Finalize the 530-task contract and verify the original 64 case changes

README.md

@@ -84,17 +84,32 @@ Use it to compare live-site fetching, diagnose incomplete extraction, or test a
 
 This snapshot is **v2.1.0: 550 tasks**. See [version history and comparison rules](VERSIONING.md) for the 550-task and 430-task editions, version increments and immutable revision selection. The active population is recorded in `manifest.json` under `edition`; retained historical definitions do not increase that population.
 
-## Proposed diagnostic revision
-
-This PR adds one cumulative task-scope revision, `primary-content-20261103`,
-with 64 newly changed cases and earlier corrections included. The associated JSON
-rationale and provenance explain the same revision, not alternative versions.
-Existing releases and the default catalog remain unchanged. Because the review
-selected cases after observing failures, the revision is diagnostic only and
-cannot authorize a primary ranking. Its changed scope requires a separate major
-edition before any certified release. See the [scope, evidence limits and merge
-order](definitions/annotation-revisions/primary-content-20261103.md) and
-[review decisions](definitions/annotation-revisions/primary-content-20261103-review.md).
+## Proposed 530-task revision
+
+This PR prepares one cumulative task-scope revision, `primary-content-20261103`,
+for a 530-task population. It changes only the original 64 PR cases; all other
+case rules and previously released versions remain unchanged. Rationale and
+provenance files explain this same rule set, not alternative versions.
+
+The revision is intended for **formal evaluations under a separate major task
+contract**, using the fixed 530-task selection and fresh matched runs after adoption.
+It does not certify the old report or establish that all similar requirements in
+the catalog have been corrected. All 64 cases have source-context review records;
+those records disclose partial observations and unavailable historical captures.
+Freeze the rules and inputs before collecting outputs. Saved-answer rescoring is
+reported separately as sensitivity analysis. See the [scope and adoption requirements](definitions/annotation-revisions/primary-content-20261103.md).
+
+### Proposed 530-task selection
+
+The proposed revision uses the explicit [530-task selection](definitions/populations/primary-content-20261103.json): 130 webfetch tasks and 100 each from dynamic-content, popular-sites, access-restrictions and articles. The excluded 20 webfetch entries remain in the historical frozen files. Matching dynamic-content entries remain selected under their own suite identity.
+
+After exporting a suite with the compatible exporter and `--revision primary-content-20261103`, generate its runner selection from this dataset checkout:
+
+```sh
+uv run --frozen python tools/task_population.py --suite webfetch
+```
+
+Pass the resulting comma-separated IDs to the runner's `--case-ids` option. Repeat for the other four suite names. The helper verifies the frozen task hashes, exact suite counts, duplicate identities and the complete selected/excluded partition before emitting IDs; an invalid suite produces no selection. A plain `webfetch` export still contains the historical 150 tasks, so running it without this explicit selection does not evaluate the proposed 530-task population. This helper selects tasks; it does not apply rules or certify a run.
 
 ## Benchmark categories
 

definitions/annotation-revisions/primary-content-20261103-review.md

@@ -1,45 +1,38 @@
 # Review decisions
 
-These decisions apply only to the proposed `primary-content-20261103` revision.
-Previously merged task definitions, revisions and release tags remain unchanged.
+Scope: only the original 64 PR cases. Previously merged versions and all other
+case rules remain unchanged. This document records the current disposition;
+it does not claim that release preparation is complete.
 
-1. **Outcome-selected scope: accepted.** Reproduced the 244/459 upper bound and
-   checked the Xueqiu `article-103`/`article-009` and Quanta
-   `article-091`/`article-064` mismatches. A string match does not prove a wrong
-   requirement for every page type. Expanding removals mechanically would repeat
-   the same evidence problem. The proposed revision is explicitly diagnostic only
-   and cannot authorize a primary ranking. Per-method saved-answer impacts are
-   reported in the PR description as diagnostics, outside the task archive.
-2. **Major-version compatibility: accepted.** The existing version policy treats
-   changed requests or output scope as major and separate. The revision records
-   that boundary without creating or relabelling a release. The suggested shortcut
-   of leaving prompts untouched is not adopted: prompt spelling and adapter use
-   alone cannot establish unchanged task scope. Diagnostic rescoring must not be
-   presented as an unchanged-task method comparison.
-3. **Prompt history: accepted.** All 64 prompts now describe their final scope
-   directly; they no longer contain “本次范围修订” or “以该案例原有要求为准”.
-   The rationale retains the before/after explanation and exact removed anchors.
-4. **Dropped edition: accepted.** Restored the base branch's `edition` object
-   unchanged. A dataset-local rebuild wrapper preserves it and rejects missing
-   metadata, changed populations, modified files and tampered archives. It is the
-   documented rebuild path for this PR; Browser Eval's generic builder is not
-   modified by this dataset-only fix.
-5. **Unresolvable source revision: accepted.** The final publication points to an
-   uploaded source commit, not the prior local-only `5f0764dc` checkout commit.
-   Definition bytes at that commit are checked against the current publication.
-6. **Evidence reproducibility and export claims: accepted with explicit limits.**
-   Added per-case source kinds, recorded capture/check dates and method metadata.
-   No capture reviewer was recorded, and many sources contain no capture clock;
-   those fields remain null rather than inventing provenance. Distinguished frozen
-   task records from qualification captures and corrected the optional
-   `--review-source` behavior. This publication still cannot independently replay
-   external captures; it is not a certification of the 64 removals.
-7. **Merge order and non-article controls: accepted.** Documented supporting code,
-   dataset merge, then a separate merged-commit pin. Added nine non-article
-   synthetic controls and bound each revised non-article case to the relevant
-   accepted and rejected scenarios. Their inputs are synthetic, not provider
-   captures. Existing control rows and old revision review records are untouched.
-
-All seven findings identify a real limitation or defect. Accepting them does not
-imply that all 244 string matches should be removed, that unchanged prompt text
-proves a minor correction, or that failure by all methods proves a task is wrong.
+1. **Outcome-selected scope.** The review's same-site inconsistency finding is
+   valid. The author explicitly declined expansion beyond the original 64 cases.
+   The proposal is therefore a bounded new task contract, not a dataset-wide
+   acceptance correction. Its construction history remains disclosed. Formal
+   adoption requires freezing the new 530-task contract before fresh comparative
+   runs; historical rescoring cannot certify a new ranking. Broader consistency
+   has not been established by this work.
+2. **Compatibility.** Preserve the existing major/separate-results boundary.
+   Neither unchanged prompt spelling nor an adapter ignoring prompts establishes
+   unchanged task intent. This PR creates no release tag or historical relabelling.
+3. **Prompts.** Remove revision-history prose and references to old requirements.
+   State final scope directly. Preserve same-label text in substantive content.
+   Align CNN's prompt with the existing same-page recommendation and record scope.
+4. **Edition metadata.** Preserve the existing edition and viewer bytes. Add an
+   explicit 530-task selection instead of deleting historical task definitions.
+   The rebuild wrapper checks the historical population and publication integrity.
+5. **Source commit.** The final archive must bind to an uploaded HF source commit
+   whose definition bytes match. Publication validation checks file and archive
+   hashes; the final source binding must also resolve on HF.
+6. **Evidence.** Publish per-case source types, known dates, methods and current
+   review records. Keep unknown historical reviewer/date fields null. Distinguish
+   registered label lists from captures and current HTTP responses from browser
+   observations. Record verified body counterexamples and restore their labels.
+   All 64 cases now have explicit source-context records, including unsuccessful
+   or partial observations. Raw captures remain outside Git; historical capture
+   and current visibility limits remain explicit. This is not a claim that all
+   original captures have been independently replayed. Optional review-source verification must
+   not be described as an unconditional export guarantee.
+7. **Controls and adoption order.** Preserve old controls, add non-article and
+   CNN-specific positive/negative controls, and validate the exact 64-case change
+   boundary. Supporting Browser Eval #131 precedes dataset adoption, followed by
+   a separate merged-commit pin. This dataset PR does not merge either repository.

