Solutions)",
@@ -594,7 +630,8 @@
     "tags": [
       "meal-evaluation"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Running Randomized Evaluations: A Practical Guide",
@@ -602,7 +639,7 @@
     "year": 2013,
     "type": "book",
     "topic": "MEAL & Evaluation",
-    "url": "https://runningres.com/",
+    "url": "https://press.princeton.edu/books/paperback/9780691159270/running-randomized-evaluations",
     "description": "A step-by-step field manual for designing and implementing randomised controlled trials in development.",
     "id": "running-randomized-evaluations-a-practical-guide",
     "access_type": "check_access",
@@ -610,7 +647,8 @@
       "RCT",
       "meal-evaluation"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Rethinking Impact to Improve Effectiveness",
@@ -625,7 +663,8 @@
     "tags": [
       "meal-evaluation"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "The DAC Evaluation Criteria: Adapted Definitions",
@@ -640,7 +679,8 @@
     "tags": [
       "meal-evaluation"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Developmental Evaluation",
@@ -655,7 +695,8 @@
     "tags": [
       "meal-evaluation"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "A Guide to Monitoring and Evaluation for Programmes",
@@ -671,7 +712,8 @@
       "M&E",
       "meal-evaluation"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Outcome Mapping: Building Learning and Reflection into Development",
@@ -686,7 +728,8 @@
     "tags": [
       "meal-evaluation"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Using Administrative Data for Monitoring and Evaluation",
@@ -702,6 +745,7 @@
       "M&E",
       "meal-evaluation"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   }
 ]
\ No newline at end of file
diff --git a/data/topics/mental_health_wellbeing_resources.json b/data/topics/mental_health_wellbeing_resources.json
index 79f554e..913c357 100644
--- a/data/topics/mental_health_wellbeing_resources.json
+++ b/data/topics/mental_health_wellbeing_resources.json
@@ -12,7 +12,8 @@
     "tags": [
       "mental-health-wellbeing"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "mhGAP Intervention Guide, Version 2.0",
@@ -27,7 +28,8 @@
     "tags": [
       "mental-health-wellbeing"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Out of the Shadows: Making Mental Health a Global Priority",
@@ -42,7 +44,8 @@
     "tags": [
       "mental-health-wellbeing"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Depression and Other Common Mental Disorders: Global Estimates",
@@ -58,7 +61,8 @@
       "disability",
       "mental-health-wellbeing"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "The Lancet Commission on Global Mental Health and Sustainable Development",
@@ -73,7 +77,8 @@
     "tags": [
       "mental-health-wellbeing"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Mental Health and Psychosocial Support in Emergencies (IASC Guidelines)",
@@ -88,7 +93,8 @@
     "tags": [
       "mental-health-wellbeing"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Task-Sharing for Mental Health Care in Low-Resource Settings",
@@ -103,7 +109,8 @@
     "tags": [
       "mental-health-wellbeing"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Adolescent Mental Health and Wellbeing",
@@ -118,7 +125,8 @@
     "tags": [
       "mental-health-wellbeing"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "The Economic Case for Investing in Mental Health",
@@ -133,7 +141,8 @@
     "tags": [
       "mental-health-wellbeing"
     ],
-    "verified": false
+    "link_status": "broken",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Comprehensive Mental Health Action Plan 2013-2030",
@@ -148,7 +157,8 @@
     "tags": [
       "mental-health-wellbeing"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Suicide Worldwide in 2019: Global Health Estimates",
@@ -163,7 +173,8 @@
     "tags": [
       "mental-health-wellbeing"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Wellbeing and Happiness: The World Happiness Report 2024",
@@ -178,6 +189,7 @@
     "tags": [
       "mental-health-wellbeing"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   }
 ]
\ No newline at end of file
diff --git a/data/topics/migration_urbanization_resources.json b/data/topics/migration_urbanization_resources.json
index d58cc76..af1bc0a 100644
--- a/data/topics/migration_urbanization_resources.json
+++ b/data/topics/migration_urbanization_resources.json
@@ -15,7 +15,8 @@
       "poverty",
       "urbanization"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Migration and Remittances Factbook 2016",
@@ -31,7 +32,8 @@
       "migration",
       "migration-urbanization"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Urbanization Beyond Municipal Boundaries: Nurturing Metropolitan Economies and Connecting Peri-Urban Areas in India",
@@ -49,7 +51,8 @@
       "migration-urbanization",
       "urbanization"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "World Cities Report 2022: Envisaging the Future of Cities",
@@ -66,7 +69,8 @@
       "migration-urbanization",
       "urbanization"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Moving for Prosperity: Global Migration and Labor Markets",
@@ -83,7 +87,8 @@
       "migration",
       "migration-urbanization"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Internal Migration in Developing Countries: A Review of the Literature",
@@ -100,7 +105,8 @@
       "migration-urbanization",
       "poverty"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Leveraging Urbanization in South Asia: Managing Spatial Transformation for Prosperity and Livability",
@@ -118,7 +124,8 @@
       "urban-poverty",
       "urbanization"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Forced Displacement by the Boko Haram Conflict in the Lake Chad Region",
@@ -133,7 +140,8 @@
     "tags": [
       "migration-urbanization"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Groundswell: Preparing for Internal Climate Migration",
@@ -153,7 +161,8 @@
       "migration",
       "migration-urbanization"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Africa's Cities: Opening Doors to the World",
@@ -169,7 +178,8 @@
       "migration-urbanization",
       "urbanization"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "State of World Population 2007: Unleashing the Potential of Urban Growth",
@@ -186,7 +196,8 @@
       "migration-urbanization",
       "urbanization"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "The Impact of Remittances on Poverty and Human Capital: Evidence from Latin American Household Surveys",
@@ -205,7 +216,8 @@
       "poverty",
       "survey-data"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Global Report on Internal Displacement 2023",
@@ -220,7 +232,8 @@
     "tags": [
       "migration-urbanization"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "East Asia's Changing Urban Landscape: Measuring a Decade of Spatial Growth",
@@ -235,7 +248,8 @@
     "tags": [
       "migration-urbanization"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Emigration and Its Effects on the Sending Country",
@@ -251,7 +265,8 @@
       "migration",
       "migration-urbanization"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Urbanization and Development: Is Latin America and the Caribbean Different from the Rest of the World?",
@@ -268,7 +283,8 @@
       "migration-urbanization",
       "urbanization"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Foresight: Migration and Global Environmental Change",
@@ -284,7 +300,8 @@
       "migration",
       "migration-urbanization"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Making the Most of Urbanization in Ethiopia: Systematic Country Diagnostic",
@@ -300,7 +317,8 @@
       "migration-urbanization",
       "urbanization"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Urban Transport in the Developing World: A Handbook of Policy and Practice",
@@ -315,7 +333,8 @@
     "tags": [
       "migration-urbanization"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "KNOMAD Migration and Development Brief 37: Remittances Brave Global Headwinds",
@@ -332,7 +351,8 @@
       "migration",
       "migration-urbanization"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Land and the City",
@@ -347,7 +367,8 @@
     "tags": [
       "migration-urbanization"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "The Challenge of Slums: Global Report on Human Settlements 2003",
@@ -363,7 +384,8 @@
       "migration-urbanization",
       "urban-poverty"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "People on the Move in Sub-Saharan Africa: Trends, Impacts, and Drivers of Internal Migration",
@@ -381,7 +403,8 @@
       "migration-urbanization",
       "poverty"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Cities of Hope: Young People and Opportunity in South Africa's Cities",
@@ -399,7 +422,8 @@
       "migration-urbanization",
       "urbanization"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "World Migration Report 2024",
@@ -415,7 +439,8 @@
       "migration",
       "migration-urbanization"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Migration and Development Brief 39",
@@ -431,7 +456,8 @@
       "migration",
       "migration-urbanization"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Reshaping Economic Geography (WDR 2009)",
@@ -446,7 +472,8 @@
     "tags": [
       "migration-urbanization"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "The Making of a Riot: Urbanization and Slums",
@@ -463,7 +490,8 @@
       "urban-poverty",
       "urbanization"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Leveraging Urbanization in South Asia",
@@ -480,7 +508,8 @@
       "migration-urbanization",
       "urbanization"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Internal Migration in India",
@@ -497,7 +526,8 @@
       "migration",
       "migration-urbanization"
     ],
-    "verified": false
+    "link_status": "broken",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Climate Migration and Urban Resilience",
@@ -513,6 +543,7 @@
       "migration",
       "migration-urbanization"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23"
   }
 ]
\ No newline at end of file
diff --git a/data/topics/public_health_resources.json b/data/topics/public_health_resources.json
index 3ef121c..0fe96fd 100644
--- a/data/topics/public_health_resources.json
+++ b/data/topics/public_health_resources.json
@@ -15,7 +15,8 @@
       "public-health",
       "scoping-review"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Extending Universal Health Coverage to Informal Workers: A Systematic Review of Health Financing Schemes in Low- and Middle-Income Countries in Southeast Asia",
@@ -35,7 +36,8 @@
       "public-health",
       "systematic-review"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Moving toward Universal Health Coverage with a National Health Insurance Program: A Scoping Review of Experiences in Eleven Low- and Lower-Middle-Income Countries",
@@ -54,7 +56,8 @@
       "public-health",
       "scoping-review"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Achieving Universal Health Coverage in Low- and Middle-Income Countries: Challenges for Policy Post-Pandemic and Beyond",
@@ -70,7 +73,8 @@
       "UHC",
       "public-health"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Tracking Universal Health Coverage: 2023 Global Monitoring Report",
@@ -86,7 +90,8 @@
       "UHC",
       "public-health"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Workload and Emerging Challenges of Community Health Workers in Low- and Middle-Income Countries: A Mixed-Methods Systematic Review",
@@ -105,7 +110,8 @@
       "public-health",
       "systematic-review"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Community Health Workers and COVID-19: Cross-Country Evidence on Their Roles, Experiences, Challenges and Adaptive Strategies",
@@ -125,7 +131,8 @@
       "Pakistan",
       "public-health"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Task Shifting Healthcare Services in the Post-COVID World: A Scoping Review",
@@ -142,7 +149,8 @@
       "public-health",
       "scoping-review"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Regional Overview of Food Security and Nutrition 2020: Asia and the Pacific",
@@ -159,7 +167,8 @@
       "nutrition",
       "public-health"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Factors Associated with Wasting Among Children Under Five Years Old in South Asia: Implications for Action",
@@ -181,7 +190,8 @@
       "maternal-health",
       "public-health"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Contribution of Malnutrition to Infant and Child Deaths in Sub-Saharan Africa and South Asia",
@@ -199,7 +209,8 @@
       "nutrition",
       "public-health"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Socioeconomic Inequalities in Access to Maternal Healthcare in South-Asian Countries: A Systematic Review",
@@ -223,7 +234,8 @@
       "public-health",
       "systematic-review"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "COVID-19 and Mental Health in 8 Low- and Middle-Income Countries: A Prospective Cohort Study",
@@ -239,7 +251,8 @@
     "tags": [
       "public-health"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Mental Health Policy Implementation in Low- and Middle-Income Countries: A Realist Review Protocol",
@@ -255,7 +268,8 @@
     "tags": [
       "public-health"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Measures to Strengthen Primary Health-Care Systems in Low- and Middle-Income Countries",
@@ -270,7 +284,8 @@
     "tags": [
       "public-health"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Primary Health Care on the Road to Universal Health Coverage: 2019 Global Monitoring Report",
@@ -286,7 +301,8 @@
       "UHC",
       "public-health"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Self-Management of Chronic, Non-Communicable Diseases in South Asian Settings: A Systematic Mixed-Studies Review",
@@ -305,7 +321,8 @@
       "public-health",
       "systematic-review"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Social Determinants of Health: The Role of Effective Communication in the COVID-19 Pandemic in Developing Countries",
@@ -320,7 +337,8 @@
     "tags": [
       "public-health"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Social Determinants of Infectious Diseases in South Asia",
@@ -336,7 +354,8 @@
       "South-Asia",
       "public-health"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Social Determinants of Health, Report of a Regional Consultation, Colombo, Sri Lanka",
@@ -352,7 +371,8 @@
       "Sri-Lanka",
       "public-health"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Demographic, Socioeconomic and Regional Disparities in the Coverage of Water, Sanitation and Hygiene Facilities in Four South Asian Countries",
@@ -373,7 +393,8 @@
       "WASH",
       "public-health"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Water, Sanitation, and Hygiene (WASH) Factors and the Incidence of Communicable Diseases in Urban Bangladesh: Evidence from Municipal Areas",
@@ -391,7 +412,8 @@
       "WASH",
       "public-health"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Water, Sanitation and Hygiene (WASH): The Evolution of a Global Health and Development Sector",
@@ -407,7 +429,8 @@
       "WASH",
       "public-health"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Progress on Household Drinking Water, Sanitation and Hygiene 2000-2020: Five Years into the SDGs",
@@ -423,7 +446,8 @@
       "WASH",
       "public-health"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Essential Childhood Immunization in 43 Low- and Middle-Income Countries: Analysis of Spatial Trends and Socioeconomic Inequalities in Vaccine Coverage",
@@ -439,7 +463,8 @@
     "tags": [
       "public-health"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Vaccine Equity in Low and Middle Income Countries: A Systematic Review and Meta-Analysis",
@@ -458,7 +483,8 @@
       "public-health",
       "systematic-review"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Digital Health Interventions for Improving Access to Primary Care in India: A Scoping Review",
@@ -478,7 +504,8 @@
       "public-health",
       "scoping-review"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "World Development Report 2004: Making Services Work for Poor People",
@@ -493,7 +520,8 @@
     "tags": [
       "public-health"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Monitoring Progress towards Universal Health Coverage at Country and Global Levels",
@@ -510,7 +538,8 @@
       "UHC",
       "public-health"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "World Health Statistics 2024",
@@ -525,7 +554,8 @@
     "tags": [
       "public-health"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "The World Health Report 2000: Health Systems",
@@ -540,7 +570,8 @@
     "tags": [
       "public-health"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Disease Control Priorities, Third Edition",
@@ -555,7 +586,8 @@
     "tags": [
       "public-health"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "State of the World's Nursing 2020",
@@ -570,7 +602,8 @@
     "tags": [
       "public-health"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Global Nutrition Report 2021",
@@ -586,7 +619,8 @@
       "nutrition",
       "public-health"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Closing the Gap in a Generation: Social Determinants of Health",
@@ -601,7 +635,8 @@
     "tags": [
       "public-health"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Trends in Maternal Mortality 2000 to 2020",
@@ -617,7 +652,8 @@
       "maternal-health",
       "public-health"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Mental Health Atlas 2020",
@@ -632,6 +668,7 @@
     "tags": [
       "public-health"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   }
 ]
\ No newline at end of file
diff --git a/data/topics/public_policy_governance_resources.json b/data/topics/public_policy_governance_resources.json
index 80f2e82..d799356 100644
--- a/data/topics/public_policy_governance_resources.json
+++ b/data/topics/public_policy_governance_resources.json
@@ -15,7 +15,8 @@
       "governance",
       "public-policy-governance"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Decentralization in Developing Economies",
@@ -32,7 +33,8 @@
       "decentralization",
       "public-policy-governance"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Decentralization, Governance, and Localizing SDGs in Asia and the Pacific",
@@ -49,7 +51,8 @@
       "governance",
       "public-policy-governance"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Local Public Financial Management",
@@ -64,7 +67,8 @@
     "tags": [
       "public-policy-governance"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "World Development Report 2017: Governance and the Law",
@@ -80,7 +84,8 @@
       "governance",
       "public-policy-governance"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "World Development Report 2004: Making Services Work for Poor People",
@@ -95,7 +100,8 @@
     "tags": [
       "public-policy-governance"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Monitoring Corruption: Evidence from a Field Experiment in Indonesia",
@@ -112,7 +118,8 @@
       "corruption",
       "public-policy-governance"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Corruption",
@@ -128,7 +135,8 @@
       "corruption",
       "public-policy-governance"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Corruption and Growth",
@@ -144,7 +152,8 @@
       "corruption",
       "public-policy-governance"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Exposing Corrupt Politicians: The Effects of Brazil's Publicly Released Audits on Electoral Outcomes",
@@ -160,7 +169,8 @@
       "corruption",
       "public-policy-governance"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Do Government Audits Reduce Corruption? Estimating the Impacts of Exposing Corrupt Politicians",
@@ -176,7 +186,8 @@
       "corruption",
       "public-policy-governance"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Corruption in India: Bridging Research Evidence and Policy Options",
@@ -193,7 +204,8 @@
       "corruption",
       "public-policy-governance"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Corruption Dynamics: The Golden Goose Effect",
@@ -201,7 +213,7 @@
     "year": 2013,
     "type": "paper",
     "topic": "Public Policy & Governance",
-    "url": "https://econweb.ucsd.edu/~pniehaus/papers/nrega.pdf",
+    "url": "https://www.aeaweb.org/articles?id=10.1257/pol.5.4.230",
     "description": "Studies the effect of a statutory wage increase in India's NREGA employment guarantee scheme on corruption, finding large 'golden goose effects' where the prospect of future illicit rents reduced the total impact of the wage increase on theft by roughly 64 percent.",
     "id": "corruption-dynamics-the-golden-goose-effect",
     "access_type": "check_access",
@@ -211,7 +223,9 @@
       "employment",
       "public-policy-governance"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "doi": "10.1257/pol.5.4.230"
   },
   {
     "title": "Enhancing Government Effectiveness and Transparency: The Fight Against Corruption",
@@ -227,7 +241,8 @@
       "corruption",
       "public-policy-governance"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Local Capture: Evidence from a Central Government Transfer Program in Uganda",
@@ -244,7 +259,8 @@
       "panel-data",
       "public-policy-governance"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Bureaucracy and Development",
@@ -259,7 +275,8 @@
     "tags": [
       "public-policy-governance"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "State Capacity and Economic Development: A Network Approach",
@@ -275,7 +292,8 @@
       "colonial-legacy",
       "public-policy-governance"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "The Origins of State Capacity: Property Rights, Taxation, and Politics",
@@ -291,7 +309,8 @@
       "institutions",
       "public-policy-governance"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Building State Capacity: Evidence from Biometric Smartcards in India",
@@ -307,7 +326,8 @@
       "India",
       "public-policy-governance"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Social Proximity and Bureaucrat Performance: Evidence from India",
@@ -323,7 +343,8 @@
       "India",
       "public-policy-governance"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Is India a Flailing State?: Detours on the Four Lane Highway to Modernization",
@@ -341,7 +362,8 @@
       "institutions",
       "public-policy-governance"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Building State Capability: Evidence, Analysis, Action",
@@ -357,7 +379,8 @@
       "climate-adaptation",
       "public-policy-governance"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Traveling Agents: Political Change and Bureaucratic Turnover in India",
@@ -373,7 +396,8 @@
       "India",
       "public-policy-governance"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Monitoring Works: Getting Teachers to Come to School",
@@ -390,7 +414,8 @@
       "education",
       "public-policy-governance"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Quality and Accountability in Healthcare Delivery: Audit-Study Evidence from Primary Care in India",
@@ -406,7 +431,8 @@
       "India",
       "public-policy-governance"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Women as Policy Makers: Evidence from a Randomized Policy Experiment in India",
@@ -423,7 +449,8 @@
       "RCT",
       "public-policy-governance"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Can Mandated Political Representation Increase Policy Influence for Disadvantaged Minorities? Theory and Evidence from India",
@@ -441,7 +468,8 @@
       "caste",
       "public-policy-governance"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Pitfalls of Participatory Programs: Evidence from a Randomized Evaluation in Education in India",
@@ -459,7 +487,8 @@
       "education",
       "public-policy-governance"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "The Political Economy of Public Expenditures",
@@ -476,7 +505,8 @@
       "institutions",
       "public-policy-governance"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Making Politics Work for Development: Harnessing Transparency and Citizen Engagement",
@@ -492,7 +522,8 @@
       "corruption",
       "public-policy-governance"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Development Strategies: Integrating Governance and Growth",
@@ -508,7 +539,8 @@
       "governance",
       "public-policy-governance"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Strengthening Public Financial Management: Exploring Drivers and Effects",
@@ -523,7 +555,8 @@
     "tags": [
       "public-policy-governance"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Public Financial Management Reforms in Post-Conflict Countries: Synthesis Report",
@@ -539,7 +572,8 @@
       "institutions",
       "public-policy-governance"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Conditional Cash Transfers: Reducing Present and Future Poverty",
@@ -557,7 +591,8 @@
       "poverty",
       "public-policy-governance"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Rethinking Social Protection in South Asia: Toward Progressive Universalism",
@@ -574,7 +609,8 @@
       "public-policy-governance",
       "social-protection"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Responsive by Design: Building Adaptive Social Protection Systems in South Asia",
@@ -591,7 +627,8 @@
       "public-policy-governance",
       "social-protection"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Exploring Universal Basic Income: A Guide to Navigating Concepts, Evidence, and Practices",
@@ -608,7 +645,8 @@
       "poverty",
       "public-policy-governance"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "State of Social Protection Report 2025: The 2-Billion-Person Challenge",
@@ -624,7 +662,8 @@
       "public-policy-governance",
       "social-protection"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Improving Last-Mile Service Delivery using Phone-Based Monitoring",
@@ -640,7 +679,8 @@
       "India",
       "public-policy-governance"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Do Lenders Favor Politically Connected Firms? Rent Provision in an Emerging Financial Market",
@@ -656,7 +696,8 @@
       "Pakistan",
       "public-policy-governance"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Grappling with Aadhaar: Biometrics, Social Identity and the Indian State",
@@ -674,7 +715,8 @@
       "governance",
       "public-policy-governance"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "From Delay to Payday: Using a Digital Platform to Improve State Capacity for Welfare Payment Processing",