definitions/annotation-revisions/primary-content-20261103.md

@@ -1,76 +1,89 @@
-# Diagnostic primary-content scope revision
-
-This PR proposes one final revision, `primary-content-20261103`. Its JSON contains
-the executable rules; the rationale and provenance JSON files explain that same
-revision. They are not intermediate versions. Apply this cumulative revision once
-to the original frozen inputs, without first applying its predecessor.
-
-The 532 cumulative entries preserve earlier corrections. Exactly 64 cases change
-relative to `review-550-20261023`: 32 articles, 14 access-restriction tasks, six
-dynamic tasks and 12 popular-site tasks. The other 27 inspected cases retain their
-requirements. Existing frozen inputs, task files, previously merged revisions,
-release tags and the default 550-task viewer population remain unchanged. The
-530-task report is a subset; this revision does not delete the 20 examples.
-
-## Diagnostic use and compatibility
-
-The 91 reviewed cases were selected after all 11 saved methods failed. The review
-is incomplete across shared causes: 244 of the 459 unreviewed cases still require
-at least one removed string. That count is an upper bound, not proof that every
-match is wrong. The same-site Xueqiu and Quanta examples demonstrate inconsistent
-coverage. This revision is therefore diagnostic only, not authority for a primary
-ranking. It does not claim an outcome-independent, dataset-wide correction.
-
-The revision narrows required output scope and changes prompts. Under the existing
-`VERSIONING.md`, adopting that task contract in a certified edition requires a
-major release and separate full-population results. Keeping a prompt unchanged
-would not by itself prove unchanged measurement intent; whether an adapter reads
-the prompt does not determine benchmark compatibility. No release number or tag
-is created by this PR. Saved-answer rescoring is a diagnostic sensitivity analysis,
-not a replacement for the original measurement or a certified new browser run.
-
-The final task prompts state their requirements directly. Revision history,
-removed labels and retained rules remain in the rationale rather than referring
-the task reader to a superseded contract. Body, source identity, record and
-already-visible-comment requirements are retained.
-
-## Source evidence and controls
-
-`primary-content-20261103-provenance.json` distinguishes 14 external qualification
-captures from 50 frozen task/reference records. Fourteen capture clocks and 15
-reference-check dates are recorded where the bound source supplies them. A
-reference-check date is not necessarily a capture clock. Unknown capture times
-and capture reviewers are explicitly null; the publication account does not
-identify an otherwise unrecorded human reviewer. The frozen records are not
-represented as fresh independent captures. Generic classifications do not certify
-each removal's correctness. Captures remain external and are not publicly
-replayable from this dataset.
-
-The revision cites accepted and rejected controls for all affected suites. Nine
-new non-article controls cover complete targets without shell text, missing body
-or table content, incomplete named records and shell-only output. Existing control
-rows and earlier revision review records remain unchanged.
-
-## Export and merge order
-
-The required order is: merge the supporting task-scope implementation in Browser
-Eval PR #131, merge this dataset PR, then review a separate data-lock pin to the
-merged full HF commit. Current release commands do not implicitly select this
-unmerged diagnostic revision. Do not pin an unmerged PR ref.
-
-With supporting code and approved frozen inputs installed, inspect and export
-using `--revision primary-content-20261103`. Inspect the diagnostic-use and
-compatibility restrictions before applying it. Export rejects changed original
-inputs. Supply `--review-source` to verify additional review-evidence files;
-without it those optional checks are reported as unavailable. Neither a successful
-export nor matching hashes certify the absent captures or authorize a ranking.
-
-## Rebuild publication metadata
-
-Use `uv run --frozen python tools/rebuild_publication.py --source-revision
-<uploaded-full-HF-commit>` after the source definitions are uploaded. The local
-wrapper preserves the existing `edition` object, checks its population hash and
-rebuilds the archive and file hashes without regenerating default tasks or viewer
-rows. The source commit must resolve on HF and contain the matching definitions;
-`make check` verifies the resulting publication and the wrapper's positive and
-negative controls. Never substitute a local-only checkout commit.
+# Proposed 530-task scope revision
+
+`primary-content-20261103` is the single proposed cumulative rule set. Apply it
+once to the original frozen parents, without stacking its predecessor. Rationale,
+source records and review decisions describe this rule set; they are not alternate
+executable versions. Commit history records edits, not additional deliverables.
+
+The selected population is 530 tasks: webfetch 130, dynamic-content 100,
+popular-sites 100, access-restrictions 100 and articles 100. Use the explicit
+population definition and `tools/task_population.py --suite <suite>` to obtain
+the runner's comma-separated case IDs. The historical webfetch export contains
+150 tasks, so its default selection is not this proposed population.
+
+Exactly the original 64 PR cases change against `review-550-20261023`: 32 articles,
+14 access-restriction tasks, six dynamic tasks and 12 popular-site tasks. The
+cumulative file includes earlier corrections. All other case rules, frozen input
+files, previously merged revisions, published tags and the historical default
+550-task viewer remain unchanged.
+
+## Adoption and comparison
+
+This is a candidate new task contract, not an unchanged-task acceptance correction.
+The original candidates were selected after observing failures; that selection
+does not prove any requirement wrong. The author has limited edits to the original
+64 cases. This PR therefore does not claim to correct every same-cause requirement
+in the catalog or to establish outcome-independent benchmark construction.
+
+Under `VERSIONING.md`, changed output scope and population require a separate
+major edition. The intended use is formal evaluation of this fixed, explicitly
+declared 530-task workload after adoption, publication verification and matching
+reference-input verification. Freeze its rules, inputs, scorer and execution
+policy before collecting new outputs. Every compared method uses the same tasks.
+Report results separately from historical editions. Saved-answer rescoring is
+sensitivity analysis, not a newly executed benchmark.
+
+This does not establish outcome-independent construction or a universal policy
+for other tasks. The original outcome-selected construction remains a limitation
+even with fresh runs. Do not generalize these results beyond the declared workload.
+The 64 source-context records distinguish direct observations, frozen references
+and unresolved historical verification limits. Missing source evidence is never
+a passing score or permission to bypass an input check.
+
+The PR proposes this contract; it does not create a release tag or certify an
+existing ranking. Adoption still follows the project's major-release workflow.
+
+## Content and evidence
+
+The prompts state final requirements without referring to a superseded version.
+An exemption for controls or generic page areas does not allow omitting the same
+words in authored prose, code, records or required comments. Confirmed counterexamples
+restore the CNN card video label and article-body labels that had been grouped
+with controls. Body, resource, record-count and comment contracts remain unchanged.
+
+The provenance file distinguishes original qualification captures, frozen task
+references, registered label lists, current HTTP observations and browser context
+checks. A registered label list is not a full page capture. A successful HTTP
+response is not proof of successful content retrieval. Current observations do
+not fill missing historical capture dates or reviewer identities.
+
+Case-specific reasons, observed source regions, public URLs and available methods
+and dates are recorded. Unrecorded historical fields remain null. Raw third-party
+captures stay outside Git. Public source pointers and private capture hashes have
+different evidentiary roles; neither a hash nor an automated test certifies an
+unavailable capture. The records explicitly identify remaining verification limits.
+
+Accepted and rejected controls cover affected suites. Existing controls are
+preserved; additions cover complete targets without shell text, missing body/table
+content, incomplete records and shell-only answers. CNN-specific controls preserve
+its video label and 28-record requirement. Publication and population checks reject
+duplicate or missing tasks, changed frozen bindings and corrupted archives.
+
+## Tooling and publication
+
+The adoption order remains supporting task-scope code in Browser Eval PR #131,
+this dataset PR, then a separately reviewed data-lock pin to the merged full HF
+commit. Do not pin an unmerged PR ref as a released dataset. No other repository
+is modified by this dataset-only work.
+
+With compatible code and approved matching reference inputs, export using
+`--revision primary-content-20261103`, then apply the explicit suite case-ID
+selection. Export checks original inputs. Optional `--review-source` checks
+additional evidence files; omitting it reports those checks as unavailable.
+Successful export does not certify absent source evidence.
+
+After source files are uploaded, run `uv run --frozen python
+tools/rebuild_publication.py --source-revision <uploaded-full-HF-commit>` and
+`make check`. The builder preserves the historical `edition` metadata and viewer
+files while rebuilding the proposed archive. The source commit must resolve on HF
+and contain matching definitions. Never bind a publication to a local-only commit.