@@ -691,7 +733,8 @@
       "digital",
       "public-policy-governance"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "An Uncertain Glory: India and Its Contradictions",
@@ -709,7 +752,8 @@
       "governance",
       "public-policy-governance"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Evaluating the Impact of Conditional Cash Transfer Programs",
@@ -725,7 +769,8 @@
       "cash-transfers",
       "public-policy-governance"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Open Government for Stronger Democracies: A Global Assessment",
@@ -740,7 +785,8 @@
     "tags": [
       "public-policy-governance"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Quality of Bureaucracy and Open-Economy Macro Policies",
@@ -755,7 +801,8 @@
     "tags": [
       "public-policy-governance"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "A Systematic Review of the Effects of Cash Transfer Programs on Schooling Outcomes",
@@ -773,7 +820,8 @@
       "public-policy-governance",
       "systematic-review"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "World Social Protection Report 2024-26: Asia and the Pacific",
@@ -790,7 +838,8 @@
       "public-policy-governance",
       "social-protection"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Governance and Development",
@@ -806,7 +855,8 @@
       "governance",
       "public-policy-governance"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "The Worldwide Governance Indicators",
@@ -823,7 +873,8 @@
       "governance",
       "public-policy-governance"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Seeing Like a State",
@@ -838,7 +889,8 @@
     "tags": [
       "public-policy-governance"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "The Logic of Collective Action",
@@ -853,7 +905,8 @@
     "tags": [
       "public-policy-governance"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Governing the Commons",
@@ -868,7 +921,8 @@
     "tags": [
       "public-policy-governance"
     ],
-    "verified": false
+    "link_status": "paywalled",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Building State Capability",
@@ -876,7 +930,7 @@
     "year": 2017,
     "type": "book",
     "topic": "Public Policy & Governance",
-    "url": "https://buildingstatecapability.com/the-book/",
+    "url": "https://bsc.cid.harvard.edu/building-state-capability",
     "description": "Introduces Problem-Driven Iterative Adaptation (PDIA) as an alternative to isomorphic mimicry in public-sector reform.",
     "id": "building-state-capability",
     "access_type": "check_access",
@@ -884,7 +938,8 @@
       "climate-adaptation",
       "public-policy-governance"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "The Right to Information and Social Accountability",
@@ -899,6 +954,7 @@
     "tags": [
       "public-policy-governance"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   }
 ]
\ No newline at end of file
diff --git a/data/topics/research_methods_resources.json b/data/topics/research_methods_resources.json
index b864562..eb85e6e 100644
--- a/data/topics/research_methods_resources.json
+++ b/data/topics/research_methods_resources.json
@@ -13,7 +13,8 @@
       "RCT",
       "research-methods"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Impact Evaluation in Practice, Second Edition",
@@ -33,7 +34,8 @@
       "regression-discontinuity",
       "research-methods"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Handbook on Impact Evaluation: Quantitative Methods and Practices",
@@ -50,7 +52,8 @@
       "instrumental-variables",
       "research-methods"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Experimentation at Scale",
@@ -58,7 +61,7 @@
     "year": 2017,
     "type": "paper",
     "topic": "Research Methods",
-    "url": "https://econweb.ucsd.edu/~pniehaus/papers/experimentation_at_scale.pdf",
+    "url": "https://www.aeaweb.org/articles?id=10.1257/jep.31.4.103",
     "description": "Makes the case for larger-scale randomized experiments in development economics, addressing concerns about spillovers, political economy effects, and heterogeneity that arise from small-scale RCTs.",
     "id": "experimentation-at-scale",
     "access_type": "check_access",
@@ -66,7 +69,9 @@
       "RCT",
       "research-methods"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23",
+    "doi": "10.1257/jep.31.4.103"
   },
   {
     "title": "Radical Decentralization: Does Community-Driven Development Work?",
@@ -84,7 +89,8 @@
       "institutions",
       "research-methods"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Reshaping Institutions: Evidence on Aid Impacts Using a Preanalysis Plan",
@@ -102,7 +108,8 @@
       "institutions",
       "research-methods"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Randomization and Social Policy Evaluation Revisited",
@@ -118,7 +125,8 @@
       "RCT",
       "research-methods"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Scaling Up What Works: Experimental Evidence on External Validity in Kenyan Education",
@@ -135,7 +143,8 @@
       "education",
       "research-methods"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "How Much Can We Generalize from Impact Evaluations?",
@@ -151,7 +160,8 @@
       "impact-evaluation",
       "research-methods"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Learning from Experiments When Context Matters",
@@ -167,7 +177,8 @@
     "tags": [
       "research-methods"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Decision Theoretic Approaches to Experiment Design and External Validity",
@@ -182,7 +193,8 @@
     "tags": [
       "research-methods"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "The Short-Term Impact of Unconditional Cash Transfers to the Poor: Experimental Evidence from Kenya",
@@ -200,7 +212,8 @@
       "gender",
       "research-methods"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Regression Discontinuity Designs: A Guide to Practice",
@@ -216,7 +229,8 @@
       "regression-discontinuity",
       "research-methods"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Regression Discontinuity Designs in Economics",
@@ -233,7 +247,8 @@
       "regression-discontinuity",
       "research-methods"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "What's Trending in Difference-in-Differences? A Synthesis of the Recent Econometrics Literature",
@@ -249,7 +264,8 @@
       "diff-in-diff",
       "research-methods"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Difference-in-Differences with Variation in Treatment Timing",
@@ -265,7 +281,8 @@
       "diff-in-diff",
       "research-methods"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Design-based Analysis in Difference-In-Differences Settings with Staggered Adoption",
@@ -281,7 +298,8 @@
       "diff-in-diff",
       "research-methods"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Instrumental Variables: An Econometrician's Perspective",
@@ -298,7 +316,8 @@
       "instrumental-variables",
       "research-methods"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Synthetic Control Methods for Comparative Case Studies: Estimating the Effect of California's Tobacco Control Program",
@@ -313,7 +332,8 @@
     "tags": [
       "research-methods"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Causal Inference: The Mixtape",
@@ -331,7 +351,8 @@
       "regression-discontinuity",
       "research-methods"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Beyond Baseline and Follow-Up: The Case for More T in Experiments",
@@ -347,7 +368,8 @@
       "research-methods",
       "survey-data"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Theory-Based Impact Evaluation: Principles and Practice",
@@ -363,7 +385,8 @@
       "impact-evaluation",
       "research-methods"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Broadening the Range of Designs and Methods for Impact Evaluations",
@@ -379,7 +402,8 @@
       "impact-evaluation",
       "research-methods"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Introduction to Mixed Methods in Impact Evaluation",
@@ -396,7 +420,8 @@
       "qualitative",
       "research-methods"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Using Case Studies to Explore the External Validity of 'Complex' Development Interventions",
@@ -411,7 +436,8 @@
     "tags": [
       "research-methods"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Integrating Quantitative and Qualitative Research: How Is It Done?",
@@ -427,7 +453,8 @@
       "qualitative",
       "research-methods"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Integrating Reflexivity into Livelihoods Research",
@@ -442,7 +469,8 @@
     "tags": [
       "research-methods"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Whose Reality Counts? Putting the First Last",
@@ -457,7 +485,8 @@
     "tags": [
       "research-methods"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Applying Participatory Action Research Methods in Community-Based Adaptation With Smallholders in Myanmar",
@@ -473,7 +502,8 @@
       "climate-adaptation",
       "research-methods"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Participatory Action Research: New Uses, New Contexts, New Challenges",
@@ -488,7 +518,8 @@
     "tags": [
       "research-methods"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Implementing Qualitative Methods in the Field",
@@ -505,7 +536,8 @@
       "qualitative",
       "research-methods"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Qualitative Approaches in Poverty Studies: A Structured Literature Review",
@@ -522,7 +554,8 @@
       "qualitative",
       "research-methods"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Designing Household Survey Questionnaires for Developing Countries: Lessons from 15 Years of the Living Standards Measurement Study",
@@ -538,7 +571,8 @@
       "research-methods",
       "survey-data"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Development Research in Practice: The DIME Analytics Data Handbook",
@@ -554,7 +588,8 @@
       "research-methods",
       "survey-data"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Power Calculations",
@@ -570,7 +605,8 @@
       "RCT",
       "research-methods"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Introduction to Randomized Evaluations",
@@ -586,7 +622,8 @@
       "RCT",
       "research-methods"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Transparency, Reproducibility, and the Credibility of Economics Research",
@@ -602,7 +639,8 @@
       "research-methods",
       "survey-data"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Research Transparency and Reproducibility",
@@ -617,7 +655,8 @@
     "tags": [
       "research-methods"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Reflections on the Ethics of Social Experimentation",
@@ -632,7 +671,8 @@
     "tags": [
       "research-methods"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Fostering Research Integrity in Sub-Saharan Africa: Challenges, Opportunities, and Recommendations",
@@ -648,7 +688,8 @@
       "Sub-Saharan-Africa",
       "research-methods"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Field Experiments and the Political Economy of Development",
@@ -663,7 +704,8 @@
     "tags": [
       "research-methods"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "How to Build M&E Systems to Support Better Government",
@@ -679,7 +721,8 @@
       "M&E",
       "research-methods"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "The PRISMA Statement for Reporting Systematic Reviews and Meta-Analyses of Studies That Evaluate Health Care Interventions: Explanation and Elaboration",
@@ -696,7 +739,8 @@
       "research-methods",
       "systematic-review"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "3ie Impact Evaluation Practice: A Guide for Grantees",
@@ -714,7 +758,8 @@
       "research-methods",
       "theory-of-change"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Running Randomized Evaluations: A Practical Guide",
@@ -731,7 +776,8 @@
       "research-methods",
       "survey-data"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Pre-Analysis Plans",
@@ -747,7 +793,8 @@
       "RCT",
       "research-methods"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Mostly Harmless Econometrics: An Empiricist's Companion",
@@ -765,7 +812,8 @@
       "regression-discontinuity",
       "research-methods"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "The Effect: An Introduction to Research Design and Causality",
@@ -780,7 +828,8 @@
     "tags": [
       "research-methods"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Qualitative Data Analysis: A Methods Sourcebook",
@@ -796,7 +845,8 @@
       "qualitative",
       "research-methods"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Research Design: Qualitative, Quantitative, and Mixed Methods Approaches",
@@ -812,7 +862,8 @@
       "qualitative",
       "research-methods"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "A Practical Guide to Sampling",
@@ -827,7 +878,8 @@
     "tags": [
       "research-methods"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Ethnography and the Development Encounter",
@@ -843,7 +895,8 @@
       "ethnography",
       "research-methods"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Pre-Analysis Plans and Research Transparency",
@@ -858,6 +911,7 @@
     "tags": [
       "research-methods"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   }
 ]
\ No newline at end of file
diff --git a/data/topics/social_protection_resources.json b/data/topics/social_protection_resources.json
index 6bb5128..3f2f27b 100644
--- a/data/topics/social_protection_resources.json
+++ b/data/topics/social_protection_resources.json
@@ -13,7 +13,8 @@
       "poverty",
       "social-protection"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "The State of Social Safety Nets 2018",
@@ -28,7 +29,8 @@
     "tags": [
       "social-protection"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Cash Transfers: What Does the Evidence Say? A Rigorous Review of Programme Impact and the Role of Design and Implementation Features",
@@ -46,7 +48,8 @@
       "food-security",
       "social-protection"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Conditional Cash Transfers: Reducing Present and Future Poverty",
@@ -64,7 +67,8 @@
       "poverty",
       "social-protection"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Social Protection and Labor at the World Bank, 2000-2008",
@@ -80,7 +84,8 @@
       "labor-markets",
       "social-protection"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Public Works Programs in Developing Countries: Beyond Safety Net Programs",
@@ -95,7 +100,8 @@
     "tags": [
       "social-protection"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "The Productive Safety Net Programme in Ethiopia: Impacts on Children's Schooling and Labour",
@@ -111,7 +117,8 @@
       "education",
       "social-protection"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Targeting of Social Programs in Africa",
@@ -126,7 +133,8 @@
     "tags": [
       "social-protection"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Social Safety Nets and Gender: Learning from Impact Evaluations and World Bank Projects",
@@ -145,7 +153,8 @@
       "nutrition",
       "social-protection"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Adaptive Social Protection: Building Resilience to Shocks",
@@ -162,7 +171,8 @@
       "climate-change",
       "social-protection"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Universal Basic Income: A Primer",
@@ -178,7 +188,8 @@
       "UBI",
       "social-protection"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Social Registries for Social Assistance and Beyond: A Guidance Note and Assessment Tool",
@@ -193,7 +204,8 @@
     "tags": [
       "social-protection"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Closing the Coverage Gap: The Role of Social Pensions and Other Retirement Income Transfers",
@@ -209,7 +221,8 @@
       "poverty",
       "social-protection"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Protecting the Poor: A Microinsurance Compendium",
@@ -224,7 +237,8 @@
     "tags": [
       "social-protection"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Social Safety Nets in Latin America: Responding to Crises and Building Resilience",
@@ -241,7 +255,8 @@
       "cash-transfers",
       "social-protection"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "India's National Rural Employment Guarantee Act (NREGA): An Assessment",
@@ -260,7 +275,8 @@
       "poverty",
       "social-protection"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Social Protection in a Changing Climate: Linking Social Protection and Climate Change Adaptation",
@@ -277,7 +293,8 @@
       "climate-change",
       "social-protection"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Sourcebook on the Foundations of Social Protection Delivery Systems",
@@ -292,7 +309,8 @@
     "tags": [
       "social-protection"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Long-Term Impacts of Conditional Cash Transfers: Review of the Evidence",
@@ -310,7 +328,8 @@
       "poverty",
       "social-protection"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Social Protection and Economic Growth in Low-Income Countries",
@@ -325,7 +344,8 @@
     "tags": [
       "social-protection"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Government Spending on Social Protection in Sub-Saharan Africa",
@@ -341,7 +361,8 @@
       "Sub-Saharan-Africa",
       "social-protection"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "The Role of Digital Technology in Social Protection During and After COVID-19",
@@ -358,7 +379,8 @@
       "mobile-technology",
       "social-protection"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "School Feeding Programs: Addressing Malnutrition and Improving Education",
@@ -375,7 +397,8 @@
       "nutrition",
       "social-protection"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Reaching the Last Mile: Social Protection for Persons with Disabilities in Low- and Middle-Income Countries",
@@ -391,7 +414,8 @@
       "disability",
       "social-protection"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "World Social Protection Report 2020-22",
@@ -399,14 +423,15 @@
     "year": 2021,
     "type": "grey_literature",
     "topic": "Social Protection",
-    "url": "https://www.ilo.org/publications/flagship-reports/world-social-protection-report-2020-22-social-protection-crossroads",
+    "url": "https://www.ilo.org/publications/flagship-reports/world-social-protection-report-2020-22-social-protection-crossroads-%E2%80%93",
     "description": "The ILO's flagship documenting that over half the world's population lacks any social protection coverage.",
     "id": "world-social-protection-report-2020-22",
     "access_type": "open_access",
     "tags": [
       "social-protection"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Cash Transfers: What Does the Evidence Say?",
@@ -424,7 +449,8 @@
       "poverty",
       "social-protection"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Realizing the Full Potential of Social Safety Nets in Africa",
@@ -439,7 +465,8 @@
     "tags": [
       "social-protection"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Just Give Money to the Poor",
@@ -455,7 +482,8 @@
       "cash-transfers",
       "social-protection"
     ],
-    "verified": false
+    "link_status": "broken",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Social Protection and Jobs Responses to COVID-19",
@@ -470,7 +498,8 @@
     "tags": [
       "social-protection"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Universal Basic Income: Debate and Evidence",
@@ -486,6 +515,7 @@
       "UBI",
       "social-protection"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   }
 ]
\ No newline at end of file
diff --git a/data/topics/wash_resources.json b/data/topics/wash_resources.json
index 3572b1c..b6d1534 100644
--- a/data/topics/wash_resources.json
+++ b/data/topics/wash_resources.json
@@ -12,7 +12,8 @@
     "tags": [
       "wash"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Water, Sanitation, and Hygiene (WASH): Evidence, Gaps, and New Approaches",
@@ -28,7 +29,8 @@
       "WASH",
       "wash"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Effect of Water, Sanitation, and Hygiene on the Prevention of Diarrhoea in Young Children: A Systematic Review and Meta-Analysis",
@@ -46,7 +48,8 @@
       "systematic-review",
       "wash"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Water Supply, Sanitation, and Hygiene Promotion Interventions and Child Health Outcomes: A Systematic Review and Meta-analysis",
@@ -65,7 +68,8 @@
       "systematic-review",
       "wash"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "WASH Benefits Bangladesh: A Cluster-Randomised Trial of the Impact of WASH Interventions on Child Health and Development",
@@ -84,7 +88,8 @@
       "nutrition",
       "wash"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "WASH in Health Care Facilities: Global Baseline Report 2019",
@@ -99,7 +104,8 @@
     "tags": [
       "wash"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Hygiene and Health: Systematic Review of Handwashing Practices Worldwide and Update of Health Effects",
@@ -115,7 +121,8 @@
       "systematic-review",
       "wash"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Sanitation and Stunting: A Systematic Review and Meta-analysis",
@@ -134,7 +141,8 @@
       "systematic-review",
       "wash"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Community-Led Total Sanitation: A Mixed Methods Systematic Review of Evidence and Its Quality",
@@ -152,7 +160,8 @@
       "systematic-review",
       "wash"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Safely Managed Drinking Water: Thematic Report on Drinking Water 2017",
@@ -167,7 +176,8 @@
     "tags": [
       "wash"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Sustainable Sanitation for All: Experiences, Challenges, and Innovations",
@@ -183,7 +193,8 @@
       "WASH",
       "wash"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Water Scarcity, Risk and Vulnerability: An Assessment Under Climate Change",
@@ -199,7 +210,8 @@
       "climate-change",
       "wash"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "The True Cost of Poor Sanitation",
@@ -215,7 +227,8 @@
       "WASH",
       "wash"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Menstrual Hygiene Management: Operational Guidelines",
@@ -231,7 +244,8 @@
       "education",
       "wash"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Point-of-Use Household Drinking Water Filtration: A Practical, Effective Solution or Scalable Stopgap?",
@@ -246,7 +260,8 @@
     "tags": [
       "wash"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Effectiveness of Interventions to Promote Handwashing and Other Health Behaviours Before and After COVID-19: A Systematic Review",
@@ -262,7 +277,8 @@
       "systematic-review",
       "wash"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "How Does Improving Water, Sanitation and Hygiene Affect Nutrition? A Systematic Review",
@@ -280,7 +296,8 @@
       "systematic-review",
       "wash"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Water Safety Plans: Managing Drinking-Water Quality from Catchment to Consumer",
@@ -296,7 +313,8 @@
       "WASH",
       "wash"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Rural Water Supply in Africa: Lessons from Implementation Projects",
@@ -313,7 +331,8 @@
       "WASH",
       "wash"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "The Handwashing Handbook: A Guide for Developing a Hygiene Promotion Program",
@@ -329,7 +348,8 @@
       "M&E",
       "wash"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Water, Sanitation, Hygiene, and Soil-Transmitted Helminth Infection: A Systematic Review and Meta-Analysis",
@@ -347,7 +367,8 @@
       "systematic-review",
       "wash"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Progress on Household Drinking Water, Sanitation and Hygiene 2000-2022",
@@ -363,7 +384,8 @@
       "WASH",
       "wash"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "The Human Right to Water and Sanitation",
@@ -371,15 +393,16 @@
     "year": 2010,
     "type": "grey_literature",
     "topic": "WASH",
-    "url": "https://www.un.org/waterforlifedecade/human_right_to_water.shtml",
+    "url": "https://digitallibrary.un.org/record/687002",
     "description": "Background on the UN General Assembly resolution recognising safe drinking water and sanitation as a human right.",
     "id": "the-human-right-to-water-and-sanitation",
-    "access_type": "open_access",
+    "access_type": "check_access",
     "tags": [
       "WASH",
       "wash"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "World Water Development Report 2024",
@@ -394,7 +417,8 @@
     "tags": [
       "wash"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Sanitation and Health",
@@ -410,7 +434,8 @@
       "WASH",
       "wash"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "The Economics of Sanitation Initiative",
@@ -426,7 +451,8 @@
       "WASH",
       "wash"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Water Supply, Sanitation and Hygiene in Schools",
@@ -434,7 +460,7 @@
     "year": 2020,
     "type": "grey_literature",
     "topic": "WASH",
-    "url": "https://washdata.org/reports/jmp-2020-wash-schools",
+    "url": "https://washdata.org/reports/jmp-2020-wash-in-schools",
     "description": "JMP baseline on WASH services in schools and their links to attendance, especially for adolescent girls.",
     "id": "water-supply-sanitation-and-hygiene-in-schools",
     "access_type": "check_access",
@@ -443,7 +469,8 @@
       "education",
       "wash"
     ],
-    "verified": false
+    "link_status": "ok",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Ending Open Defecation: Lessons from the Swachh Bharat Mission",
@@ -460,7 +487,8 @@
       "WASH",
       "wash"
     ],
-    "verified": false
+    "link_status": "broken",
+    "link_checked": "2026-09-23"
   },
   {
     "title": "Water and Climate Change",
@@ -477,6 +505,7 @@
       "climate-change",
       "wash"
     ],
-    "verified": false
+    "link_status": "blocked",
+    "link_checked": "2026-09-23"
   }
 ]
\ No newline at end of file
diff --git a/enrich_data.py b/enrich_data.py
index 54a4056..cd56cb0 100644
--- a/enrich_data.py
+++ b/enrich_data.py
@@ -7,7 +7,7 @@
   - access_type: "open_access" | "free_to_read" | "check_access"
   - doi: extracted from URL where possible
   - tags: auto-generated keyword tags from title/description
-  - verified: false (placeholder for manual verification)
+  - drops the legacy `verified` flag (see the note in enrich_entry)
 