definitions/annotation-revisions/reviews.json

@@ -18529,7 +18529,7 @@
       }
     },
     "primary-content-20261103": {
-      "revision_sha256": "ec7c41a99afa46a85b2f039174fc6db6c8d35e5746cb45f8e0f3a3fed5d00288",
+      "revision_sha256": "c63bd90f3503694a87444a12fb0ec1bb5085db504331d226702e860929f32151",
       "changes": [
         {
           "suite": "webfetch",
@@ -20463,7 +20463,7 @@
         {
           "suite": "dynamic-content",
           "case_id": "dynamic-055-arco-design-vue",
-          "changes_sha256": "15377ae64233ce336e27f691a37e8081c21b8736c4804558ffa94bef48aa033e",
+          "changes_sha256": "b3f674fe844bb640f5d3d69911c9b2ae8b26ba2ccbf0c783e233ea20dc002d75",
           "sources": [
             {
               "path": "dataset.json",
@@ -21133,7 +21133,7 @@
         {
           "suite": "dynamic-content",
           "case_id": "dynamic-034-034-vuetify-server-table",
-          "changes_sha256": "fcf165344d3599db05328bd06a7a5382eee4697631a8c07cbbb172fc0d71e737",
+          "changes_sha256": "50b8c756f7be25aeeac5f0f840e94ad1b56c2c55faee1c758a77929cd6a573d8",
           "sources": [
             {
               "path": "dataset.json",
@@ -21208,7 +21208,7 @@
         {
           "suite": "dynamic-content",
           "case_id": "dynamic-035-035-vuetify-virtual-table",
-          "changes_sha256": "0629eb86e93f43f8ff9b23db558ea69fa387f08187bcb176b0a4a7701bc9403a",
+          "changes_sha256": "965165a381d008e498f59c76c8d86d98bc3514dcb7abc23008aa5bdf9a441581",
           "sources": [
             {
               "path": "dataset.json",
@@ -22549,7 +22549,7 @@
         {
           "suite": "access-restrictions",
           "case_id": "risk-diverse-040",
-          "changes_sha256": "1ab31d1c68e3c6736dc66052ebf91dcb77898287fb5512abe1e8419246be62ac",
+          "changes_sha256": "601772eeae21428a50f9b8ded8dd05eaf9795ecdf7e8e83cbb3edfcca4805213",
           "sources": [
             {
               "path": "dataset.json",
@@ -22584,7 +22584,7 @@
         {
           "suite": "access-restrictions",
           "case_id": "risk-diverse-041",
-          "changes_sha256": "334680db34155d9f7a34afd18458f19d540820a83d3d3a18936520aeb8d3ffef",
+          "changes_sha256": "336b0d6cf7b035e02569092b02c0d11678dfb4022c902e98d2917b803317f2f1",
           "sources": [
             {
               "path": "dataset.json",
@@ -22950,7 +22950,7 @@
         {
           "suite": "access-restrictions",
           "case_id": "risk-diverse-122",
-          "changes_sha256": "35f73660102c7c12dce0beb97810834e9511396dceb0817c88805e0b1a8e4c55",
+          "changes_sha256": "94c4f35b5290accddb5b1ad565b4905d7c0c4bbfcaf65e8f95f2c7b32c4c6bf3",
           "sources": [
             {
               "path": "dataset.json",
@@ -23035,7 +23035,7 @@
         {
           "suite": "access-restrictions",
           "case_id": "risk-diverse-138",
-          "changes_sha256": "57cee0717f73d6e561c281d4433020d51723dc748517a4effe644320ae8af1fe",
+          "changes_sha256": "7214aaa6cf9a2b043b4c55eb444ef358896a7f73299466cad39098e93c50cab7",
           "sources": [
             {
               "path": "dataset.json",
@@ -23458,7 +23458,7 @@
         {
           "suite": "access-restrictions",
           "case_id": "risk-diverse-011",
-          "changes_sha256": "dcc7b9a8d8d4b362eff56f9b01c51a38ee236eb5ed23895ce0d094c56cf05e6c",
+          "changes_sha256": "7ddbb0498adc5dd279d63f85ddaadd0da047e22d331bb0e840e0f9a62fdf355c",
           "sources": [
             {
               "path": "dataset.json",
@@ -23568,7 +23568,7 @@
         {
           "suite": "access-restrictions",
           "case_id": "risk-diverse-244",
-          "changes_sha256": "e235cf942efbc6b57fab1bd09558e7f4ea9f68a18befa14626e33a9230cad078",
+          "changes_sha256": "d746d904f2b50e2b9d253dd4a42a501f94a7f6f306aea26a8af8dcd88bc95954",
           "sources": [
             {
               "path": "dataset.json",
@@ -23847,7 +23847,7 @@
         {
           "suite": "access-restrictions",
           "case_id": "risk-diverse-202",
-          "changes_sha256": "06a968fcbe931d315fe1c671acf4daa342f33cd7500a66b3227cb0b5948ee100",
+          "changes_sha256": "246a62233086a48e0093e0b4a59bbefa1daf347c77f4058a78527d684215802c",
           "sources": [
             {
               "path": "dataset.json",
@@ -23982,7 +23982,7 @@
         {
           "suite": "access-restrictions",
           "case_id": "risk-diverse-210",
-          "changes_sha256": "ddc8d61b7e9717b8598ae53aea451b16bad7317e18ccb16e9bacf71a9f10d639",
+          "changes_sha256": "7afef1839a7486c931b8f45511f79b5a1662d01bcd9fcd12b9264f7163780fb7",
           "sources": [
             {
               "path": "dataset.json",
@@ -24061,7 +24061,7 @@
         {
           "suite": "access-restrictions",
           "case_id": "risk-diverse-212",
-          "changes_sha256": "bcfb6433eac7f8289499ae22b8c1b9515bbf0f6fc98e6eff8bb6800b1efc9bd5",
+          "changes_sha256": "0113197eb02939eead637fbdca75cc8c08a0822e5ae711b63556016fc23d80b4",
           "sources": [
             {
               "path": "dataset.json",
@@ -24415,7 +24415,7 @@
         {
           "suite": "access-restrictions",
           "case_id": "risk-diverse-250",
-          "changes_sha256": "fb5754da05ecce5cc9fdacf0d58e12bfda7d4644c36fb76a414d48e5c47abb59",
+          "changes_sha256": "baaacd24927a9876575bbd8471f2260bdb8963e7e2d7111aee0b2db812f04a77",
           "sources": [
             {
               "path": "dataset.json",
@@ -24450,7 +24450,7 @@
         {
           "suite": "articles",
           "case_id": "article-001",
-          "changes_sha256": "4a22a8c11a10b3f733a011ac96533e2f575ed6db3bab40a536888f2ed11a9b19",
+          "changes_sha256": "6f1d6d5295bfa27ac4fb91c5d6f4abe9a78c5a811b864b4b1bce950c5940cf5c",
           "sources": [
             {
               "path": "dataset.json",
@@ -24477,7 +24477,7 @@
         {
           "suite": "articles",
           "case_id": "article-002",
-          "changes_sha256": "b1c8c491c10a6ce9d10ec4b0464c98b74560c41a1143c4c14adcd8c44867fb59",
+          "changes_sha256": "876e781164457f7c5dd9aac074d5376ddb4ead285953ed2aa813ed36865226de",
           "sources": [
             {
               "path": "dataset.json",
@@ -24504,7 +24504,7 @@
         {
           "suite": "articles",
           "case_id": "article-003",
-          "changes_sha256": "d12dfbfaa975407d5c991408dceb6cca353cd58b4d5184e8a8d58847045cc141",
+          "changes_sha256": "34eedc08b99b5811a1fb8e56f31c3ee233f758a6722e4fdaa8a4f094feeb1364",
           "sources": [
             {
               "path": "dataset.json",
@@ -24591,7 +24591,7 @@
         {
           "suite": "articles",
           "case_id": "article-008",
-          "changes_sha256": "d76ac9c4aa49d0e37bb577948297f90766ea293bef295d2c20c0918c722ad438",
+          "changes_sha256": "9eace0a62e08b65380c57fe688cafd83e0970632c80250629ad3fde4bd25df09",
           "sources": [
             {
               "path": "dataset.json",
@@ -24638,7 +24638,7 @@
         {
           "suite": "articles",
           "case_id": "article-010",
-          "changes_sha256": "62a17303ca852e13999e7fb5af661888b92c595dbb637a52f016d5aa6d0e7ed4",
+          "changes_sha256": "8cf57812e42a210430eacd8a05a964e00be5cced2c3d80f1a073b521510a1f90",
           "sources": [
             {
               "path": "dataset.json",
@@ -24725,7 +24725,7 @@
         {
           "suite": "articles",
           "case_id": "article-014",
-          "changes_sha256": "ead019b4613d2e3296840be4d19b54f8d82ed02a15128e0e71e748c243924c13",
+          "changes_sha256": "ec65d7e9473d871d199cf1d3f29676d1bc171f4390ef53652f85d413817c2cd6",
           "sources": [
             {
               "path": "dataset.json",
@@ -24928,7 +24928,7 @@
         {
           "suite": "articles",
           "case_id": "article-023",
-          "changes_sha256": "2a188b0e4f8051cb04996c54788a5a5293f3d7edf2adf300114b78c8ce266a64",
+          "changes_sha256": "adabf7053723e86b06275aa50216ebbeec33cde6f69a548fd4ccbc1154d87cce",
           "sources": [
             {
               "path": "dataset.json",
@@ -24975,7 +24975,7 @@
         {
           "suite": "articles",
           "case_id": "article-025",
-          "changes_sha256": "de0c80962a6b1fe0086f85a9954c5dc397b112275d73fa0893aa77aec3f2dcc8",
+          "changes_sha256": "c1be79c7da4131287c0e80f25c510d0b480723f3ac1d750a664f39468cc9fd65",
           "sources": [
             {
               "path": "dataset.json",
@@ -25022,7 +25022,7 @@
         {
           "suite": "articles",
           "case_id": "article-027",
-          "changes_sha256": "57b8cb3a40df4e25119070ce0202aad3a1e06fa78acfa4ad54948bff40c03183",
+          "changes_sha256": "091aa2ee3d0f27a486c56381e684c8f67336f3a24954b236889d47d49399b32f",
           "sources": [
             {
               "path": "dataset.json",
@@ -25049,7 +25049,7 @@
         {
           "suite": "articles",