 Usage:
     python3 enrich_data.py              # enrich all topic files in-place
@@ -348,8 +348,13 @@ def enrich_file(filepath, dry_run=False):
             r.get("topic", ""),
         )
 
-        # Mark as unverified
-        r["verified"] = False
+        # `verified` used to be reset to False here on every resource on
+        # every build, which made resource.html's "Verified" badge unreachable
+        # code: nothing could ever set it, because this line ran after anything
+        # that might have. The field is gone, and what the pipeline actually
+        # knows about a link now lives in `link_status` / `link_checked`,
+        # written by verify_urls.py and deliberately not touched here.
+        r.pop("verified", None)
 
         changes += 1
 
diff --git a/feed.json b/feed.json
index bb066ad..f501362 100644
--- a/feed.json
+++ b/feed.json
@@ -348,7 +348,7 @@
     {
       "id": "https://varnasr.github.io/development-discourses/resource.html?id=tracking-sdg-7-the-energy-progress-report-2024",
       "url": "https://varnasr.github.io/development-discourses/resource.html?id=tracking-sdg-7-the-energy-progress-report-2024",
-      "external_url": "https://www.worldbank.org/en/topic/energy/publication/tracking-sdg7-the-energy-progress-report-2024",
+      "external_url": "https://trackingsdg7.esmap.org/",
       "title": "Tracking SDG 7: The Energy Progress Report 2024",
       "content_text": "The custodian agencies' annual assessment of global progress toward universal access to affordable, reliable, sustainable energy.",
       "authors": [
diff --git a/generate_assets.py b/generate_assets.py
index 11d460e..f2f2f9a 100644
--- a/generate_assets.py
+++ b/generate_assets.py
@@ -6,7 +6,7 @@
   - feed.json              JSON Feed 1.1 of the most recently added resources
   - opensearch.xml         OpenSearch descriptor for browser search integration
   - data/stats.json        aggregate counts consumed by the frontend / badges
-  - data/search-index.json trimmed index (id, title, authors, year, topic, type)
+  - data/search-index.json trimmed index (id, title, authors, year, topic(s), type)
 
 Usage:
     python3 generate_assets.py
@@ -109,7 +109,11 @@ def build_opensearch(base_url: str) -> str:
 
 def build_stats(resources: list[dict]) -> dict:
     types = Counter(r.get("type", "unknown") for r in resources)
-    topics = Counter(r.get("topic", "Unknown") for r in resources)
+    # Counted across `topics`, not the scalar `topic`. A resource filed under
+    # two topics is in both filters, so it has to be in both counts or the
+    # pill beside the filter disagrees with the list the filter returns.
+    topics = Counter(t for r in resources
+                     for t in (r.get("topics") or [r.get("topic", "Unknown")]))
     access = Counter(r.get("access_type", "check_access") for r in resources)
     years = [r.get("year") for r in resources if r.get("year")]
     return {
@@ -126,8 +130,9 @@ def build_stats(resources: list[dict]) -> dict:
 # ---- search-index.json ----
 
 def build_search_index(resources: list[dict]) -> list[dict]:
-    keep = ("id", "title", "authors", "year", "topic", "type", "access_type")
-    return [{k: r.get(k) for k in keep} for r in resources]
+    keep = ("id", "title", "authors", "year", "topic", "topics", "type",
+            "access_type", "link_status")
+    return [{k: r.get(k) for k in keep if r.get(k) is not None} for r in resources]
 
 
 def write(path: str, content: str, dry_run: bool) -> None:
diff --git a/index.html b/index.html
index 9722845..afa56bf 100644
--- a/index.html
+++ b/index.html
@@ -137,16 +137,16 @@ <h1 class="site-title">Development Discourses</h1>
 
                 <div class="filter-bar">
                     <div class="filter-group">
-                        <label class="filter-label">Topic</label>
-                        <div class="filter-pills" id="topicFilters">
+                        <span class="filter-label" id="topicFiltersLabel">Topic</span>
+                        <div class="filter-pills" id="topicFilters" role="group" aria-labelledby="topicFiltersLabel">
                             <button class="pill active" data-filter="all">All Topics</button>
                         </div>
                     </div>
 
                     <div class="filter-row">
                         <div class="filter-group">
-                            <label class="filter-label">Type</label>
-                            <div class="filter-pills" id="typeFilters">
+                            <span class="filter-label" id="typeFiltersLabel">Type</span>
+                            <div class="filter-pills" id="typeFilters" role="group" aria-labelledby="typeFiltersLabel">
                                 <button class="pill active" data-filter="all">All</button>
                                 <button class="pill" data-filter="paper">Papers</button>
                                 <button class="pill" data-filter="book">Books</button>
@@ -155,7 +155,7 @@ <h1 class="site-title">Development Discourses</h1>
                         </div>
 
                         <div class="filter-group">
-                            <label class="filter-label">Sort</label>
+                            <label class="filter-label" for="sortSelect">Sort</label>
                             <select id="sortSelect" class="sort-select">
                                 <option value="relevance">Best Match</option>
                                 <option value="title">Title (A-Z)</option>
@@ -169,8 +169,8 @@ <h1 class="site-title">Development Discourses</h1>
 
                     <div class="filter-row">
                         <div class="filter-group">
-                            <label class="filter-label">Access</label>
-                            <div class="filter-pills" id="accessFilters">
+                            <span class="filter-label" id="accessFiltersLabel">Access</span>
+                            <div class="filter-pills" id="accessFilters" role="group" aria-labelledby="accessFiltersLabel">
                                 <button class="pill active" data-filter="all">All</button>
                                 <button class="pill" data-filter="open_access">Open Access</button>
                                 <button class="pill" data-filter="free_to_read">Free to Read</button>
@@ -179,8 +179,8 @@ <h1 class="site-title">Development Discourses</h1>
                         </div>
 
                         <div class="filter-group">
-                            <label class="filter-label">Decade</label>
-                            <div class="filter-pills" id="decadeFilters">
+                            <span class="filter-label" id="decadeFiltersLabel">Decade</span>
+                            <div class="filter-pills" id="decadeFilters" role="group" aria-labelledby="decadeFiltersLabel">
                                 <button class="pill active" data-filter="all">Any Year</button>
                             </div>
                         </div>
@@ -222,14 +222,14 @@ <h1 class="site-title">Development Discourses</h1>
                             </div>
                         </div>
                         <div class="view-toggle">
-                            <button class="view-btn active" data-view="list" title="List view">
+                            <button class="view-btn active" data-view="list" title="List view" aria-label="List view" aria-pressed="true">
                                 <svg width="18" height="18" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2">
                                     <line x1="3" y1="6" x2="21" y2="6"></line>
                                     <line x1="3" y1="12" x2="21" y2="12"></line>
                                     <line x1="3" y1="18" x2="21" y2="18"></line>
                                 </svg>
                             </button>
-                            <button class="view-btn" data-view="grid" title="Grid view">
+                            <button class="view-btn" data-view="grid" title="Grid view" aria-label="Grid view" aria-pressed="false">
                                 <svg width="18" height="18" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2">
                                     <rect x="3" y="3" width="7" height="7"></rect>
                                     <rect x="14" y="3" width="7" height="7"></rect>
diff --git a/js/app.js b/js/app.js
index 717f6e8..27f760b 100644
--- a/js/app.js
+++ b/js/app.js
@@ -188,17 +188,26 @@
         paperCount.textContent = allResources.filter(r => r.type === 'paper').length;
         bookCount.textContent = allResources.filter(r => r.type === 'book').length;
         greyCount.textContent = allResources.filter(r => r.type === 'grey_literature').length;
-        const topics = new Set(allResources.map(r => r.topic));
+        const topics = new Set(allResources.flatMap(topicsOf));
         topicCount.textContent = topics.size;
     }
 
+    // A resource curated into two topics belongs in both filters. The build
+    // used to drop the second copy outright, so 24 assignments simply were not
+    // there; `topics` carries all of them and `topic` remains the first.
+    function topicsOf(r) {
+        return (r.topics && r.topics.length) ? r.topics : (r.topic ? [r.topic] : []);
+    }
+
     function buildTopicFilters() {
         const counts = {};
-        allResources.forEach(r => { counts[r.topic] = (counts[r.topic] || 0) + 1; });
+        allResources.forEach(r => topicsOf(r).forEach(t => { counts[t] = (counts[t] || 0) + 1; }));
         const topics = Object.keys(counts).sort();
         topics.forEach(topic => {
             const btn = document.createElement('button');
             btn.className = 'pill';
+            btn.type = 'button';
+            btn.setAttribute('aria-pressed', 'false');
             btn.dataset.filter = topic;
             btn.innerHTML = `${escapeHtml(topic)} <span class="pill-count">${counts[topic]}</span>`;
             topicFilters.appendChild(btn);
@@ -227,7 +236,7 @@
     }
 
     function buildAboutTopics() {
-        const topics = [...new Set(allResources.map(r => r.topic))].sort();
+        const topics = [...new Set(allResources.flatMap(topicsOf))].sort();
         aboutTopics.innerHTML = topics.map(t =>
             `<a class="topic-tag" href="?topic=${encodeURIComponent(t)}">${escapeHtml(t)}</a>`
         ).join('');
@@ -259,17 +268,30 @@
         setActivePill(accessFilters, currentAccess);
         setActivePill(decadeFilters, currentDecade);
         if (currentView === 'grid') {
-            document.querySelectorAll('.view-btn').forEach(b => b.classList.toggle('active', b.dataset.view === 'grid'));
+            setActiveView('grid');
             resourcesList.classList.add('grid-view');
         }
     }
 
+    function setActiveView(view) {
+        document.querySelectorAll('.view-btn').forEach(b => {
+            const on = b.dataset.view === view;
+            b.classList.toggle('active', on);
+            b.setAttribute('aria-pressed', on ? 'true' : 'false');
+        });
+    }
+
     function setActivePill(container, value) {
         if (!container) return;
         let matched = false;
         container.querySelectorAll('.pill').forEach(p => {
             const on = p.dataset.filter === value;
             p.classList.toggle('active', on);
+            // The selected filter was carried by a class alone, which is a
+            // purely visual signal: a screen reader in one of these groups
+            // heard five identically-named buttons with nothing to say which
+            // one was in force.
+            p.setAttribute('aria-pressed', on ? 'true' : 'false');
             if (on) matched = true;
         });
         if (!matched) {
@@ -329,9 +351,8 @@
         // View toggle
         document.querySelectorAll('.view-btn').forEach(btn => {
             btn.addEventListener('click', function () {
-                document.querySelectorAll('.view-btn').forEach(b => b.classList.remove('active'));
-                this.classList.add('active');
                 currentView = this.dataset.view;
+                setActiveView(currentView);
                 resourcesList.classList.toggle('grid-view', currentView === 'grid');
                 writeStateToURL();
             });
@@ -457,13 +478,13 @@
 
         filteredResources = allResources.filter(r => {
             if (savedOnly && !isBookmarked(resKey(r))) return false;
-            if (currentTopic !== 'all' && r.topic !== currentTopic) return false;
+            if (currentTopic !== 'all' && !topicsOf(r).includes(currentTopic)) return false;
             if (currentType !== 'all' && r.type !== currentType) return false;
             if (currentAccess !== 'all' && (r.access_type || 'check_access') !== currentAccess) return false;
             if (currentDecade !== 'all' && r.year && String(decadeOf(r.year)) !== currentDecade) return false;
             if (currentDecade !== 'all' && !r.year) return false;
             if (terms.length) {
-                const haystack = `${r.title} ${r.authors} ${r.description} ${r.topic} ${(r.tags || []).join(' ')}`.toLowerCase();
+                const haystack = `${r.title} ${r.authors} ${r.description} ${topicsOf(r).join(' ')} ${(r.tags || []).join(' ')}`.toLowerCase();
                 if (!terms.every(term => haystack.includes(term))) return false;
             }
             return true;
@@ -594,7 +615,7 @@
                 </div>
                 ${r.description ? `<p class="resource-description">${highlight(truncate(r.description, 220), terms)}</p>` : ''}
                 <div class="resource-footer">
-                    <span class="resource-topic-tag">${escapeHtml(r.topic)}</span>
+                    <span class="resource-topics">${topicsOf(r).map(t => `<span class="resource-topic-tag">${escapeHtml(t)}</span>`).join('')}</span>
                     <div class="resource-footer-right">
                         ${(r.tags && r.tags.length > 0) ? `<span class="resource-tag-count">${r.tags.length} tags</span>` : ''}
                         <span class="resource-link-icon">View &rarr;</span>
@@ -638,7 +659,7 @@
   author = {${r.authors || 'Unknown'}},
   title = {${r.title}},
   year = {${r.year || ''}},
-  howpublished = {${escapeBib(r.topic)}},
+  howpublished = {${escapeBib(topicsOf(r).join('; '))}},
   url = {${r.url}}${r.doi ? `,\n  doi = {${r.doi}}` : ''}
 }`;
     }
@@ -646,13 +667,15 @@
     function escapeBib(s) { return (s || '').replace(/[{}]/g, ''); }
 
     function toCSV(rows) {
-        const headers = ['title', 'authors', 'year', 'type', 'topic', 'access_type', 'url', 'description'];
+        const headers = ['title', 'authors', 'year', 'type', 'topics', 'access_type', 'url', 'alt_urls', 'description'];
         const esc = v => {
-            const s = String(v === undefined || v === null ? '' : v);
+            const s = Array.isArray(v) ? v.join('; ')
+                : String(v === undefined || v === null ? '' : v);
             return /[",\n]/.test(s) ? '"' + s.replace(/"/g, '""') + '"' : s;
         };
         const lines = [headers.join(',')];
-        rows.forEach(r => lines.push(headers.map(h => esc(r[h])).join(',')));
+        rows.forEach(r => lines.push(headers.map(
+            h => esc(h === 'topics' ? topicsOf(r) : r[h])).join(',')));
         return lines.join('\n');
     }
 
diff --git a/js/resource.js b/js/resource.js
index 467a085..5b17826 100644
--- a/js/resource.js
+++ b/js/resource.js
@@ -89,20 +89,36 @@
         accessBadge.textContent = accessInfo.label;
         accessBadge.className = 'access-badge access-' + r.access_type;
 
-        // Verified
-        if (r.verified) {
-            document.getElementById('verifiedBadge').style.display = 'inline-block';
-        }
+        // Link health.
+        //
+        // This used to be a "Verified" badge driven by `r.verified`, and it
+        // could never appear: enrich_data.py set that field to false on every
+        // resource on every build, so the branch was unreachable. Worse, the
+        // word promised an editorial judgement the pipeline never made.
+        //
+        // What the checker actually knows is narrower and more useful: whether
+        // the link answered. It also distinguishes a publisher refusing a robot
+        // (403, which a reader never sees) from a document that is gone (404),
+        // which the previous checker did not, and that distinction is the whole
+        // reason a reader can trust the line.
+        renderLinkStatus(r);
 
         document.getElementById('detailTitle').textContent = r.title;
         document.getElementById('detailAuthors').textContent = r.authors || 'Unknown';
         document.getElementById('detailYear').textContent = r.year || '';
-        document.getElementById('detailTopic').textContent = r.topic;
+        document.getElementById('detailTopic').innerHTML = topicsOf(r)
+            .map(t => `<a class="detail-topic-tag" href="index.html?topic=${encodeURIComponent(t)}">${escapeHtml(t)}</a>`)
+            .join('');
         document.getElementById('detailDescription').textContent = r.description || 'No description available.';
 
         // Source link
         document.getElementById('readSourceBtn').href = r.url;
 
+        // Some records carry a second link, usually a working paper beside the
+        // published version. The build used to keep only one of the two, and
+        // dropped the other entry entirely.
+        renderAltUrls(r);
+
         // Community notes link
         const noteUrl = 'https://github.com/Varnasr/development-discourses/issues/new?title=' +
             encodeURIComponent('Community Note: ' + r.title) +
@@ -111,6 +127,82 @@
         document.getElementById('contributeNote').href = noteUrl;
     }
 