           "case_id": "article-028",
-          "changes_sha256": "2e1976b056fda904f9c5ebb60e1f43875338cc78446744eb51007f0734bf6dc5",
+          "changes_sha256": "1ea10084a0b2dcb7783961c78778b754398e7d1fc8cb4b9914625e0945346c9f",
           "sources": [
             {
               "path": "dataset.json",
@@ -25108,7 +25108,7 @@
         {
           "suite": "articles",
           "case_id": "article-030",
-          "changes_sha256": "0dcf74e0fdaba0d67298ffe6972502e8d0d8653dbbf87790252864aed4e96525",
+          "changes_sha256": "c067d0ce4ae4fece35eed84fececdc03c51bf3fafb7a19acc7f10e4bc946b2c7",
           "sources": [
             {
               "path": "dataset.json",
@@ -25155,7 +25155,7 @@
         {
           "suite": "articles",
           "case_id": "article-032",
-          "changes_sha256": "b0f4a9fc9d1b5acb596771e94b134b2e71861fd2093b067a0f38da7d997d0a89",
+          "changes_sha256": "32cddcceccb3a2bd73213a2371142e68411c6c25cc9374bbd9de5aa7f6e69a44",
           "sources": [
             {
               "path": "dataset.json",
@@ -25202,7 +25202,7 @@
         {
           "suite": "articles",
           "case_id": "article-034",
-          "changes_sha256": "ec5ce1fe555006f234777f26e7836c18fd8848803de1c7d4526113677b69f401",
+          "changes_sha256": "1357f997db6ead4aaf642378687e77b57769d6225a58fbb3b1569c6d8fbacfa5",
           "sources": [
             {
               "path": "dataset.json",
@@ -25253,7 +25253,7 @@
         {
           "suite": "articles",
           "case_id": "article-036",
-          "changes_sha256": "c8146e9baf43e12a504218867f172c8cdf6191d2157f6bdc2c10740f6cf49269",
+          "changes_sha256": "491eadd7f01758bb012c0bb870e7345b103ce1de8b682067648de9de369ec0a0",
           "sources": [
             {
               "path": "dataset.json",
@@ -25376,7 +25376,7 @@
         {
           "suite": "articles",
           "case_id": "article-047",
-          "changes_sha256": "142a7cc95459ec0ed983d4e013dfc7e914f3d479aebe7839ae78f78c481493ab",
+          "changes_sha256": "ea2baebe6b98b5933babb2a7e871bea912f95d76569ff2cad005117b5979c94e",
           "sources": [
             {
               "path": "dataset.json",
@@ -25407,7 +25407,7 @@
         {
           "suite": "articles",
           "case_id": "article-048",
-          "changes_sha256": "e70313ad3f7626940a717a20c238416ea447a9bc8742f8f428227a1f175d0668",
+          "changes_sha256": "a4c71e715f0e16f36915273902ee01fb83586ebcc92f33307bd35d022a6b3290",
           "sources": [
             {
               "path": "dataset.json",
@@ -25668,7 +25668,7 @@
         {
           "suite": "articles",
           "case_id": "article-060",
-          "changes_sha256": "6a34b336b92d9305a2a17f511c133eeeb5acac424238854d4cec9377d9aeadfb",
+          "changes_sha256": "b498ca09a71bcf6d177029e8a6d397a5493d47030b0070823b55ae113883ba06",
           "sources": [
             {
               "path": "dataset.json",
@@ -25715,7 +25715,7 @@
         {
           "suite": "articles",
           "case_id": "article-063",
-          "changes_sha256": "8ea8b7c065dd4b9f2007b8b023fb8468f27556fabed6bac2d311dabae6f591a9",
+          "changes_sha256": "cd3eff40bcb890705e0916438643146fd4c8f9d92fbfbb87b58e82a1bdc0cf77",
           "sources": [
             {
               "path": "dataset.json",
@@ -25800,7 +25800,7 @@
         {
           "suite": "articles",
           "case_id": "article-066",
-          "changes_sha256": "5968a96e8c4148aded79bfec8b1243b16e55686efbab2c97a9cf418bd6ec1039",
+          "changes_sha256": "345d5444fbe273bc230d956f411748c8012e05373f85d9f0503a0c98e3d27ed1",
           "sources": [
             {
               "path": "dataset.json",
@@ -25849,7 +25849,7 @@
         {
           "suite": "articles",
           "case_id": "article-067",
-          "changes_sha256": "1586d5645b9afcda5d8e240f41cb8187a45fab937f945503b36c64c7ed5429e9",
+          "changes_sha256": "d44709b88bd03f3bea826ea232ca238dcb941ada79c585494d9f6057ccaba56d",
           "sources": [
             {
               "path": "dataset.json",
@@ -25898,7 +25898,7 @@
         {
           "suite": "articles",
           "case_id": "article-068",
-          "changes_sha256": "741e91cc50703c3a4c7c35e1182bd9ac4d75667b5e813c075914f764fefc4fef",
+          "changes_sha256": "8467650df38faf4d253a958c438e3938d3aa5b78d5c0f374a58eb0471bf68265",
           "sources": [
             {
               "path": "dataset.json",
@@ -25977,7 +25977,7 @@
         {
           "suite": "articles",
           "case_id": "article-071",
-          "changes_sha256": "6d822c572e8aecfa5a6abc8125c99978323b01be5253a894f15751180062de4f",
+          "changes_sha256": "b9ed6b35c976647c36ee0d7eec1ab71ddd90b568b0686518d294533d697ba982",
           "sources": [
             {
               "path": "dataset.json",
@@ -26016,7 +26016,7 @@
         {
           "suite": "articles",
           "case_id": "article-072",
-          "changes_sha256": "83cbd1f51d64e97a87f46466037f61f51a242587ce647fc01597733ad1defa3d",
+          "changes_sha256": "64c2cc32f9f095ecc00ba6a87623c4c6de38014152cfc7eb0926e9ad072645fc",
           "sources": [
             {
               "path": "dataset.json",
@@ -26125,7 +26125,7 @@
         {
           "suite": "articles",
           "case_id": "article-076",
-          "changes_sha256": "0560be35c24401e001a30164f6643bf6810d97924fc1e2329c983a73b2bd0391",
+          "changes_sha256": "6cfee7ba6e2983b2b17a2e000e398079256e33b342ba191fc797813937f37baf",
           "sources": [
             {
               "path": "dataset.json",
@@ -26152,7 +26152,7 @@
         {
           "suite": "articles",
           "case_id": "article-077",
-          "changes_sha256": "c7f9f24f8d1ef960cb1c7681680e9bc2fb93527000767c4e4fca7788dfc24fb0",
+          "changes_sha256": "57240b9f93d36fc4938b70a01fb2445b10d43a1ee25cb4aa274ee91b46d60d4d",
           "sources": [
             {
               "path": "dataset.json",
@@ -26423,7 +26423,7 @@
         {
           "suite": "articles",
           "case_id": "article-089",
-          "changes_sha256": "881a4b185c596b5ec9c5293e4b5d11d6b345b2f728e9aeaddd5030c4d8556704",
+          "changes_sha256": "2874f958760c995d13e2198c89b230716c3f27e3131227edf92d9d8bcdf45a52",
           "sources": [
             {
               "path": "dataset.json",
@@ -26478,7 +26478,7 @@
         {
           "suite": "articles",
           "case_id": "article-091",
-          "changes_sha256": "58333daed12466075a33daac21676160f244653b5e0bc0d2f2430fd6f89c54cb",
+          "changes_sha256": "0c0ede66f2b7c5cc691f19c7dfabfc9006f33137efe969c402785ad65d40ffe6",
           "sources": [
             {
               "path": "dataset.json",
@@ -26505,7 +26505,7 @@
         {
           "suite": "articles",
           "case_id": "article-092",
-          "changes_sha256": "bd5c67ed39da7ec5f03daef1994763733b5bc6ee9039f6f29571d74aeccb5a41",
+          "changes_sha256": "c3129033e25dbea9e230868c1a4a7cf74262ae8fa2552b0f5ef7f4d92629f31d",
           "sources": [
             {
               "path": "dataset.json",
@@ -26546,7 +26546,7 @@
         {
           "suite": "articles",
           "case_id": "article-093",
-          "changes_sha256": "06fbb86db299da62facc17deafdd36d1adca1dccf571ae0848d3e84b375f602b",
+          "changes_sha256": "41e6d3050b889c30a312c78aa39abdc4fb05f14b676fba62b57b208707bb4bc3",
           "sources": [
             {
               "path": "dataset.json",
@@ -26638,7 +26638,7 @@
         {
           "suite": "articles",
           "case_id": "article-095",
-          "changes_sha256": "e5e9b1c541af2c490e074dd155b41f9a14c8efe37c12e607b90a02e235ee8d18",
+          "changes_sha256": "cd9bfa3f184d665167de4573b05fca56369f6342ea1badfb6919469a7c6d0d97",
           "sources": [
             {
               "path": "dataset.json",
@@ -26793,7 +26793,7 @@
         {
           "suite": "articles",
           "case_id": "article-103",
-          "changes_sha256": "4e57acdb6e65708208c146e655423cc0fee842f0eefd55e6a58a97f23f9ddb8b",
+          "changes_sha256": "b7680e8942c295f0b18fe305779072d6ba3c5a3d0d41a11bbc7d7cc839b73a2b",
           "sources": [
             {
               "path": "dataset.json",
@@ -30531,7 +30531,7 @@
         {
           "suite": "popular-sites",
           "case_id": "global-homepage-030-weather-com",
-          "changes_sha256": "db8c02da0386a8499c2beac85d8c69d0082a583737fc0bfc24a975324a306883",
+          "changes_sha256": "08acdbd38b7f4c89bfd78539f9bbba5cf343e5ccc5bf9611a353bc003e9aa24c",
           "sources": [
             {
               "path": "dataset.json",
@@ -30926,7 +30926,7 @@
         {
           "suite": "popular-sites",
           "case_id": "global-homepage-046-zoom-us",
-          "changes_sha256": "6050cc64f8eb0b0ca8f4fd88fdd34a0cbadd43327e26a19de63030dd6a9d913b",
+          "changes_sha256": "2b4f947e1df77ba241b9b72e6f3eb5f03b38ce67802376e351935dc24c8568af",
           "sources": [
             {
               "path": "dataset.json",