+
+    // A resource can be filed under more than one topic. `topic` is the first
+    // and stays for anything reading a scalar; `topics` is the full list.
+    function topicsOf(r) {
+        return (r.topics && r.topics.length) ? r.topics : (r.topic ? [r.topic] : []);
+    }
+
+    const LINK_COPY = {
+        ok: { cls: 'link-ok', text: 'Link checked' },
+        paywalled: { cls: 'link-warn', text: 'Publisher landing page' },
+        blocked: { cls: 'link-warn', text: 'Not confirmed from here' },
+        unknown: { cls: 'link-warn', text: 'Did not answer' },
+        broken: { cls: 'link-bad', text: 'Link was unreachable' },
+    };
+
+    const LINK_DETAIL = {
+        ok: 'The library reached this document on {date}.',
+        paywalled: 'This host answers with a publisher landing page. The text may be ' +
+                   'open access behind it, but the library cannot confirm that from here. ' +
+                   'Last checked {date}.',
+        blocked: 'This publisher refuses automated requests, so the library could not ' +
+                 'check the link on {date}. That is not a sign the document is gone: ' +
+                 'it will almost certainly open in your browser.',
+        unknown: 'The host did not answer when the library checked on {date}. ' +
+                 'Usually temporary. Worth trying.',
+        broken: 'This link returned "not found" when the library checked on {date}. ' +
+                'The document has probably moved. The search links below may find it.',
+    };
+
+    function renderLinkStatus(r) {
+        const el = document.getElementById('linkBadge');
+        if (!el) { return; }
+        const copy = LINK_COPY[r.link_status];
+        if (!copy) { el.hidden = true; return; }
+        const when = r.link_checked || 'an earlier run';
+        el.hidden = false;
+        el.className = 'link-badge ' + copy.cls;
+        el.textContent = copy.text;
+        el.title = LINK_DETAIL[r.link_status].replace('{date}', when);
+
+        const note = document.getElementById('linkNote');
+        if (!note) { return; }
+        if (r.link_status === 'ok') { note.hidden = true; return; }
+        note.hidden = false;
+        note.className = 'link-note ' + copy.cls;
+        let html = '<p>' + escapeHtml(LINK_DETAIL[r.link_status].replace('{date}', when)) + '</p>';
+        if (r.link_status === 'broken') {
+            const q = encodeURIComponent(r.title);
+            html += '<p class="link-note-actions">' +
+                (r.doi ? `<a href="https://doi.org/${encodeURIComponent(r.doi)}" rel="noopener">Resolve the DOI</a>` : '') +
+                `<a href="https://scholar.google.com/scholar?q=${q}" rel="noopener" target="_blank">Search Google Scholar</a>` +
+                `<a href="https://www.google.com/search?q=${q}" rel="noopener" target="_blank">Search the web</a>` +
+                `<a href="https://web.archive.org/web/2024/${encodeURIComponent(r.url)}" rel="noopener" target="_blank">Try the Wayback Machine</a>` +
+                '</p>';
+        }
+        note.innerHTML = html;
+    }
+
+    function renderAltUrls(r) {
+        const el = document.getElementById('altUrls');
+        if (!el) { return; }
+        const alts = r.alt_urls || [];
+        if (!alts.length) { el.hidden = true; return; }
+        el.hidden = false;
+        el.innerHTML = '<h3 class="alt-urls-title">Also available at</h3><ul>' +
+            alts.map(u => `<li><a href="${escapeHtml(u)}" target="_blank" rel="noopener">${escapeHtml(prettyUrl(u))}</a></li>`).join('') +
+            '</ul>';
+    }
+
+    function prettyUrl(u) {
+        try {
+            const p = new URL(u);
+            return p.hostname.replace(/^www\./, '') + (p.pathname.length > 1 ? p.pathname : '');
+        } catch (e) { return u; }
+    }
+
     // ---- Dynamic SEO / structured data ----
     function injectSEO() {
         const r = currentResource;
diff --git a/resource.html b/resource.html
index af17596..c71e781 100644
--- a/resource.html
+++ b/resource.html
@@ -95,13 +95,13 @@
                             <div class="detail-badges">
                                 <span class="resource-type-badge" id="typeBadge">Paper</span>
                                 <span class="access-badge" id="accessBadge">Open Access</span>
-                                <span class="verified-badge" id="verifiedBadge" style="display:none;">Verified</span>
+                                <span class="link-badge" id="linkBadge" hidden></span>
                             </div>
                             <h1 class="detail-title" id="detailTitle">Loading...</h1>
                             <div class="detail-authors" id="detailAuthors"></div>
                             <div class="detail-meta-row">
                                 <span class="detail-year" id="detailYear"></span>
-                                <span class="detail-topic-tag" id="detailTopic"></span>
+                                <span class="detail-topics" id="detailTopic"></span>
                             </div>
                         </div>
 
@@ -121,6 +121,15 @@ <h1 class="detail-title" id="detailTitle">Loading...</h1>
                             </button>
                         </div>
 
+                        <!-- What the link checker found. Silent when the link
+                             is fine; a reader only needs telling when it is
+                             not, or when the library could not tell. -->
+                        <div class="link-note" id="linkNote" hidden></div>
+
+                        <!-- A second link where the record carries one, usually
+                             a working paper beside the published version. -->
+                        <div class="alt-urls" id="altUrls" hidden></div>
+
                         <!-- Citation Panel (hidden by default) -->
                         <div class="citation-panel" id="citationPanel" style="display:none;">
                             <div class="citation-tabs">
@@ -150,10 +159,10 @@ <h2>Connection Map</h2>
                             <div class="litmap-controls">
                                 <div class="litmap-legend" id="litmapLegend"></div>
                                 <div class="litmap-actions">
-                                    <button class="litmap-btn" id="litmapReset" title="Reset zoom">
+                                    <button class="litmap-btn" id="litmapReset" title="Reset zoom" aria-label="Reset zoom">
                                         <svg width="14" height="14" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2"><path d="M3 12a9 9 0 019-9 9.75 9.75 0 016.74 2.74L21 8"></path><path d="M21 3v5h-5"></path><path d="M21 12a9 9 0 01-9 9 9.75 9.75 0 01-6.74-2.74L3 16"></path><path d="M3 21v-5h5"></path></svg>
                                     </button>
-                                    <button class="litmap-btn" id="litmapFullscreen" title="Toggle fullscreen">
+                                    <button class="litmap-btn" id="litmapFullscreen" title="Toggle fullscreen" aria-label="Toggle fullscreen">
                                         <svg width="14" height="14" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" y1="3" x2="14" y2="10"></line><line x1="3" y1="21" x2="10" y2="14"></line></svg>
                                     </button>
                                 </div>
diff --git a/service-worker.js b/service-worker.js
index 374d3d9..ec81cbc 100644
--- a/service-worker.js
+++ b/service-worker.js
@@ -5,9 +5,17 @@
  *   - App shell (HTML/CSS/JS/icons): cache-first, updated in the background.
  *   - Data (data/*.json): network-first, falling back to cache when offline.
  * Bump CACHE_VERSION to invalidate old caches on the next visit.
+ *
+ * The shell is cache-first, so this is not optional housekeeping: a returning
+ * visitor keeps the cached HTML, CSS and JS until a bump evicts them. The
+ * 2026-09-23 change added markup (#linkNote, #altUrls, .detail-topics) that
+ * only the new JS fills and only the new CSS styles, so leaving the version
+ * alone would have paired new markup with old script on every device that had
+ * already visited. Nothing would error; the link-health line would simply not
+ * appear, and only a first-time visitor would ever see the feature. Hence v4.
  */
 
-const CACHE_VERSION = 'dd-v3';
+const CACHE_VERSION = 'dd-v4';
 const SHELL_CACHE = CACHE_VERSION + '-shell';
 const DATA_CACHE = CACHE_VERSION + '-data';
 
diff --git a/tests/test_data.py b/tests/test_data.py
index fc8869a..30c19ba 100644
--- a/tests/test_data.py
+++ b/tests/test_data.py
@@ -82,4 +82,109 @@ def test_asset_generation_functions():
 
     index = ga.build_search_index(data)
     assert len(index) == len(data)
-    assert set(index[0]) == {"id", "title", "authors", "year", "topic", "type", "access_type"}
+    # `topics` and `link_status` are omitted per-record when absent, so the
+    # index rows are a subset of the keep list rather than exactly it.
+    assert set(index[0]) <= {"id", "title", "authors", "year", "topic", "topics",
+                             "type", "access_type", "link_status"}
+    assert {"id", "title", "type"} <= set(index[0])
+
+
+# ---------------------------------------------------------------------------
+# Merging, not dropping
+#
+# build.py used to keep the first entry under a given normalised title and
+# discard the rest silently. On 2026-09-23 that was 24 of 669 entries, and all
+# 21 affected titles spanned more than one topic, so what it discarded was a
+# curator's topic assignment. These tests pin the behaviour that replaced it.
+# ---------------------------------------------------------------------------
+
+def test_merge_keeps_every_topic_a_title_was_filed_under():
+    import build  # noqa: E402
+
+    entries = [
+        {"title": "Conditional Cash Transfers", "topic": "Social Protection",
+         "url": "https://example.org/cct", "description": "short"},
+        {"title": "conditional cash transfers", "topic": "Public Policy & Governance",
+         "url": "https://example.org/cct", "description": "a longer description"},
+    ]
+    merged, folded = build.merge_duplicates(entries)
+    assert folded == 1
+    assert len(merged) == 1
+    assert merged[0]["topics"] == ["Public Policy & Governance", "Social Protection"]
+    # The scalar survives for anything that reads one.
+    assert merged[0]["topic"] == "Social Protection"
+    # The longer description wins, so folding does not lose prose either.
+    assert merged[0]["description"] == "a longer description"
+
+
+def test_merge_keeps_a_differing_url_rather_than_dropping_it():
+    import build  # noqa: E402
+
+    entries = [
+        {"title": "The Miracle of Microfinance?", "topic": "Development Economics",
+         "url": "https://www.nber.org/w18950.pdf", "description": ""},
+        {"title": "The Miracle of Microfinance?", "topic": "Financial Inclusion",
+         "url": "https://www.povertyactionlab.org/evaluation/hyderabad", "description": ""},
+    ]
+    merged, _ = build.merge_duplicates(entries)
+    assert merged[0]["alt_urls"] == ["https://www.povertyactionlab.org/evaluation/hyderabad"]
+
+
+def test_merge_prefers_a_link_the_checker_could_reach():
+    import build  # noqa: E402
+
+    entries = [
+        {"title": "X", "topic": "A", "url": "https://a.example/x", "description": "",
+         "link_status": "broken", "link_checked": "2026-09-23"},
+        {"title": "X", "topic": "B", "url": "https://b.example/x", "description": "",
+         "link_status": "ok", "link_checked": "2026-09-23"},
+    ]
+    merged, _ = build.merge_duplicates(entries)
+    assert merged[0]["link_status"] == "ok"
+
+
+def test_topic_counts_span_every_topic_not_just_the_first():
+    import generate_assets as ga  # noqa: E402
+
+    data = [{"title": "X", "topic": "A", "topics": ["A", "B"], "type": "paper",
+             "access_type": "open_access", "year": 2020}]
+    stats = ga.build_stats(data)
+    assert stats["by_topic"] == {"A": 1, "B": 1}
+
+
+# ---------------------------------------------------------------------------
+# Link status
+#
+# The previous `verified` boolean was reset to False by enrich_data.py on every
+# build, so resource.html's "Verified" badge was unreachable code. These pin
+# that the replacement is not reset the same way, and that the classification
+# keeps a publisher refusing a robot apart from a document that is gone.
+# ---------------------------------------------------------------------------
+
+VALID_LINK_STATES = {"ok", "paywalled", "blocked", "unknown", "broken"}
+
+
+def test_link_status_values_are_from_the_known_set():
+    for path in _topic_files():
+        for entry in _load(path):
+            state = entry.get("link_status")
+            if state is not None:
+                assert state in VALID_LINK_STATES, f"{path}: unknown link_status {state!r}"
+
+
+def test_the_legacy_verified_flag_is_gone():
+    for path in _topic_files():
+        for entry in _load(path):
+            assert "verified" not in entry, (
+                f"{path}: `verified` is back. It was removed because enrich_data.py "
+                "reset it to False on every build, which made the badge that read it "
+                "unreachable. Use link_status."
+            )
+
+
+def test_a_blocked_link_is_not_recorded_as_broken():
+    import verify_urls  # noqa: E402
+
+    assert 403 in verify_urls.BLOCKED_CODES
+    assert 403 not in verify_urls.BROKEN_CODES
+    assert 404 in verify_urls.BROKEN_CODES
diff --git a/url_verification_report.json b/url_verification_report.json
index b8505bb..d710780 100644
--- a/url_verification_report.json
+++ b/url_verification_report.json
@@ -1,4320 +1,5159 @@
 {
-  "checked_at": "2026-02-28T14:21:16Z",
-  "total": 516,
-  "accessible": 350,
-  "broken": 162,
-  "paywalled": 17,
+  "checked_at": "2026-09-23T05:42:23Z",
+  "unique_urls": 644,
+  "entries": 669,
+  "counts": {
+    "ok": 551,
+    "blocked": 77,
+    "broken": 8,
+    "unknown": 7,
+    "paywalled": 1
+  },
   "broken_urls": [
-    "https://www.thelancet.com/journals/langlo/article/PIIS2214-109X(24)00563-1/fulltext",
-    "https://www.science.org/doi/10.1126/science.aah5309",
-    "https://documents1.worldbank.org/curated/en/988811549967967067/pdf/Graduating-the-Poor.pdf",
-    "https://documents1.worldbank.org/curated/en/509091468166152283/pdf/Evaluation-capacity-development-building-country-capacity-for-monitoring-and-evaluation-in-the-public-sector-selected-lessons-of-international-experience.pdf",
-    "https://documents1.worldbank.org/curated/en/175211468331772414/pdf/767450JRN0WBRO00Box374387B00PUBLIC0.pdf",
-    "https://www.thelancet.com/journals/langlo/article/PIIS2214-109X(23)00007-4/fulltext",
-    "https://www.intrac.org/app/uploads/2017/01/The-Logical-Framework.pdf",
-    "https://evaluation.iom.int/sites/g/files/tmzbdl151/files/documents/Evalcriteria.pdf",
-    "https://www.intrac.org/app/uploads/2017/01/Gender-responsive-evaluation.pdf",
-    "https://documents1.worldbank.org/curated/en/424011468192529027/pdf/Full-report.pdf",
-    "https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(14)60792-3/abstract",
-    "https://www.unwomen.org/sites/default/files/Headquarters/Attachments/Sections/Library/Publications/2019/Discussion-paper-Effect-of-cash-based-interventions-on-gender-outcomes-en.pdf",
-    "https://academic.oup.com/wbro/article/34/1/119/5492445",
-    "https://documents1.worldbank.org/curated/en/099548206152339098/pdf/IDU124d2b624145531468a1a4d418173bf51a4fd.pdf",
-    "https://www.priv.gc.ca/en/opc-actions-and-decisions/research/explore-privacy-research/2011/hosein_201109/",
-    "https://dspace.mit.edu/handle/1721.1/82663",
-    "https://journals.sagepub.com/doi/full/10.1177/15586898211032825",
-    "https://www.irena.org/publications/2022/Sep/Renewable-Energy-Outlook-for-ASEAN-2nd-edition",
-    "https://documents1.worldbank.org/curated/en/578241468113934520/pdf/906000v10PUB0E00Box385314B00PUBLIC0.pdf",
-    "https://documents1.worldbank.org/curated/en/732501468741681923/pdf/multi0page.pdf",
-    "https://www.researchgate.net/publication/11391586_Intimate_Partner_Violence_Causes_and_Prevention",
-    "https://www.earth.columbia.edu/news/2005/images/lancet012205.pdf",
-    "https://documents1.worldbank.org/curated/en/099740408142422676/pdf/IDU-84dfd61b-e135-4242-a202-3728b2e8fa86.pdf",
-    "https://dspace.mit.edu/bitstream/handle/1721.1/95969/Duflo_Estimating%20the.pdf",
-    "https://documents1.worldbank.org/curated/en/135731520343670750/pdf/WPS8360.pdf",
-    "https://www.usaid.gov/sites/default/files/2022-05/Evaluation_Policy_Update_OCT2020_Final.pdf",
-    "https://documents1.worldbank.org/curated/en/390771468771327388/pdf/wps3516.pdf",
-    "https://documents1.worldbank.org/curated/en/449711468762020101/pdf/28102.pdf",
-    "https://www.researchgate.net/publication/258136936_Monitoring_evaluation_and_performance_management_in_South_Asia_The_challenge_of_building_capacity",
-    "https://www.tandfonline.com/doi/full/10.1080/19452829.2018.1536696",
-    "https://documents1.worldbank.org/curated/en/693621468155368608/pdf/767890JRN0WBRO00Box374387B00PUBLIC0.pdf",
-    "https://www.sciencedirect.com/science/article/pii/S0277953617307359",
-    "https://documents1.worldbank.org/curated/en/862091571145787913/pdf/Integrating-Value-for-Money-and-Impact-Evaluations-Issues-Institutions-and-Opportunities.pdf",
-    "https://dspace.mit.edu/bitstream/handle/1721.1/104069/Olken_Promises%20and%20perils.pdf",
-    "https://www.thelancet.com/journals/langlo/article/PIIS2214-109X(18)30385-1/fulltext",
-    "https://chicagounbound.uchicago.edu/cgi/viewcontent.cgi?article=1052&context=uclf",
-    "https://pubdocs.worldbank.org/en/655801461250682317/WDR16-BP-Aadhaar-Paper-Banerjee.pdf",
-    "https://www.unwomen.org/en/digital-library/publications/2003/1/budgeting-for-equity-gender-budget-initiatives-within-a-framework-of-performance-oriented-budgeting",
-    "https://papers.ssrn.com/sol3/papers.cfm?abstract_id=2594754",
-    "https://openknowledge.fao.org/items/1516eb79-8b43-400e-b3cb-130fd70853b0",
-    "https://opendocs.ids.ac.uk/articles/report/Sustainable_Rural_Livelihoods_A_Framework_for_Analysis/26473384",
-    "https://www.thelancet.com/journals/langlo/article/PIIS2214-109X(13)70074-3/fulltext",
-    "https://www.iea.org/reports/net-zero-by-2050",
-    "https://www.intrac.org/app/uploads/2017/01/Participatory-evaluation.pdf",
-    "https://www.irena.org/-/media/Files/IRENA/Agency/Publication/2023/Jun/IRENA_World_energy_transitions_outlook_2023.pdf",
-    "https://documents1.worldbank.org/curated/en/349441468761683659/pdf/wps3353.pdf",
-    "https://climatestrategies.org/wp-content/uploads/2022/05/Exploring-Just-Transition-in-the-Global-South_FINAL.pdf",
-    "https://www.worldbank.org/en/topic/socialsustainability/publication/investing-in-a-research-revolution-for-lgbti-inclusion",
-    "https://www.science.org/doi/10.1126/science.aaf0918",
-    "https://openknowledge.fao.org/server/api/core/bitstreams/32709b4d-ed41-4b1e-9d37-91786824cb9e/content",
-    "https://www.thelancet.com/journals/langlo/article/PIIS2214-109X(25)00178-0/fulltext",
-    "https://direct.mit.edu/books/oa-monograph/4457/Digital-Entrepreneurship-in-AfricaHow-a-Continent",
-    "https://www.researchgate.net/publication/5130584_Evaluating_the_'logical_framework_approach'_towards_learning-oriented_development_evaluation",
-    "https://eprints.lse.ac.uk/103880/1/Kabeer_womens_empowerment_and_economic_development_published.pdf",
-    "https://www.thelancet.com/journals/lansea/article/PIIS2772-3682(24)00113-6/fulltext",
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-    "https://www.thelancet.com/journals/lansea/article/PIIS2772-3682(23)00173-7/fulltext",
-    "https://www.thelancet.com/journals/langlo/article/PIIS2214-109X(24)00118-9/fulltext",
-    "https://documents1.worldbank.org/curated/en/099021125104529845/pdf/P506693-6eb8104a-0f5f-43e4-ab0b-7017bd23765a.pdf",
-    "https://www.researchgate.net/publication/24091997_Obtaining_a_Driver's_License_in_India_An_Experimental_Approach_to_Studying_Corruption",
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-    "https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(22)00172-6/fulltext",
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-    "https://documents1.worldbank.org/curated/en/234591468331456170/pdf/691280WP0P11290utions0in0adaptation.pdf",
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-    "https://documents1.worldbank.org/curated/en/104761468315569641/pdf/wps3625.pdf",
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-    "https://iris.who.int/handle/10665/43949",
-    "https://www.tandfonline.com/doi/full/10.1080/19439342.2012.711765",
-    "https://eprints.lse.ac.uk/89511/1/Couldry_Data-colonialism_Accepted.pdf",
-    "https://www.sciencedirect.com/science/article/abs/pii/S0959378006000422",
-    "https://www.researchgate.net/publication/223039556_Gender_Inequality_and_Economic_Growth_A_Cross-Country_Analysis",
-    "https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3045235",
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+      "url": "https://www.wider.unu.edu/publication/growth-inequality-and-poverty-reduction-developing-countries",
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+      "url": "https://www.wider.unu.edu/sites/default/files/Publications/Working-paper/PDF/wp-2019-74.pdf",
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+      "stale": true
     },
     {
-      "url": "https://www.nber.org/papers/w14467",
+      "url": "https://www.wiego.org/wp-content/uploads/2019/09/WIEGO-productivity-urban-informal-economy.pdf",
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+      "state": "ok",
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-      "redirected_to": null,
-      "likely_paywalled": false,
-      "accessible": false
+      "url": "https://www.worldbank.org/en/news/feature/2019/10/02/lessons-from-swachh-bharat",
+      "status": 404,
+      "state": "broken",
+      "final_url": null,
+      "error": null
     },
     {
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+      "url": "https://www.worldbank.org/en/publication/globalfindex",
       "status": 200,
+      "state": "ok",
+      "final_url": null,
       "error": null,
-      "redirected_to": null,
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-      "accessible": true
+      "stale": true
     },
     {
-      "url": "https://www.nber.org/system/files/working_papers/w17143/w17143.pdf",
+      "url": "https://www.worldbank.org/en/publication/wdr2016",
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+      "url": "https://www.worldbank.org/en/publication/wdr2018",
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+      "stale": true
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+      "url": "https://www.worldbank.org/en/publication/worldwide-governance-indicators",
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-      "accessible": true
+      "stale": true
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+      "url": "https://www.worldbank.org/en/topic/disability",
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+      "state": "ok",
+      "final_url": "https://www.worldbank.org/ext/en/topic/social-development/disability-inclusion",
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+      "stale": true
     },
     {
-      "url": "https://www.ipbes.net/global-assessment",
+      "url": "https://www.worldbank.org/en/topic/disability/overview",
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+      "state": "ok",
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+      "stale": true
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+      "stale": true
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-      "accessible": false
-    },
-    {
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+      "state": "ok",
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+      "stale": true
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+      "url": "https://www.worldbank.org/en/topic/financialinclusion/brief/achieving-universal-financial-access-by-2020",
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+      "state": "ok",
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+      "stale": true
     },
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+      "url": "https://www.worldbank.org/en/topic/financialinclusion/overview",
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+      "state": "ok",
+      "final_url": "https://www.worldbank.org/ext/en/topic/financial-sector/financial-inclusion",
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+      "url": "https://www.worldbank.org/en/topic/sanitationhygiene",
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+      "state": "ok",
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-      "likely_paywalled": false,
-      "accessible": false
+      "stale": true
     },
     {
-      "url": "https://www.nber.org/system/files/working_papers/w11753/w11753.pdf",
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+      "state": "ok",
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-      "redirected_to": "https://openknowledge.worldbank.org/entities/publication/c7bc435a-d635-5136-aacf-7cf0f5f3c6cf",
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-      "error": "The read operation timed out",
-      "redirected_to": null,
-      "likely_paywalled": false,
-      "accessible": false
+      "stale": true
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   ]
-}
\ No newline at end of file
+}
diff --git a/verify_urls.py b/verify_urls.py
index 0552016..83f5a76 100644
--- a/verify_urls.py
+++ b/verify_urls.py
@@ -1,250 +1,344 @@
 #!/usr/bin/env python3
 """
-verify_urls.py - Check all resource URLs for accessibility.
-
-Checks each URL with a HEAD request (falling back to GET), reports:
-  - HTTP status code
-  - Whether it's likely paywalled
-  - Redirect chains
-  - Timeouts and errors
-
-Usage:
-    python3 verify_urls.py                    # check all, write report
-    python3 verify_urls.py --remove-broken    # also remove broken entries
-    python3 verify_urls.py --remove-paywalled # also remove paywalled entries
+verify_urls.py - Check every resource URL and record what came back.
+
+    python3 verify_urls.py                 # check all, write report + link_status
+    python3 verify_urls.py --recheck       # only re-check what was not `ok` last time
+    python3 verify_urls.py --limit 50      # first N unique URLs, for a quick look
+    python3 verify_urls.py --no-write      # report only, leave topic files alone
+    python3 verify_urls.py --remove-broken # delete entries whose link is really gone
+
+WHY THIS WAS REWRITTEN
+
+The previous version had one bucket for "not accessible" and offered
+`--remove-broken` against it. Its report of 2026-02-28 put 162 of 516 URLs in
+that bucket, and **102 of the 162 were HTTP 403**: 35 from
+documents1.worldbank.org, 26 from thelancet.com, and the rest from ResearchGate,
+Science, SAGE, ScienceDirect and other publishers that refuse robots as a matter
+of policy. Every one of those opens in a browser. Running `--remove-broken`
+would have deleted a fifth of the library, most of it live, and the deletion
+would have looked like routine maintenance in the diff.
+
+A 403 is the server declining **this client**. A 404 is the document being gone.
+Collapsing the two is the whole defect, so this version keeps them apart and
+only ever removes the second.
+
+    ok        2xx after redirects. The document is there.
+    blocked   401 / 403 / 406 / 429. The server refuses a robot. A human is fine.
+    broken    404 / 410, DNS failure, TLS failure, refused connection.
+    unknown   timeout, 5xx, anything else. Server trouble, probably transient.
+
+Only `broken` is removable, and even then the script prints each entry and
+requires the flag. `blocked` and `unknown` are never removable at any flag.
+
+The old script also sent `User-Agent: DevDiscourses-URLChecker/1.0`, which is
+close to the perfect string for getting blocked. It sends a browser UA now, and
+an `Accept-Language`, because several of these hosts vary on it.
 """
 
+import argparse
+import glob
 import json
 import os
+import random
+import ssl
 import sys
 import time
-import re
-from urllib.parse import urlparse
+import urllib.error
+import urllib.request
 from concurrent.futures import ThreadPoolExecutor, as_completed
-
-try:
-    import urllib.request
-    import urllib.error
-    import ssl
-except ImportError:
-    pass
+from urllib.parse import urlparse
 
 SCRIPT_DIR = os.path.dirname(os.path.abspath(__file__))
 TOPICS_DIR = os.path.join(SCRIPT_DIR, "data", "topics")
 REPORT_FILE = os.path.join(SCRIPT_DIR, "url_verification_report.json")
 
-# Domains known to be paywalled
-PAYWALLED_DOMAINS = {
-    "www.sciencedirect.com",
-    "www.tandfonline.com",
-    "link.springer.com",
-    "onlinelibrary.wiley.com",
-    "academic.oup.com",
-    "www.cambridge.org",
-    "journals.sagepub.com",
-}
+# A real browser string. The point is not to deceive anyone: these are public
+# documents and one request each. It is that the previous string was the kind a
+# WAF drops by default, so the report described the checker rather than the web.
+UA = ("Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 "
+      "(KHTML, like Gecko) Chrome/140.0.0.0 Safari/537.36")
 
-# Domains that sometimes paywall
-MIXED_ACCESS_DOMAINS = {
-    "www.thelancet.com",
-    "www.nature.com",
-    "www.science.org",
-    "www.bmj.com",
-    "www.annualreviews.org",
+HEADERS = {
+    "User-Agent": UA,
+    "Accept": "text/html,application/xhtml+xml,application/xml;q=0.9,application/pdf;q=0.9,*/*;q=0.8",
+    "Accept-Language": "en-GB,en;q=0.9",
 }
 
+BLOCKED_CODES = {401, 403, 406, 429}
+BROKEN_CODES = {404, 410}
 
-def check_url(url, timeout=15):
-    """Check a URL and return status info."""
-    result = {
-        "url": url,
-        "status": None,
-        "error": None,
-        "redirected_to": None,
-        "likely_paywalled": False,
-        "accessible": False,
-    }
+# Publishers that put an open-access article behind an interstitial. The link is
+# not broken and the reader is not necessarily stopped, but it is honest to say
+# the library cannot confirm the full text from here.
+PAYWALL_HOSTS = {
+    "www.sciencedirect.com", "www.tandfonline.com", "link.springer.com",
+    "onlinelibrary.wiley.com", "academic.oup.com", "www.cambridge.org",
+    "journals.sagepub.com", "www.jstor.org",
+}
 
-    try:
-        domain = urlparse(url).netloc.lower()
-        if domain in PAYWALLED_DOMAINS:
-            result["likely_paywalled"] = True
-    except Exception:
-        pass
 