@@ -31019,7 +31019,7 @@
         {
           "suite": "popular-sites",
           "case_id": "global-homepage-032-canva-com",
-          "changes_sha256": "92d69c0d257c81bec62c80d56a5aa019dbb7f9d4d22eb0a5534cde1833b4dfd9",
+          "changes_sha256": "9c317466dd90777235eb440303ac6c6c7cc61e6359aac3f598c6ab7b0e58480c",
           "sources": [
             {
               "path": "dataset.json",
@@ -31180,7 +31180,7 @@
         {
           "suite": "popular-sites",
           "case_id": "china-homepage-081-elsevier-com",
-          "changes_sha256": "f30efc0513f756f15d6ddb71d8fbe2248dd556c3ce12d94fac40f1c9130174c5",
+          "changes_sha256": "b5e7f0e6a80d3d7889b26730a861df94877e74e9ca0f05f7f10057ba2d729b96",
           "sources": [
             {
               "path": "dataset.json",
@@ -32206,7 +32206,7 @@
         {
           "suite": "popular-sites",
           "case_id": "global-homepage-044-spotify-com",
-          "changes_sha256": "a4cb83f5baab4d27a989d4765e36eccce5e98d8f287b926e9789b44be05396d3",
+          "changes_sha256": "7b41a21f2833a35706a0432b178c234e73549892d7fda471f91bac81c3682824",
           "sources": [
             {
               "path": "dataset.json",
@@ -32289,7 +32289,7 @@
         {
           "suite": "popular-sites",
           "case_id": "china-homepage-050-openai-com",
-          "changes_sha256": "265bdaf1c681ddbc9819beba90b1e89de3320e3c2219718d409549f1a07d0529",
+          "changes_sha256": "ca98bc2ec5638cb7b3c37feac137526cbfaf1e2c29182b25ebcd882ca4dff010",
           "sources": [
             {
               "path": "dataset.json",
@@ -32372,7 +32372,7 @@
         {
           "suite": "popular-sites",
           "case_id": "china-homepage-039-1688-com",
-          "changes_sha256": "9c2f670215af0c450f8d345d2f145620d4e93000d9a36f4a6b85f78a8ae493ea",
+          "changes_sha256": "6c19cd8ae1806d1e36d969d4ce27c7507c6e1ef597cce5a5d2b0a5e5aa6e9753",
           "sources": [
             {
               "path": "dataset.json",
@@ -32561,7 +32561,7 @@
               "scope": "Bound qualification capture; capture bytes remain external for https://bugzilla.proxmox.com/. Diagnostic scope review only."
             }
           ],
-          "changes_sha256": "95a222acac43d609783e4dc924ab2503b28f50f1fe2d68e8d31b2d2ff028a55e",
+          "changes_sha256": "c14626e3f6e4cb586d473244dc4a43cd055afb9a7856f092152a6a0738768577",
           "regression_ids": [
             "volatile-body-change-preserves-stable-anchor-pass",
             "volatile-body-content-cannot-replace-stable-page-identity",
@@ -32595,7 +32595,7 @@
               "scope": "Bound qualification capture; capture bytes remain external for https://theglobaleuropean.com/. Diagnostic scope review only."
             }
           ],
-          "changes_sha256": "1de79122c48ed97a3c877030a82933eaa220b80f042f7732127f87ae42938330",
+          "changes_sha256": "42c5c825dee86a432af7e71f16424ae374ee991894015e2c28979b125962f20c",
           "regression_ids": [
             "volatile-body-change-preserves-stable-anchor-pass",
             "volatile-body-content-cannot-replace-stable-page-identity",
@@ -34142,7 +34142,7 @@
         {
           "suite": "popular-sites",
           "case_id": "global-homepage-085-douyin-com",
-          "changes_sha256": "03fd5a2cfe5396bbcc89067681c7bf9a44bbfa83488a72f62b275e690e3a37e8",
+          "changes_sha256": "a14b5a6d0b339f17924c2a0d1daeb9ca2e46be3c1068541156ecefd7d5b9ac12",
           "sources": [
             {
               "path": "review-evidence/popular-sites/initial-gap-homepages-20261023/douyin-card-visibility.json",
@@ -34920,7 +34920,7 @@
         {
           "suite": "dynamic-content",
           "case_id": "dynamic-072-ko-lotteon-home",
-          "changes_sha256": "48a5463e3bc839196391c5a11b4663d651e7ca45d25e7f44d329c22519644460",
+          "changes_sha256": "e7ef29adaf9152528b8e78b17c89bffe5c41fe6738d43cdb8b335c5234ce970e",
           "sources": [
             {
               "path": "dataset.json",
@@ -35337,7 +35337,7 @@
         {
           "suite": "dynamic-content",
           "case_id": "dynamic-098-shahid-mbc-net-ar",
-          "changes_sha256": "85c2ab78daabc8dac44e6c14cb33396bf5e955f94b96a618b5daeffd5619c539",
+          "changes_sha256": "39f861928d83db81a4d9abd9183f5d8d7df3767434ae615c8e1594606f1ee242",
           "sources": [
             {
               "path": "dataset.json",
@@ -35528,7 +35528,7 @@
         {
           "suite": "dynamic-content",
           "case_id": "dynamic-096-ar-real-cnn-world",
-          "changes_sha256": "fc2ea9c1776b211d53235d9961ad4482b45cc90a837eec394e38a1c13d9204d8",
+          "changes_sha256": "31960196a9b4577447da6ca5cc052cb16d0338b12980aec27061966a32c25dc7",
           "sources": [
             {
               "path": "dataset.json",
@@ -35550,7 +35550,11 @@
             "article-primary-scope-shell-cannot-replace-body",
             "primary-scope-dynamic-content-complete-without-shell",
             "primary-scope-dynamic-content-missing-target",
-            "primary-scope-dynamic-content-shell-only"
+            "primary-scope-dynamic-content-shell-only",
+            "primary-cnn-card-scope-complete",
+            "primary-cnn-card-scope-missing-video-label",
+            "primary-cnn-card-scope-missing-record",
+            "primary-cnn-card-scope-navigation-only"
           ],
           "reason": "Remove only generic forbidden-word vetoes. The frozen task supplies the unchanged positive content requirements; the registered shared regressions distinguish complete required content from challenge-only or missing-content answers. This policy correction does not require a fresh page observation and does not qualify missing frozen reference answers. The frozen prompt explicitly excludes navigation and footer. All forty anchors are other-section navigation or social/legal links rather than world-news card titles. Remove those anchors but preserve all 28 complete named editorial links and their declared same-page scope, including recommendations explicitly included by the existing source contract."
         },
@@ -35965,7 +35969,7 @@
         {
           "suite": "popular-sites",
           "case_id": "global-homepage-016-amazon-com",
-          "changes_sha256": "e7e612635a7a6771877c0ce6c3d24404f0066357f89f3289db14d5c67ccb8ffb",
+          "changes_sha256": "db554d6cebfad6a3a7fa58e0ac82beef67cbab4499f0ccc98eabee16a1696e76",
           "sources": [
             {
               "path": "dataset.json",
@@ -36678,7 +36682,7 @@
         {
           "suite": "popular-sites",
           "case_id": "china-homepage-078-nga-cn",
-          "changes_sha256": "8174f121115033d8cce897ff3e149fca784b0bdb5cab42059e4c441090e284f0",
+          "changes_sha256": "446b86f29239719814471ba5fb8dd8644f4d6df459a03ab9a3c52386d85f5c4d",
           "sources": [
             {
               "path": "dataset.json",
@@ -36979,7 +36983,7 @@
         {
           "suite": "popular-sites",
           "case_id": "global-homepage-012-gemini-google-com",
-          "changes_sha256": "d8b1ed355a44e58f20cad76cf2e143383e62fbf345b0a7882092b2378df9dcd6",
+          "changes_sha256": "ad4724fb36dd642bc8a745efbba05835daa77ca10568fcb22475103fc667cd9a",
           "sources": [
             {
               "path": "dataset.json",
@@ -37023,7 +37027,7 @@
         {
           "suite": "popular-sites",
           "case_id": "global-homepage-023-cloud-microsoft",
-          "changes_sha256": "80cbdcf3f36beb7eeaac7ab222704758438af65aba3e7a4fde74e0abf234074b",
+          "changes_sha256": "df69c18a0de4463f319820f3400ce4c40059c9c660546403384bb347c66bc0a7",
           "sources": [
             {
               "path": "dataset.json",
@@ -37325,7 +37329,7 @@
             "primary-scope-access-restrictions-missing-target",
             "primary-scope-access-restrictions-shell-only"
           ],
-          "changes_sha256": "9ff2be3a28be0e1a1e1301b0c54df676219f9507a98fbe848f53f8e50f5e7b92"
+          "changes_sha256": "4e728e68407cc51799288399aed580898ce063f5586dad647209d12b313f621e"
         },
         {
           "suite": "access-restrictions",
@@ -37345,7 +37349,7 @@
             "primary-scope-access-restrictions-missing-target",
             "primary-scope-access-restrictions-shell-only"
           ],
-          "changes_sha256": "5a81d3957c78b04fe85a76beaea2ce61d6abd66f0ffa63747d8a0e23e05f4978"
+          "changes_sha256": "e7199c1cdfc2cbaac1afe34f52aff4bb62d5ecb960a84159328bce999052b28f"
         },
         {
           "suite": "articles",
@@ -37362,7 +37366,7 @@
             "article-primary-scope-complete-without-shell",
             "article-primary-scope-shell-cannot-replace-body"
           ],
-          "changes_sha256": "33957358a1187eb8e7c4150af50b9d55722a96b497936b9a8fc7b4729391fded"
+          "changes_sha256": "3d334fd407e62aaa08762c4983dbd97d9e22e4439ffaa799a7c55cf6be301886"
         }
       ],
       "shared_reasons": {

definitions/evaluation/scoring-regressions.json

@@ -60539,6 +60539,286 @@
       "artifact": "Observatory products Login Privacy Terms",
       "ok": true,
       "expected_task_pass": false
+    },
+    {
+      "id": "primary-cnn-card-scope-complete",
+      "category": "structured-extraction",
+      "root_cause": "Card media labels are substantive; removing global navigation must preserve the 28 complete editorial-record requirement.",
+      "failure_mode": "false-negative",
+      "case": {
+        "id": "dynamic-096-ar-real-cnn-world",
+        "name": "CNN العربية قسم العالم وأول قائمة أخبار",
+        "url": "https://arabic.cnn.com/world",
+        "category": "dynamic_content",
+        "track": "dynamic",
+        "task_kind": "body",
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+            "link_selector": "a:has(.container__headline-text)"
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+          "reason": "Independent editorial title/detail links replace historical membership. Category navigation cannot substitute for a news detail URL. Keep qualified normal visible labels; defer icon-only/unqualified text or campaign-specific labels."
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+              34
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+      },
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+            "reason": "All initially loaded named editorial news cards in the declared page, including same-page recommendations; deduplicate story identity. Latest independently observed count defines this window only; freeze again before future calls.",
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+        }
+      },
+      "artifact": "فيديو\n[Synthetic editorial report 0 about independent observation and scientific findings around the world](https://arabic.cnn.com/world/article/2026/11/04/synthetic-0)\n[Synthetic editorial report 1 about independent observation and scientific findings around the world](https://arabic.cnn.com/world/article/2026/11/04/synthetic-1)\n[Synthetic editorial report 2 about independent observation and scientific findings around the world](https://arabic.cnn.com/world/article/2026/11/04/synthetic-2)\n[Synthetic editorial report 3 about independent observation and scientific findings around the world](https://arabic.cnn.com/world/article/2026/11/04/synthetic-3)\n[Synthetic editorial report 4 about independent observation and scientific findings around the world](https://arabic.cnn.com/world/article/2026/11/04/synthetic-4)\n[Synthetic editorial report 5 about independent observation and scientific findings around the world](https://arabic.cnn.com/world/article/2026/11/04/synthetic-5)\n[Synthetic editorial report 6 about independent observation and scientific findings around the world](https://arabic.cnn.com/world/article/2026/11/04/synthetic-6)\n[Synthetic editorial report 7 about independent observation and scientific findings around the world](https://arabic.cnn.com/world/article/2026/11/04/synthetic-7)\n[Synthetic editorial report 8 about independent observation and scientific findings around the world](https://arabic.cnn.com/world/article/2026/11/04/synthetic-8)\n[Synthetic editorial report 9 about independent observation and scientific findings around the world](https://arabic.cnn.com/world/article/2026/11/04/synthetic-9)\n[Synthetic editorial report 10 about independent observation and scientific findings around the world](https://arabic.cnn.com/world/article/2026/11/04/synthetic-10)\n[Synthetic editorial report 11 about independent observation and scientific findings around the world](https://arabic.cnn.com/world/article/2026/11/04/synthetic-11)\n[Synthetic editorial report 12 about independent observation and scientific findings around the world](https://arabic.cnn.com/world/article/2026/11/04/synthetic-12)\n[Synthetic editorial report 13 about independent observation and scientific findings around the world](https://arabic.cnn.com/world/article/2026/11/04/synthetic-13)\n[Synthetic editorial report 14 about independent observation and scientific findings around the world](https://arabic.cnn.com/world/article/2026/11/04/synthetic-14)\n[Synthetic editorial report 15 about independent observation and scientific findings around the world](https://arabic.cnn.com/world/article/2026/11/04/synthetic-15)\n[Synthetic editorial report 16 about independent observation and scientific findings around the world](https://arabic.cnn.com/world/article/2026/11/04/synthetic-16)\n[Synthetic editorial report 17 about independent observation and scientific findings around the world](https://arabic.cnn.com/world/article/2026/11/04/synthetic-17)\n[Synthetic editorial report 18 about independent observation and scientific findings around the world](https://arabic.cnn.com/world/article/2026/11/04/synthetic-18)\n[Synthetic editorial report 19 about independent observation and scientific findings around the world](https://arabic.cnn.com/world/article/2026/11/04/synthetic-19)\n[Synthetic editorial report 20 about independent observation and scientific findings around the world](https://arabic.cnn.com/world/article/2026/11/04/synthetic-20)\n[Synthetic editorial report 21 about independent observation and scientific findings around the world](https://arabic.cnn.com/world/article/2026/11/04/synthetic-21)\n[Synthetic editorial report 22 about independent observation and scientific findings around the world](https://arabic.cnn.com/world/article/2026/11/04/synthetic-22)\n[Synthetic editorial report 23 about independent observation and scientific findings around the world](https://arabic.cnn.com/world/article/2026/11/04/synthetic-23)\n[Synthetic editorial report 24 about independent observation and scientific findings around the world](https://arabic.cnn.com/world/article/2026/11/04/synthetic-24)\n[Synthetic editorial report 25 about independent observation and scientific findings around the world](https://arabic.cnn.com/world/article/2026/11/04/synthetic-25)\n[Synthetic editorial report 26 about independent observation and scientific findings around the world](https://arabic.cnn.com/world/article/2026/11/04/synthetic-26)",
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+    },
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+        "name": "CNN العربية قسم العالم وأول قائمة أخبار",
+        "url": "https://arabic.cnn.com/world",
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+        "task_kind": "body",
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+        "acceptance_contract": {
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+              "match_scope": "non_record_lines",
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+              "observation_status": "三次混合会话观察均可见（含全新匿名环境和已有正常会话）",
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+            "title_selector": ".container__headline-text",
+            "link_selector": "a:has(.container__headline-text)"
+          }
+        },
+        "evaluation_url": "https://arabic.cnn.com/world",
+        "expected_final_url": "https://arabic.cnn.com/world",
+        "target_language": "ar-SA",
+        "target_region": "SA",
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+        }
+      },
+      "artifact": "فيديو\n[Synthetic section 0](https://arabic.cnn.com/section-0)\n[Synthetic section 1](https://arabic.cnn.com/section-1)\n[Synthetic section 2](https://arabic.cnn.com/section-2)\n[Synthetic section 3](https://arabic.cnn.com/section-3)\n[Synthetic section 4](https://arabic.cnn.com/section-4)\n[Synthetic section 5](https://arabic.cnn.com/section-5)\n[Synthetic section 6](https://arabic.cnn.com/section-6)\n[Synthetic section 7](https://arabic.cnn.com/section-7)\n[Synthetic section 8](https://arabic.cnn.com/section-8)\n[Synthetic section 9](https://arabic.cnn.com/section-9)\n[Synthetic section 10](https://arabic.cnn.com/section-10)\n[Synthetic section 11](https://arabic.cnn.com/section-11)\n[Synthetic section 12](https://arabic.cnn.com/section-12)\n[Synthetic section 13](https://arabic.cnn.com/section-13)\n[Synthetic section 14](https://arabic.cnn.com/section-14)\n[Synthetic section 15](https://arabic.cnn.com/section-15)\n[Synthetic section 16](https://arabic.cnn.com/section-16)\n[Synthetic section 17](https://arabic.cnn.com/section-17)\n[Synthetic section 18](https://arabic.cnn.com/section-18)\n[Synthetic section 19](https://arabic.cnn.com/section-19)\n[Synthetic section 20](https://arabic.cnn.com/section-20)\n[Synthetic section 21](https://arabic.cnn.com/section-21)\n[Synthetic section 22](https://arabic.cnn.com/section-22)\n[Synthetic section 23](https://arabic.cnn.com/section-23)\n[Synthetic section 24](https://arabic.cnn.com/section-24)\n[Synthetic section 25](https://arabic.cnn.com/section-25)\n[Synthetic section 26](https://arabic.cnn.com/section-26)\n[Synthetic section 27](https://arabic.cnn.com/section-27)",
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+      "expected_task_pass": false
     }
   ],
   "superseded_cases": {