+def _open(url, method, timeout):
     ctx = ssl.create_default_context()
-    ctx.check_hostname = False
-    ctx.verify_mode = ssl.CERT_NONE
-
-    headers = {
-        "User-Agent": "Mozilla/5.0 (compatible; DevDiscourses-URLChecker/1.0)",
-        "Accept": "text/html,application/xhtml+xml,application/xml;q=0.9,*/*;q=0.8",
-    }
-
-    try:
-        req = urllib.request.Request(url, method="HEAD", headers=headers)
-        resp = urllib.request.urlopen(req, timeout=timeout, context=ctx)
-        result["status"] = resp.getcode()
-        result["accessible"] = result["status"] in (200, 301, 302, 303, 307, 308)
-        if resp.geturl() != url:
-            result["redirected_to"] = resp.geturl()
-    except urllib.error.HTTPError as e:
-        result["status"] = e.code
-        # Some servers reject HEAD, try GET
-        if e.code in (403, 405, 406):
-            try:
-                req2 = urllib.request.Request(url, method="GET", headers=headers)
-                resp2 = urllib.request.urlopen(req2, timeout=timeout, context=ctx)
-                result["status"] = resp2.getcode()
-                result["accessible"] = True
-                resp2.close()
-            except urllib.error.HTTPError as e2:
-                result["status"] = e2.code
-                result["accessible"] = False
-            except Exception as e2:
-                result["error"] = str(e2)
-                result["accessible"] = False
-        else:
-            result["accessible"] = False
-    except urllib.error.URLError as e:
-        result["error"] = str(e.reason)
-        result["accessible"] = False
-    except Exception as e:
-        result["error"] = str(e)
-        result["accessible"] = False
-
+    req = urllib.request.Request(url, method=method, headers=HEADERS)
+    return urllib.request.urlopen(req, timeout=timeout, context=ctx)
+
+
+def check_url(url, timeout=25):
+    """Return {status, state, final_url, error} for one URL.
+
+    HEAD first because it is cheap, then GET on anything that is not a clean
+    2xx: a surprising number of these hosts answer 403 or 405 to HEAD and 200
+    to GET, and the old script only retried GET on 403/405/406, so a host that
+    answered 400 or 501 to HEAD was recorded as broken without a second look.
+    """
+    result = {"url": url, "status": None, "state": None, "final_url": None, "error": None}
+    host = (urlparse(url).netloc or "").lower()
+
+    for method in ("HEAD", "GET"):
+        try:
+            resp = _open(url, method, timeout)
+            result["status"] = resp.getcode()
+            if resp.geturl() != url:
+                result["final_url"] = resp.geturl()
+            resp.close()
+            result["state"] = "ok"
+            result["error"] = None
+            break
+        except urllib.error.HTTPError as e:
+            result["status"] = e.code
+            result["error"] = None
+            if e.code in BROKEN_CODES:
+                result["state"] = "broken"
+            elif e.code in BLOCKED_CODES:
+                result["state"] = "blocked"
+            else:
+                result["state"] = "unknown"
+            if method == "GET":
+                break
+        except urllib.error.URLError as e:
+            reason = str(e.reason)
+            result["error"] = reason
+            low = reason.lower()
+            if ("name or service not known" in low or "nodename nor servname" in low
+                    or "getaddrinfo" in low or "certificate" in low
+                    or "connection refused" in low):
+                result["state"] = "broken"
+            else:
+                result["state"] = "unknown"
+            if method == "GET":
+                break
+        except Exception as e:  # noqa: BLE001 - any transport failure is 'unknown'
+            result["error"] = str(e)
+            result["state"] = "unknown"
+            if method == "GET":
+                break
+
+    if result["state"] == "ok" and host in PAYWALL_HOSTS:
+        result["state"] = "paywalled"
     return result
 
 
-def load_all_resources():
-    """Load all resources from topic files."""
-    import glob as g
-    resources = []
-    pattern = os.path.join(TOPICS_DIR, "*.json")
-    for filepath in sorted(g.glob(pattern)):
-        with open(filepath, "r", encoding="utf-8") as f:
-            data = json.load(f)
-        for entry in data:
-            entry["_source_file"] = os.path.basename(filepath)
-        resources.extend(data)
-    return resources
+def load_topic_files():
+    out = []
+    for path in sorted(glob.glob(os.path.join(TOPICS_DIR, "*.json"))):
+        with open(path, encoding="utf-8") as f:
+            out.append((path, json.load(f)))
+    return out
 
 
 def main():
-    args = set(sys.argv[1:])
-    remove_broken = "--remove-broken" in args
-    remove_paywalled = "--remove-paywalled" in args
-
-    resources = load_all_resources()
-    total = len(resources)
-    print(f"Checking {total} URLs...")
-
-    results = []
-    broken = []
-    paywalled = []
-    accessible = []
-
-    # Use thread pool for concurrent checking
-    url_map = {}
-    for r in resources:
-        url_map[r["url"]] = r
-
-    unique_urls = list(set(r["url"] for r in resources))
-    print(f"  ({len(unique_urls)} unique URLs)")
-
-    checked = 0
-    with ThreadPoolExecutor(max_workers=20) as executor:
-        future_to_url = {executor.submit(check_url, url): url for url in unique_urls}
-        for future in as_completed(future_to_url):
-            url = future_to_url[future]
-            checked += 1
+    ap = argparse.ArgumentParser(description=__doc__,
+                                 formatter_class=argparse.RawDescriptionHelpFormatter)
+    ap.add_argument("--recheck", action="store_true",
+                    help="only re-check URLs the last report did not call ok")
+    ap.add_argument("--limit", type=int, default=0, help="check only the first N unique URLs")
+    ap.add_argument("--no-write", action="store_true", help="do not touch the topic files")
+    ap.add_argument("--remove-broken", action="store_true",
+                    help="delete entries whose link is 404/410/DNS-dead. Never touches blocked.")
+    ap.add_argument("--fail-on-new-broken", action="store_true",
+                    help="exit 1 if a URL is broken that the committed report did not "
+                         "already record as broken. This is the scheduled-run gate: "
+                         "link rot needs no commit to happen, so it has to be caught "
+                         "on a clock rather than on a pull request.")
+    ap.add_argument("--workers", type=int, default=12)
+    ap.add_argument("--timeout", type=int, default=25)
+    args = ap.parse_args()
+
+    files = load_topic_files()
+    entries = [e for _, data in files for e in data]
+    urls = sorted({e["url"] for e in entries})
+
+    previous = {}
+    if os.path.exists(REPORT_FILE):
+        try:
+            with open(REPORT_FILE, encoding="utf-8") as f:
+                old = json.load(f)
+            # Only carry forward details written by this version. The
+            # pre-2026-09 report recorded an `accessible` boolean with no way
+            # to tell a 403 from a 404, which is the classification this
+            # rewrite exists to replace; reusing it would launder the old
+            # verdict into the new report under a state name it never had.
+            for d in old.get("details", []):
+                if d.get("url") and d.get("state"):
+                    previous[d["url"]] = d
+        except (OSError, ValueError):
+            previous = {}
+
+    todo = urls
+    if args.recheck and previous:
+        todo = [u for u in urls if previous.get(u, {}).get("state") != "ok"]
+        print(f"--recheck: {len(todo)} of {len(urls)} were not ok last time.")
+    if args.limit:
+        todo = todo[: args.limit]
+
+    print(f"{len(entries)} entries, {len(urls)} unique URLs, checking {len(todo)}.")
+
+    results = {}
+    done = 0
+    with ThreadPoolExecutor(max_workers=args.workers) as pool:
+        futures = {pool.submit(check_url, u, args.timeout): u for u in todo}
+        for fut in as_completed(futures):
+            url = futures[fut]
+            done += 1
             try:
-                result = future.result()
-                results.append(result)
-
-                status_str = str(result["status"]) if result["status"] else "ERR"
-                indicator = "OK" if result["accessible"] else "FAIL"
-                if result["likely_paywalled"]:
-                    indicator = "PAYWALL"
-
-                if checked % 25 == 0 or not result["accessible"]:
-                    print(f"  [{checked}/{len(unique_urls)}] {status_str} {indicator} {url[:80]}")
-
-                if not result["accessible"]:
-                    broken.append(result)
-                if result["likely_paywalled"]:
-                    paywalled.append(result)
-                if result["accessible"] and not result["likely_paywalled"]:
-                    accessible.append(result)
-
-            except Exception as e:
-                results.append({"url": url, "error": str(e), "accessible": False})
-                broken.append({"url": url, "error": str(e)})
-
-    # Summary
-    print(f"\n{'='*60}")
-    print(f"  URL Verification Report")
-    print(f"{'='*60}")
-    print(f"  Total URLs checked: {len(unique_urls)}")
-    print(f"  Accessible:         {len(accessible)}")
-    print(f"  Broken/Timeout:     {len(broken)}")
-    print(f"  Likely paywalled:   {len(paywalled)}")
-    print(f"{'='*60}")
-
+                r = fut.result()
+            except Exception as e:  # noqa: BLE001
+                r = {"url": url, "status": None, "state": "unknown", "error": str(e)}
+            results[url] = r
+            if r["state"] in ("broken", "unknown") or done % 50 == 0:
+                print(f"  [{done}/{len(todo)}] {str(r['status'] or 'ERR'):>4} "
+                      f"{r['state']:<9} {url[:88]}")
+
+    # A single `unknown` is usually the far end having a moment. Give each one
+    # one more try, serially and slowly, before it goes in the report as such.
+    retry = [u for u, r in results.items() if r["state"] == "unknown"]
+    if retry:
+        print(f"\nRetrying {len(retry)} unknown result(s) once, serially.")
+        for u in retry:
+            time.sleep(0.4 + random.random() * 0.4)
+            r = check_url(u, args.timeout + 10)
+            results[u] = r
+            print(f"  {str(r['status'] or 'ERR'):>4} {r['state']:<9} {u[:88]}")
+
+    # Carry forward anything --recheck or --limit skipped, so the report always
+    # describes the whole library rather than the subset this run looked at.
+    details = []
+    for u in urls:
+        if u in results:
+            details.append(results[u])
+        elif u in previous and previous[u].get("state"):
+            d = dict(previous[u])
+            d["stale"] = True
+            details.append(d)
+        else:
+            details.append({"url": u, "status": None, "state": "unchecked", "error": None})
+
+    counts = {}
+    for d in details:
+        counts[d["state"]] = counts.get(d["state"], 0) + 1
+
+    print("\n" + "=" * 62)
+    print("  Link check")
+    print("=" * 62)
+    print(f"  unique URLs        {len(urls)}")
+    for state in ("ok", "paywalled", "blocked", "unknown", "broken", "unchecked"):
+        if counts.get(state):
+            print(f"  {state:<18} {counts[state]}")
+    print("=" * 62)
+
+    broken = [d for d in details if d["state"] == "broken"]
+    blocked = [d for d in details if d["state"] == "blocked"]
+    if blocked:
+        print(f"\n{len(blocked)} URL(s) refused a robot (403 and friends). These are NOT")
+        print("broken; every one of them opens in a browser. They are never removed.")
     if broken:
-        print(f"\nBroken URLs ({len(broken)}):")
-        for r in broken:
-            print(f"  [{r.get('status', 'ERR')}] {r['url'][:100]}")
-            if r.get("error"):
-                print(f"       Error: {r['error'][:80]}")
-
-    if paywalled:
-        print(f"\nPaywalled URLs ({len(paywalled)}):")
-        for r in paywalled:
-            print(f"  {r['url'][:100]}")
-
-    # Write report
+        print(f"\nGone ({len(broken)}):")
+        for d in broken:
+            print(f"  [{d.get('status') or 'ERR'}] {d['url'][:100]}")
+
     report = {
         "checked_at": time.strftime("%Y-%m-%dT%H:%M:%SZ"),
-        "total": len(unique_urls),
-        "accessible": len(accessible),
-        "broken": len(broken),
-        "paywalled": len(paywalled),
-        "broken_urls": [r["url"] for r in broken],
-        "paywalled_urls": [r["url"] for r in paywalled],
-        "details": results,
+        "unique_urls": len(urls),
+        "entries": len(entries),
+        "counts": counts,
+        "broken_urls": [d["url"] for d in broken],
+        "blocked_urls": [d["url"] for d in blocked],
+        "details": sorted(details, key=lambda d: d["url"]),
     }
     with open(REPORT_FILE, "w", encoding="utf-8") as f:
         json.dump(report, f, indent=2, ensure_ascii=False)
-    print(f"\nDetailed report written to {REPORT_FILE}")
-
-    # Optionally remove entries
-    if remove_broken or remove_paywalled:
-        urls_to_remove = set()
-        if remove_broken:
-            urls_to_remove.update(r["url"] for r in broken)
-        if remove_paywalled:
-            urls_to_remove.update(r["url"] for r in paywalled)
-
-        if urls_to_remove:
-            print(f"\nRemoving {len(urls_to_remove)} entries from topic files...")
-            import glob as g
-            pattern = os.path.join(TOPICS_DIR, "*.json")
-            total_removed = 0
-            for filepath in sorted(g.glob(pattern)):
-                with open(filepath, "r", encoding="utf-8") as f:
-                    data = json.load(f)
-                before = len(data)
-                data = [r for r in data if r.get("url") not in urls_to_remove]
-                removed = before - len(data)
-                if removed > 0:
-                    with open(filepath, "w", encoding="utf-8") as f:
-                        json.dump(data, f, indent=2, ensure_ascii=False)
-                    print(f"  {os.path.basename(filepath)}: removed {removed}")
-                    total_removed += removed
-            print(f"Total removed: {total_removed}")
-            print("Run `python3 build.py` to rebuild resources.json")
+        f.write("\n")
+    print(f"\nReport written to {os.path.basename(REPORT_FILE)}")
+
+    # Write the state back onto each entry so the site can say something
+    # honest about a link before a reader clicks it. The previous pipeline had
+    # a `verified` boolean that enrich_data.py reset to False on every build,
+    # so resource.html's "Verified" badge was unreachable code.
+    if not args.no_write:
+        by_url = {d["url"]: d for d in details}
+        touched = 0
+        for path, data in files:
+            changed = False
+            for e in data:
+                d = by_url.get(e["url"])
+                if not d or d.get("state") == "unchecked":
+                    continue
+                if e.get("link_status") != d["state"]:
+                    e["link_status"] = d["state"]
+                    changed = True
+                stamp = report["checked_at"][:10] if not d.get("stale") else e.get("link_checked")
+                if stamp and e.get("link_checked") != stamp:
+                    e["link_checked"] = stamp
+                    changed = True
+            if changed:
+                with open(path, "w", encoding="utf-8") as f:
+                    json.dump(data, f, indent=2, ensure_ascii=False)
+                    f.write("\n")
+                touched += 1
+        print(f"link_status written into {touched} topic file(s). "
+              f"Run `make build` to regenerate.")
+
+    if args.remove_broken:
+        gone = {d["url"] for d in broken}
+        if not gone:
+            print("\nNothing to remove.")
+        else:
+            print(f"\nRemoving {len(gone)} entry group(s) whose link is gone.")
+            removed = 0
+            for path, data in files:
+                keep = [e for e in data if e["url"] not in gone]
+                if len(keep) != len(data):
+                    for e in data:
+                        if e["url"] in gone:
+                            print(f"  - {e['title'][:70]}")
+                    with open(path, "w", encoding="utf-8") as f:
+                        json.dump(keep, f, indent=2, ensure_ascii=False)
+                        f.write("\n")
+                    removed += len(data) - len(keep)
+            print(f"Removed {removed}. Run `make build`.")
+
+    if args.fail_on_new_broken:
+        was_broken = {u for u, d in previous.items() if d.get("state") == "broken"}
+        now_broken = {d["url"] for d in broken}
+        fresh = sorted(now_broken - was_broken)
+        healed = sorted(was_broken - now_broken)
+        if healed:
+            print(f"\n{len(healed)} link(s) that were broken now answer. Re-commit the "
+                  f"report so the baseline moves with them:")
+            for u in healed:
+                print(f"  + {u[:100]}")
+        if fresh:
+            print(f"\n{len(fresh)} link(s) broke since the committed report:")
+            for u in fresh:
+                print(f"  - {u[:100]}")
+            print("\nFAIL: new link rot. Find the document's current home and update the "
+                  "topic file, or leave it and let the resource page say so.", file=sys.stderr)
+            return 1
+        print("\nOK: no link broke since the committed report.")
+
+    return 0
 
 
 if __name__ == "__main__":
-    main()
+    sys.exit(main())

From bc3327f6009a22a8972757b3b17eb619744a00a3 Mon Sep 17 00:00:00 2001
From: Claude <noreply@anthropic.com>
Date: Wed, 23 Sep 2026 05:50:55 +0000
Subject: [PATCH 2/4] Keep the carry-forward marker out of the committed link
 report

Two small things the first CI dry-run exposed.

`--recheck` carries forward the last run's verdict for any URL it did not
re-check, and it was writing a `"stale": true` key into each of those records.
That is a working flag, not data: its only job is to decide whether
link_checked gets refreshed. Committed, it added churn to every --recheck diff
and told a reader nothing. It is `_stale` now and underscore keys are stripped
before the report is serialised.

`--no-write` meant "leave the topic files alone" but still rewrote the report,
so the scheduled gate modified a committed file on every run. The flag now
means what it says: nothing on disk is touched. That is what link-check.yml
passes, since a gate has no business rewriting the baseline it is checking
against.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01MrvR2NXsJFVRCeJZFCPuNL
---
 verify_urls.py | 27 +++++++++++++++++++--------
 1 file changed, 19 insertions(+), 8 deletions(-)

diff --git a/verify_urls.py b/verify_urls.py
index 83f5a76..40d75e1 100644
--- a/verify_urls.py
+++ b/verify_urls.py
@@ -153,7 +153,10 @@ def main():
     ap.add_argument("--recheck", action="store_true",
                     help="only re-check URLs the last report did not call ok")
     ap.add_argument("--limit", type=int, default=0, help="check only the first N unique URLs")
-    ap.add_argument("--no-write", action="store_true", help="do not touch the topic files")
+    ap.add_argument("--no-write", action="store_true",
+                    help="touch nothing on disk: no report, no topic files. What the "
+                         "scheduled gate runs, since it has no business rewriting a "
+                         "committed file.")
     ap.add_argument("--remove-broken", action="store_true",
                     help="delete entries whose link is 404/410/DNS-dead. Never touches blocked.")
     ap.add_argument("--fail-on-new-broken", action="store_true",
@@ -228,8 +231,12 @@ def main():
         if u in results:
             details.append(results[u])
         elif u in previous and previous[u].get("state"):
+            # Carried forward from the last run rather than checked now. The
+            # marker stays in memory: it decides whether link_checked is
+            # refreshed below, and writing it into the report would add churn
+            # to every --recheck diff for no reader's benefit.
             d = dict(previous[u])
-            d["stale"] = True
+            d["_stale"] = True
             details.append(d)
         else:
             details.append({"url": u, "status": None, "state": "unchecked", "error": None})
@@ -264,12 +271,16 @@ def main():
         "counts": counts,
         "broken_urls": [d["url"] for d in broken],
         "blocked_urls": [d["url"] for d in blocked],
-        "details": sorted(details, key=lambda d: d["url"]),
+        "details": [{k: v for k, v in d.items() if not k.startswith("_")}
+                    for d in sorted(details, key=lambda d: d["url"])],
     }
-    with open(REPORT_FILE, "w", encoding="utf-8") as f:
-        json.dump(report, f, indent=2, ensure_ascii=False)
-        f.write("\n")
-    print(f"\nReport written to {os.path.basename(REPORT_FILE)}")
+    if args.no_write:
+        print(f"\n--no-write: {os.path.basename(REPORT_FILE)} left as it is.")
+    else:
+        with open(REPORT_FILE, "w", encoding="utf-8") as f:
+            json.dump(report, f, indent=2, ensure_ascii=False)
+            f.write("\n")
+        print(f"\nReport written to {os.path.basename(REPORT_FILE)}")
 
     # Write the state back onto each entry so the site can say something
     # honest about a link before a reader clicks it. The previous pipeline had
@@ -287,7 +298,7 @@ def main():
                 if e.get("link_status") != d["state"]:
                     e["link_status"] = d["state"]
                     changed = True
-                stamp = report["checked_at"][:10] if not d.get("stale") else e.get("link_checked")
+                stamp = report["checked_at"][:10] if not d.get("_stale") else e.get("link_checked")
                 if stamp and e.get("link_checked") != stamp:
                     e["link_checked"] = stamp
                     changed = True

From 327672d8d573d81570aa93f79d6cdef953b5bbab Mon Sep 17 00:00:00 2001
From: Claude <noreply@anthropic.com>
Date: Wed, 23 Sep 2026 07:46:49 +0000
Subject: [PATCH 3/4] The reading-font button was the dimmest control on the
 page

The shared dyslexia-font.js sets `opacity: var(--dys-idle-opacity, .72)` on
#dys-font-btn, compositing whatever ink the surrounding bar uses down by 28%.
Measured on pinpointventures, where that ink is #4b5563 at 6.41:1, the idle
button came out #7d858f: 3.73:1, under AA.

The comment above that rule argues, correctly, that leaving the site's own ink
alone is the one version that cannot go wrong, because it is the ink the site
already chose for that bar. Then it takes 28% off it. A control that exists so
people who find text hard to read can read it should not be the hardest thing
on the page to read.

The default is 1 now. The idle/on distinction already rode on the border and
the accent wash, with OpenDyslexic in the label and aria-pressed for anyone who
cannot see either.

The file is copied into 18 repositories. Seventeen were byte-identical and one,
JanVayu's, was ahead: a 44px minimum touch target (WCAG 2.5.5) and a placement
option the rest never got. Both are merged and all 18 now hold the same file.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01MrvR2NXsJFVRCeJZFCPuNL
---
 js/dyslexia-font.js | 37 ++++++++++++++++++++++++++++++++-----
 1 file changed, 32 insertions(+), 5 deletions(-)

diff --git a/js/dyslexia-font.js b/js/dyslexia-font.js
index b312619..7cb8a8a 100644
--- a/js/dyslexia-font.js
+++ b/js/dyslexia-font.js
@@ -36,6 +36,7 @@
  *     --dys-idle-border   default currentColor
  *     --dys-idle-opacity  default .72
  *     --dys-font          label typeface (default system-ui)
+ *     --dys-min-size      minimum touch target (default 44px)
  *     --dys-surface/--dys-fg   ground and ink for the fixed corner variant
  */
 (function () {
@@ -119,14 +120,28 @@
       // fighting this rule on specificity. Point --dys-accent at the site's own
       // accent token and dark mode follows for free, because a var() is resolved
       // where it is used, not where it is declared.
+      // 44px, not 32. This button is a reading aid, so the people most likely
+      // to reach for it are the ones a small target costs most; WCAG 2.2's
+      // Target Size (Minimum), 2.5.8, puts the floor at 24px and the older
+      // 2.5.5 at 44. It was 36x32 on every site using this script. Override
+      // with --dys-min-size if a host genuinely needs it smaller.
       + '#dys-font-btn{display:inline-flex;align-items:center;justify-content:center;gap:6px;'
-      + 'min-width:36px;height:32px;padding:0 10px;cursor:pointer;'
+      + 'min-width:var(--dys-min-size,44px);min-height:var(--dys-min-size,44px);padding:0 12px;cursor:pointer;'
       + 'border-radius:var(--dys-radius,8px);'
       + 'border:var(--dys-border-width,1px) solid var(--dys-idle-border,currentColor);'
       + 'background:transparent;color:inherit;'
       + 'font:700 13px/1 var(--dys-font,system-ui,sans-serif);'
-      + 'letter-spacing:.02em;opacity:var(--dys-idle-opacity,.72)}'
-      + '#dys-font-btn:hover,#dys-font-btn:focus-visible{opacity:1}'
+      // Idle opacity defaults to 1, not .72. The paragraph below argues that
+      // leaving the ink alone is the one version that cannot go wrong, because
+      // it is the ink the site already chose for that bar -- and then took 28%
+      // off it, which undoes exactly that guarantee. Measured on
+      // pinpointventures, --color-text #4b5563 is 6.41:1 on the header and the
+      // composite at .72 is #7d858f, 3.73:1. A control that exists so people who
+      // find text hard to read can read it should not be the dimmest thing on
+      // the page. The idle/on distinction rides on the border and the wash, which
+      // it already did. --dys-idle-opacity is still there for a site whose bar
+      // has the headroom to spend.
+      + 'letter-spacing:.02em;opacity:var(--dys-idle-opacity,1)}'
       // "On" is the site's accent as outline and a wash of itself, with the
       // label left at whatever ink the bar around it already uses. Two earlier
       // shapes were worse. A filled button needs an ink that clears 4.5:1
@@ -172,6 +187,18 @@
     return el;
   }
 
+  // Where in the slot the button lands. Default is the end of the row, which is
+  // where it has always gone. A site that wants it somewhere else names an
+  // element to sit in front of: data-dyslexia-before="#docsLink" on the slot.
+  // Opt-in on purpose -- this file is shared across nine pages and a change to
+  // the default would move the button on all of them.
+  function place(h, b) {
+    var sel = h.getAttribute && h.getAttribute('data-dyslexia-before');
+    var ref = sel ? h.querySelector(sel) : null;
+    if (ref && ref.parentElement === h) h.insertBefore(b, ref);
+    else h.appendChild(b);
+  }
+
   function init() {
     if (document.getElementById('dys-font-btn')) return;
     var st = document.createElement('style');
@@ -201,7 +228,7 @@
     sync();
 
     var h = host();
-    if (h) { h.appendChild(b); return; }
+    if (h) { place(h, b); return; }
 
     // No home yet. Two of these sites build their masthead from JavaScript after
     // this runs, so a slot that does not exist at DOMContentLoaded may exist a
@@ -215,7 +242,7 @@
       var late = host();
       if (!late || late.contains(b)) return;
       b.className = '';
-      late.appendChild(b);
+      place(late, b);
       mo.disconnect();
     });
     mo.observe(document.body, { childList: true, subtree: true });

From 7d1712a032c1ded40d080112c461b156f62aa956 Mon Sep 17 00:00:00 2001
From: Claude <noreply@anthropic.com>
Date: Wed, 23 Sep 2026 13:31:11 +0000
Subject: [PATCH 4/4] Three #8a8a8a literals in JavaScript survived the token
 pass
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

`make contrast` reads the two stylesheets, so a colour written at runtime is
outside it. #8a8a8a — the exact value this repository replaced at 3.28:1 on
the page background — was still being emitted by three lines of JavaScript:
the "no resource specified" message and the Unknown access badge in
js/resource.js, and the "no strong connections found" text drawn into the SVG
in js/litmap.js.

Swept both pages with axe in each colour scheme at 390x844: 1 node before, 0
after. 31 tests and the contrast check pass.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01MrvR2NXsJFVRCeJZFCPuNL
---
 CLAUDE.md      | 6 ++++++
 js/litmap.js   | 2 +-
 js/resource.js | 4 ++--
 3 files changed, 9 insertions(+), 3 deletions(-)

diff --git a/CLAUDE.md b/CLAUDE.md
index 133404c..bff509e 100644
--- a/CLAUDE.md
+++ b/CLAUDE.md
@@ -108,6 +108,12 @@ Two things it caught and two it could not.
   mode an Open Access badge painted `#059669` on `#ecfdf5`, a pale mint chip on
   a near-black card, at about 1.7:1. The fills are `--badge-*-bg` tokens now,
   which is what makes them checkable at all.
+- **Three `#8a8a8a` literals in JavaScript survived the token pass**, because
+  `make contrast` reads CSS. Two in `js/resource.js` (the "no resource
+  specified" line and the Unknown access badge) and one in `js/litmap.js` (the
+  "no strong connections" message drawn into the SVG). That is the same colour
+  the CSS pass replaced at 3.28:1, still being written at runtime. Grep the
+  JavaScript too when you move a colour.
 - **What it could not see**: `color: white` on `background: var(--color-accent)`
   in seven rules. The accent is a *fill* there, not a surface, and `white` is a
   literal. Light theme 7.51:1, dark theme **2.22:1**, because the kit re-aliases
diff --git a/js/litmap.js b/js/litmap.js
index 68f9d1f..5ee1dd9 100644
--- a/js/litmap.js
+++ b/js/litmap.js
@@ -75,7 +75,7 @@
             .slice(0, 20);
 
         if (connections.length === 0) {
-            svgEl.innerHTML = `<text x="${W/2}" y="${H/2}" text-anchor="middle" fill="#8a8a8a" font-size="14" font-family="Inter, sans-serif">No strong connections found in the library.</text>`;
+            svgEl.innerHTML = `<text x="${W/2}" y="${H/2}" text-anchor="middle" fill="#6b6b6b" font-size="14" font-family="Inter, sans-serif">No strong connections found in the library.</text>`;
             return;
         }
 
diff --git a/js/resource.js b/js/resource.js
index 5b17826..d840012 100644
--- a/js/resource.js
+++ b/js/resource.js
@@ -269,7 +269,7 @@
             case 'check_access':
                 return { label: 'Check Access', color: '#d97706' };
             default:
-                return { label: 'Unknown', color: '#8a8a8a' };
+                return { label: 'Unknown', color: '#6b6b6b' };
         }
     }
 
@@ -516,7 +516,7 @@
     function showError(msg) {
         document.querySelector('.detail-section').innerHTML =
             '<div class="container" style="padding:64px 24px;text-align:center;">' +
-            '<p style="color:#8a8a8a;margin-bottom:16px;">' + escapeHtml(msg) + '</p>' +
+            '<p style="color:var(--color-text-muted);margin-bottom:16px;">' + escapeHtml(msg) + '</p>' +
             '<a href="index.html" class="action-btn action-primary" style="display:inline-flex;">&larr; Back to Library</a>' +
             '</div>';
     }