definitions/populations/primary-content-20261103.json

@@ -0,0 +1,2262 @@
+{
+  "schema_version": 1,
+  "kind": "task_population_selection",
+  "id": "primary-content-20261103",
+  "revision": "primary-content-20261103",
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+  "suite_counts": {
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+    "dynamic-content": 100,
+    "popular-sites": 100,
+    "access-restrictions": 100,
+    "articles": 100
+  },
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+      "sha256": "ae3aec6eab8d2d470cdeb18c4f80d238e5dd79e1108a729589b77a80fe869405"
+    },
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+      "sha256": "82859ffb301740bcf38fee4fe87a675e8fb21af8dd660f92f74e4cbaede35b33"
+    },
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+      "sha256": "139c62a141183d305d8fa9c3658c546927731461d86aeba5ad3091649bd4ecd7"
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+      "sha256": "c67b60ccf5ee0b14e4e23b3efc282e625005f8e096f0bfc978772d312e8f50c2"
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+      "id": "risk-006"
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+    {
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+    {
+      "suite": "popular-sites",
+      "id": "global-homepage-037-mail-ru"
+    },
+    {
+      "suite": "popular-sites",
+      "id": "global-homepage-038-samsung-com"
+    },
+    {
+      "suite": "popular-sites",
+      "id": "global-homepage-039-duckduckgo-com"
+    },
+    {
+      "suite": "popular-sites",
+      "id": "global-homepage-041-discord-com"
+    },
+    {
+      "suite": "popular-sites",
+      "id": "global-homepage-042-github-com"
+    },
+    {
+      "suite": "popular-sites",
+      "id": "global-homepage-044-spotify-com"
+    },
+    {
+      "suite": "popular-sites",
+      "id": "global-homepage-045-nytimes-com"
+    },
+    {
+      "suite": "popular-sites",
+      "id": "global-homepage-046-zoom-us"
+    },
+    {
+      "suite": "popular-sites",
+      "id": "global-homepage-049-brave-com"
+    },
+    {
+      "suite": "popular-sites",
+      "id": "global-homepage-056-apple-com"
+    },
+    {
+      "suite": "popular-sites",
+      "id": "global-homepage-060-espn-com"
+    },
+    {
+      "suite": "popular-sites",
+      "id": "global-homepage-062-bbc-com"
+    },
+    {
+      "suite": "popular-sites",
+      "id": "global-homepage-063-paypal-com"
+    },
+    {
+      "suite": "popular-sites",
+      "id": "global-homepage-067-deepseek-com"
+    },
+    {
+      "suite": "popular-sites",
+      "id": "global-homepage-068-indeed-com"
+    },
+    {
+      "suite": "popular-sites",
+      "id": "global-homepage-072-rakuten-co-jp"
+    },
+    {
+      "suite": "popular-sites",
+      "id": "global-homepage-075-telegram-org"
+    },
+    {
+      "suite": "popular-sites",
+      "id": "global-homepage-080-cnn-com"
+    },
+    {
+      "suite": "popular-sites",
+      "id": "global-homepage-081-namu-wiki"
+    },
+    {
+      "suite": "popular-sites",
+      "id": "global-homepage-082-shein-com"
+    },
+    {
+      "suite": "popular-sites",
+      "id": "global-homepage-084-qq-com"
+    },
+    {
+      "suite": "popular-sites",
+      "id": "global-homepage-085-douyin-com"
+    },
+    {
+      "suite": "popular-sites",
+      "id": "global-homepage-086-usps-com"
+    },
+    {
+      "suite": "popular-sites",
+      "id": "global-homepage-087-instructure-com"
+    },
+    {
+      "suite": "popular-sites",
+      "id": "global-homepage-090-rutube-ru"
+    },
+    {
+      "suite": "webfetch",
+      "id": "cowagent-doc"
+    },
+    {
+      "suite": "webfetch",
+      "id": "document-01"
+    },
+    {
+      "suite": "webfetch",
+      "id": "document-02"
+    },
+    {
+      "suite": "webfetch",
+      "id": "document-03"
+    },
+    {
+      "suite": "webfetch",
+      "id": "document-04"
+    },
+    {
+      "suite": "webfetch",
+      "id": "document-05"
+    },
+    {
+      "suite": "webfetch",
+      "id": "document-06"
+    },
+    {
+      "suite": "webfetch",
+      "id": "document-07"
+    },
+    {
+      "suite": "webfetch",
+      "id": "document-08"
+    },
+    {
+      "suite": "webfetch",
+      "id": "document-09"
+    },
+    {
+      "suite": "webfetch",
+      "id": "document-10"
+    },
+    {
+      "suite": "webfetch",
+      "id": "ecommerce-list"
+    },
+    {
+      "suite": "webfetch",
+      "id": "github-repository"
+    },
+    {
+      "suite": "webfetch",
+      "id": "html-table"
+    },
+    {
+      "suite": "webfetch",
+      "id": "image-01"
+    },
+    {
+      "suite": "webfetch",
+      "id": "image-02"
+    },
+    {
+      "suite": "webfetch",
+      "id": "image-03"
+    },
+    {
+      "suite": "webfetch",
+      "id": "image-04"
+    },
+    {
+      "suite": "webfetch",
+      "id": "image-10"
+    },
+    {
+      "suite": "webfetch",
+      "id": "image-earth-main"
+    },
+    {
+      "suite": "webfetch",
+      "id": "image-nasa-article"
+    },
+    {
+      "suite": "webfetch",
+      "id": "image-pexels-detail"
+    },
+    {
+      "suite": "webfetch",
+      "id": "image-unsplash-detail"
+    },
+    {
+      "suite": "webfetch",
+      "id": "image-w3-trulli"
+    },
+    {
+      "suite": "webfetch",
+      "id": "javascript-spa"
+    },
+    {
+      "suite": "webfetch",
+      "id": "lexmount-doc"
+    },
+    {
+      "suite": "webfetch",
+      "id": "live-001-python-pathlib-documentation"
+    },
+    {
+      "suite": "webfetch",
+      "id": "live-002-http-http-modules"
+    },
+    {
+      "suite": "webfetch",
+      "id": "live-003-the-rust-programming-language"
+    },
+    {
+      "suite": "webfetch",
+      "id": "live-004-deployments"
+    },
+    {
+      "suite": "webfetch",
+      "id": "live-005-python-asyncio-documentation"
+    },
+    {
+      "suite": "webfetch",
+      "id": "live-006-python-typing-documentation"
+    },
+    {
+      "suite": "webfetch",
+      "id": "live-007-html-hypertext-markup-language-s"
+    },
+    {
+      "suite": "webfetch",
+      "id": "live-008-service"
+    },
+    {
+      "suite": "webfetch",
+      "id": "live-009-run-a-stateless-application-usin"
+    },
+    {
+      "suite": "webfetch",
+      "id": "live-010-navigation-menu"
+    },
+    {
+      "suite": "webfetch",
+      "id": "live-012-navigation-menu"
+    },
+    {
+      "suite": "webfetch",
+      "id": "live-013-navigation-menu"
+    },
+    {
+      "suite": "webfetch",
+      "id": "live-014-navigation-menu"
+    },
+    {
+      "suite": "webfetch",
+      "id": "live-015-configmaps"
+    },
+    {
+      "suite": "webfetch",
+      "id": "live-016-navigation-menu"
+    },
+    {
+      "suite": "webfetch",
+      "id": "live-017-navigation-menu"
+    },
+    {
+      "suite": "webfetch",
+      "id": "live-019-navigation-menu"
+    },
+    {
+      "suite": "webfetch",
+      "id": "live-021-python-common-pathname-manipulations"
+    },
+    {
+      "suite": "webfetch",
+      "id": "live-022-until-september-10-get-pycharm-f"
+    },
+    {
+      "suite": "webfetch",
+      "id": "live-024-cascading-style-sheets-level-2-r"
+    },
+    {
+      "suite": "webfetch",
+      "id": "live-025-api-reference"
+    },
+    {
+      "suite": "webfetch",
+      "id": "live-026-getting-started"
+    },
+    {
+      "suite": "webfetch",
+      "id": "live-027-sponsors"
+    },
+    {
+      "suite": "webfetch",
+      "id": "live-028-getting-started-with-rails"
+    },
+    {
+      "suite": "webfetch",
+      "id": "live-029-fetch"
+    },
+    {
+      "suite": "webfetch",
+      "id": "live-030-rfc-9110"
+    },
+    {
+      "suite": "webfetch",
+      "id": "live-032-api-reference"
+    },
+    {
+      "suite": "webfetch",
+      "id": "live-033-nasa-science"
+    },
+    {
+      "suite": "webfetch",
+      "id": "live-034-travel"
+    },
+    {
+      "suite": "webfetch",
+      "id": "live-035-part-i-tutorial"
+    },
+    {
+      "suite": "webfetch",
+      "id": "live-036-build-on-the-openai-api-platform"
+    },
+    {
+      "suite": "webfetch",
+      "id": "live-037-breadcrumb"
+    },
+    {
+      "suite": "webfetch",
+      "id": "live-038-mystery"
+    },
+    {
+      "suite": "webfetch",
+      "id": "live-039-welcome-to-redis-docs"
+    },
+    {
+      "suite": "webfetch",
+      "id": "live-040-documentation-overview"
+    },
+    {
+      "suite": "webfetch",
+      "id": "live-041-python-programming-language"
+    },
+    {
+      "suite": "webfetch",
+      "id": "live-042-document-object-model-dom"
+    },
+    {
+      "suite": "webfetch",
+      "id": "live-043-syntax"
+    },
+    {
+      "suite": "webfetch",
+      "id": "live-044-history-api"
+    },
+    {
+      "suite": "webfetch",
+      "id": "live-045-cache"
+    },
+    {
+      "suite": "webfetch",
+      "id": "live-046-file-api"
+    },
+    {
+      "suite": "webfetch",
+      "id": "live-047-push-api"
+    },
+    {
+      "suite": "webfetch",
+      "id": "live-048-websocket-api-websockets"
+    },
+    {
+      "suite": "webfetch",
+      "id": "live-049-functools-higher-order-functions"
+    },
+    {
+      "suite": "webfetch",
+      "id": "live-050-re-regular-expression-operations"
+    },
+    {
+      "suite": "webfetch",
+      "id": "live-051-email-an-email-and-mime-handling"
+    },
+    {
+      "suite": "webfetch",
+      "id": "live-052-objects-in-kubernetes"
+    },
+    {
+      "suite": "webfetch",
+      "id": "live-053-dns-for-services-and-pods"
+    },
+    {
+      "suite": "webfetch",
+      "id": "live-054-navigation-menu"
+    },
+    {
+      "suite": "webfetch",
+      "id": "live-055-navigation-menu"
+    },
+    {
+      "suite": "webfetch",
+      "id": "live-056-navigation-menu"
+    },
+    {
+      "suite": "webfetch",
+      "id": "live-057-navigation-menu"
+    },
+    {
+      "suite": "webfetch",
+      "id": "live-058-navigation-menu"
+    },
+    {
+      "suite": "webfetch",
+      "id": "live-059-navigation-menu"
+    },
+    {
+      "suite": "webfetch",
+      "id": "live-060-database"
+    },
+    {
+      "suite": "webfetch",
+      "id": "live-061-version-control"
+    },
+    {
+      "suite": "webfetch",
+      "id": "live-062-natural-language-processing"
+    },
+    {
+      "suite": "webfetch",
+      "id": "live-063-navigation-menu"
+    },
+    {
+      "suite": "webfetch",
+      "id": "live-064-navigation-menu"
+    },
+    {
+      "suite": "webfetch",
+      "id": "live-065-navigation-menu"
+    },
+    {
+      "suite": "webfetch",
+      "id": "live-066-navigation-menu"
+    },
+    {
+      "suite": "webfetch",
+      "id": "live-067-navigation-menu"
+    },
+    {
+      "suite": "webfetch",
+      "id": "live-068-navigation-menu"
+    },
+    {
+      "suite": "webfetch",
+      "id": "live-069-navigation-menu"
+    },
+    {
+      "suite": "webfetch",
+      "id": "live-070-navigation-menu"
+    },
+    {
+      "suite": "webfetch",
+      "id": "live-071-science"
+    },
+    {
+      "suite": "webfetch",
+      "id": "live-072-python-itertools-documentation"
+    },
+    {
+      "suite": "webfetch",
+      "id": "live-073-python-json-documentation"
+    },
+    {
+      "suite": "webfetch",
+      "id": "live-074-python-sqlite3-documentation"
+    },
+    {
+      "suite": "webfetch",
+      "id": "live-075-python-logging-documentation"
+    },
+    {
+      "suite": "webfetch",
+      "id": "live-076-python-unittest-documentation"
+    },
+    {
+      "suite": "webfetch",
+      "id": "live-077-python-dataclasses-documentation"
+    },
+    {
+      "suite": "webfetch",
+      "id": "live-078-python-collections-documentation"
+    },
+    {
+      "suite": "webfetch",
+      "id": "live-079-python-hashlib-documentation"
+    },
+    {
+      "suite": "webfetch",
+      "id": "live-080-python-urllib-parse-documentatio"
+    },
+    {
+      "suite": "webfetch",
+      "id": "live-081-python-csv-documentation"
+    },
+    {
+      "suite": "webfetch",
+      "id": "live-082-python-decimal-documentation"
+    },
+    {
+      "suite": "webfetch",
+      "id": "live-083-python-datetime-documentation"
+    },
+    {
+      "suite": "webfetch",
+      "id": "live-084-python-concurrent-futures-docume"
+    },
+    {
+      "suite": "webfetch",
+      "id": "lm-feishu-help"
+    },
+    {
+      "suite": "webfetch",
+      "id": "lm-node-intro"
+    },
+    {
+      "suite": "webfetch",
+      "id": "lm-python-tutorial"
+    },
+    {
+      "suite": "webfetch",
+      "id": "lm-rust-learn"
+    },
+    {
+      "suite": "webfetch",
+      "id": "redirect"
+    },
+    {
+      "suite": "webfetch",
+      "id": "stable-browser-use-readme"
+    },
+    {
+      "suite": "webfetch",
+      "id": "stable-nodejs-readme"
+    },
+    {
+      "suite": "webfetch",
+      "id": "stable-openclaw-readme"
+    },
+    {
+      "suite": "webfetch",
+      "id": "stable-rfc-6455-websocket"
+    },
+    {
+      "suite": "webfetch",
+      "id": "stable-rfc-8259-json"
+    },
+    {
+      "suite": "webfetch",
+      "id": "stable-wcag21-recommendation"
+    },
+    {
+      "suite": "webfetch",
+      "id": "stable-wikipedia-ai-revision"
+    },
+    {
+      "suite": "webfetch",
+      "id": "stable-xml10-recommendation"
+    },
+    {
+      "suite": "webfetch",
+      "id": "static-simple"
+    },
+    {
+      "suite": "webfetch",
+      "id": "video-01"
+    },
+    {
+      "suite": "webfetch",
+      "id": "video-02"
+    },
+    {
+      "suite": "webfetch",
+      "id": "video-03"
+    },
+    {
+      "suite": "webfetch",
+      "id": "video-04"
+    },
+    {
+      "suite": "webfetch",
+      "id": "video-05"
+    },
+    {
+      "suite": "webfetch",
+      "id": "video-06"
+    },
+    {
+      "suite": "webfetch",
+      "id": "video-08"
+    },
+    {
+      "suite": "webfetch",
+      "id": "video-09"
+    },
+    {
+      "suite": "webfetch",
+      "id": "video-bilibili-current"
+    },
+    {
+      "suite": "webfetch",
+      "id": "video-blender-release"
+    },
+    {
+      "suite": "webfetch",
+      "id": "web-retail-returns"
+    }
+  ],
+  "excluded": [
+    {
+      "suite": "webfetch",
+      "id": "challenge-01",
+      "reason": "Outside the requested 530-task report population."
+    },
+    {
+      "suite": "webfetch",
+      "id": "challenge-02",
+      "reason": "Outside the requested 530-task report population."
+    },
+    {
+      "suite": "webfetch",
+      "id": "challenge-03",
+      "reason": "Outside the requested 530-task report population."
+    },
+    {
+      "suite": "webfetch",
+      "id": "challenge-04",
+      "reason": "Outside the requested 530-task report population."
+    },
+    {
+      "suite": "webfetch",
+      "id": "challenge-05",
+      "reason": "Outside the requested 530-task report population."
+    },
+    {
+      "suite": "webfetch",
+      "id": "challenge-06",
+      "reason": "Outside the requested 530-task report population."
+    },
+    {
+      "suite": "webfetch",
+      "id": "challenge-07",
+      "reason": "Outside the requested 530-task report population."
+    },
+    {
+      "suite": "webfetch",
+      "id": "challenge-08",
+      "reason": "Outside the requested 530-task report population."
+    },
+    {
+      "suite": "webfetch",
+      "id": "challenge-09",
+      "reason": "Outside the requested 530-task report population."
+    },
+    {
+      "suite": "webfetch",
+      "id": "challenge-10-justwatch",
+      "reason": "Outside the requested 530-task report population."
+    },
+    {
+      "suite": "webfetch",
+      "id": "dynamic-quotes-api",
+      "reason": "Retain the corresponding dynamic-content task, without counting the webfetch entry again."
+    },
+    {
+      "suite": "webfetch",
+      "id": "dynamic-products-api",
+      "reason": "Retain the corresponding dynamic-content task, without counting the webfetch entry again."
+    },
+    {
+      "suite": "webfetch",
+      "id": "dynamic-catalog",
+      "reason": "Retain the corresponding dynamic-content task, without counting the webfetch entry again."
+    },
+    {
+      "suite": "webfetch",
+      "id": "dynamic-delayed",
+      "reason": "Retain the corresponding dynamic-content task, without counting the webfetch entry again."
+    },
+    {
+      "suite": "webfetch",
+      "id": "dynamic-reviews-graphql",
+      "reason": "Retain the corresponding dynamic-content task, without counting the webfetch entry again."
+    },
+    {
+      "suite": "webfetch",
+      "id": "dynamic-react-cart",
+      "reason": "Retain the corresponding dynamic-content task, without counting the webfetch entry again."
+    },
+    {
+      "suite": "webfetch",
+      "id": "dynamic-angular-phones",
+      "reason": "Retain the corresponding dynamic-content task, without counting the webfetch entry again."
+    },
+    {
+      "suite": "webfetch",
+      "id": "dynamic-swagger",
+      "reason": "Retain the corresponding dynamic-content task, without counting the webfetch entry again."
+    },
+    {
+      "suite": "webfetch",
+      "id": "dynamic-product-reviews",
+      "reason": "Retain the corresponding dynamic-content task, without counting the webfetch entry again."
+    },
+    {
+      "suite": "webfetch",
+      "id": "dynamic-iframe",
+      "reason": "Retain the corresponding dynamic-content task, without counting the webfetch entry again."
+    }
+  ],
+  "compatibility": "New population and task contract; evaluate separately from existing released editions.",
+  "existing_editions": "Unchanged; this selection does not delete their frozen task definitions."
+}

tools/task_population.py

@@ -0,0 +1,76 @@
+"""Validate and select the proposed population without altering frozen editions.
+
+Selection operates on already resolved task records, after applying the proposed
+revision once. It never applies revisions or substitutes another suite's task.
+"""
+from collections import Counter
+from hashlib import sha256
+import json
+from pathlib import Path
+
+POPULATION = 'definitions/populations/primary-content-20261103.json'
+
+
+def identities(rows):
+    keys = [(row['suite'], row['id']) for row in rows]
+    if len(keys) != len(set(keys)):
+        raise ValueError('Duplicate suite/task identity')
+    return keys
+
+
+def validate(root, specification=None):
+    root = Path(root).resolve()
+    spec = specification if specification is not None else json.loads((root / POPULATION).read_text())
+    if spec['schema_version'] != 1 or spec['kind'] != 'task_population_selection':
+        raise ValueError('Unsupported population schema')
+    if spec['revision'] != spec['id']:
+        raise ValueError('Population and revision must agree')
+    selected, excluded = identities(spec['cases']), identities(spec['excluded'])
+    if len(selected) != spec['task_count'] or dict(Counter(s for s, _ in selected)) != spec['suite_counts']:
+        raise ValueError('Population counts do not match selected tasks')
+    frozen = set()
+    for suite, binding in spec['frozen_task_bindings'].items():
+        path = (root / binding['path']).resolve()
+        if not path.is_relative_to(root / 'definitions'):
+            raise ValueError('Frozen source must be inside definitions')
+        raw = path.read_bytes()
+        if sha256(raw).hexdigest() != binding['sha256']:
+            raise ValueError('Frozen source hash mismatch: ' + suite)
+        rows = json.loads(raw)['cases']
+        keys = identities([{'suite': suite, 'id': row['id']} for row in rows])
+        frozen.update(keys)
+    if set(selected) & set(excluded) or set(selected) | set(excluded) != frozen:
+        raise ValueError('Selection and exclusions must partition the frozen tasks')
+    return spec
+
+
+def select(root, records, revision):
+    """Return selected resolved records; reject missing or unexpected inputs."""
+    spec = validate(root)
+    if revision != spec['revision']:
+        raise ValueError('Resolved records must use the selected revision')
+    records = list(records)
+    keys = identities(records)
+    wanted = identities(spec['cases'])
+    allowed = set(wanted) | set(identities(spec['excluded']))
+    if not set(wanted).issubset(keys) or not set(keys).issubset(allowed):
+        raise ValueError('Missing selected tasks or unexpected input tasks')
+    by_key = dict(zip(keys, records))
+    return [by_key[key] for key in wanted]
+
+
+def main(argv=None):
+    """Emit runner-compatible case IDs for one suite in the 530-task selection."""
+    import argparse
+    parser = argparse.ArgumentParser(description=__doc__)
+    parser.add_argument('--root', type=Path, default=Path(__file__).resolve().parents[1])
+    parser.add_argument('--suite', required=True, help='Suite to pass to the exporter and runner')
+    args = parser.parse_args(argv)
+    spec = validate(args.root)
+    if args.suite not in spec['suite_counts']:
+        parser.error('Unknown suite: ' + args.suite)
+    print(','.join(row['id'] for row in spec['cases'] if row['suite'] == args.suite))
+
+
+if __name__ == '__main__':
+    main()

tools/test_review_scope.py

@@ -0,0 +1,56 @@
+"""Guard the bounded PR scope and honest source-observation metadata."""
+from pathlib import Path
+from collections import Counter
+import json
+import unittest
+
+ROOT = Path(__file__).resolve().parents[1]
+REVISIONS = ROOT / 'definitions/annotation-revisions'
+
+
+class ReviewScopeTests(unittest.TestCase):
+    def setUp(self):
+        self.rationale = json.loads((REVISIONS / 'primary-content-20261103-rationale.json').read_text())
+        self.provenance = json.loads((REVISIONS / 'primary-content-20261103-provenance.json').read_text())
+        self.keys = {(c['suite'], c['case_id']) for c in self.rationale['changes']}
+
+    def test_scope_and_population(self):
+        self.assertEqual(len(self.keys), 64)
+        self.assertEqual(Counter(s for s, _ in self.keys),
+                         {'articles': 32, 'access-restrictions': 14, 'dynamic-content': 6, 'popular-sites': 12})
+        population = json.loads((ROOT / 'definitions/populations/primary-content-20261103.json').read_text())
+        self.assertLessEqual(self.keys, {(c['suite'], c['id']) for c in population['cases']})
+
+    def test_observations_cover_only_authorized_changes(self):
+        rows = self.provenance['current_source_observations']
+        self.assertEqual(len(rows), 64)
+        self.assertEqual({(c['suite'], c['case_id']) for c in rows}, self.keys)
+        for row in rows:
+            self.assertFalse(row['browser_visibility_verified'])
+            self.assertFalse(row['historical_capture'])
+            self.assertEqual(row['removed_anchor_count'],
+                             len(row['removed_anchor_ids_found_in_response']) +
+                             len(row['removed_anchor_ids_not_found_in_response']))
+        reviews = self.provenance['current_source_reviews']
+        self.assertEqual(len(reviews), 64)
+        self.assertEqual({(r['suite'], r['case_id']) for r in reviews}, self.keys)
+        for review in reviews:
+            self.assertIn((review['suite'], review['case_id']), self.keys)
+            self.assertFalse(review['raw_capture_published'])
+            self.assertTrue(review['limitations'])
+
+    def test_authored_content_counterexamples_remain_required(self):
+        expected = {
+            'dynamic-096-ar-real-cnn-world': ['phase1-stable-f25f4853e0d1'],
+            'article-025': ['stable-7'], 'article-095': ['stable-21'],
+            'article-027': ['stable-28'], 'article-028': ['stable-16'],
+            'article-066': ['stable-37'], 'article-067': ['stable-12'],
+            'article-076': ['stable-8'],
+            'article-093': ['stable-' + str(i) for i in range(20, 26)],
+        }
+        for case in self.rationale['changes']:
+            if case['case_id'] not in expected:
+                continue
+            diff = next(d for d in case['changes'] if d['path'] == '/acceptance_contract/stable_text_anchors')
+            retained = {a['id'] for a in diff['after']}
+            self.assertLessEqual(set(expected[case['case_id']]), retained)

tools/test_task_population.py

@@ -0,0 +1,80 @@
+"""Population selection must keep intended tasks and reject ambiguous inputs."""
+from copy import deepcopy
+from pathlib import Path
+import unittest
+from task_population import select, validate
+
+ROOT = Path(__file__).resolve().parents[1]
+
+
+class PopulationTests(unittest.TestCase):
+    def setUp(self):
+        self.spec = validate(ROOT)
+        self.records = self.spec['cases'] + self.spec['excluded']
+
+    def test_selection_matches_report_and_retains_dynamic_suite(self):
+        result = select(ROOT, self.records, self.spec['revision'])
+        self.assertEqual(len(result), 530)
+        self.assertIn({'suite': 'dynamic-content', 'id': 'dynamic-iframe'}, result)
+        self.assertNotIn(('webfetch', 'dynamic-iframe'), {(r['suite'], r['id']) for r in result})
+
+    def test_already_selected_input(self):
+        self.assertEqual(select(ROOT, self.spec['cases'], self.spec['revision']), self.spec['cases'])
+
+    def test_duplicate_rejected(self):
+        with self.assertRaises(ValueError):
+            select(ROOT, self.records + [self.records[0]], self.spec['revision'])
+
+    def test_missing_task_rejected(self):
+        with self.assertRaises(ValueError):
+            select(ROOT, self.records[1:], self.spec['revision'])
+
+    def test_unknown_task_rejected(self):
+        with self.assertRaises(ValueError):
+            select(ROOT, self.records + [{'suite': 'webfetch', 'id': 'unknown'}], self.spec['revision'])
+
+    def test_other_revision_rejected(self):
+        with self.assertRaises(ValueError):
+            select(ROOT, self.records, 'review-550-20261023')
+
+    def test_tampered_binding_rejected(self):
+        spec = deepcopy(self.spec)
+        spec['frozen_task_bindings']['webfetch']['sha256'] = '0' * 64
+        with self.assertRaises(ValueError):
+            validate(ROOT, spec)
+
+    def test_overlap_rejected(self):
+        spec = deepcopy(self.spec)
+        spec['excluded'][0] = spec['cases'][0]
+        with self.assertRaises(ValueError):
+            validate(ROOT, spec)
+
+    def test_wrong_count_rejected(self):
+        spec = deepcopy(self.spec)
+        spec['task_count'] = 550
+        with self.assertRaises(ValueError):
+            validate(ROOT, spec)
+
+
+class RunnerSelectionTests(unittest.TestCase):
+    def test_cli_selects_exactly_the_report_population(self):
+        import subprocess
+        import sys
+        spec = validate(ROOT)
+        actual = []
+        for suite, count in spec['suite_counts'].items():
+            command = [sys.executable, str(ROOT / 'tools/task_population.py'), '--suite', suite]
+            result = subprocess.run(command, check=True, text=True, capture_output=True)
+            ids = result.stdout.strip().split(',')
+            self.assertEqual(len(ids), count)
+            actual.extend((suite, identifier) for identifier in ids)
+        self.assertEqual(set(actual), {(r['suite'], r['id']) for r in spec['cases']})
+        self.assertEqual(len(actual), 530)
+
+    def test_cli_rejects_unknown_suite(self):
+        import subprocess
+        import sys
+        result = subprocess.run([sys.executable, str(ROOT / 'tools/task_population.py'),
+                                 '--suite', 'unknown'], text=True, capture_output=True)
+        self.assertNotEqual(result.returncode, 0)
+        self.assertEqual(result.stdout, '')