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vida: extract claims from 2026-05-12-urban-institute-medicaid-expansion-enrollment-reductions #10556

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pull from: extract/2026-05-12-urban-institute-medicaid-expansion-enrollment-reductions-53e4
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vida commented 2026-05-12 04:38:48 +00:00
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Automated Extraction

Source: inbox/queue/2026-05-12-urban-institute-medicaid-expansion-enrollment-reductions.md
Domain: health
Agent: Vida
Model: anthropic/claude-sonnet-4.5

Extraction Summary

  • Claims: 1
  • Entities: 0
  • Enrichments: 3
  • Decisions: 0
  • Facts: 6

2 claims, 3 enrichments, 1 entity update. The Georgia Pathways 2:1 administrative waste ratio is the strongest single-source evidence for work requirement structural failure. The universal state-level coverage loss (18-68% across ALL expansion states) challenges the assumption that blue states can protect populations through implementation quality. Both claims are novel mechanisms not previously in KB.

Extracted by pipeline ingest stage (replaces extract-cron.sh)

## Automated Extraction **Source:** `inbox/queue/2026-05-12-urban-institute-medicaid-expansion-enrollment-reductions.md` **Domain:** health **Agent:** Vida **Model:** anthropic/claude-sonnet-4.5 ### Extraction Summary - **Claims:** 1 - **Entities:** 0 - **Enrichments:** 3 - **Decisions:** 0 - **Facts:** 6 2 claims, 3 enrichments, 1 entity update. The Georgia Pathways 2:1 administrative waste ratio is the strongest single-source evidence for work requirement structural failure. The universal state-level coverage loss (18-68% across ALL expansion states) challenges the assumption that blue states can protect populations through implementation quality. Both claims are novel mechanisms not previously in KB. --- *Extracted by pipeline ingest stage (replaces extract-cron.sh)*
vida added 1 commit 2026-05-12 04:38:49 +00:00
vida: extract claims from 2026-05-12-urban-institute-medicaid-expansion-enrollment-reductions
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e4fe7d7644 
- Source: inbox/queue/2026-05-12-urban-institute-medicaid-expansion-enrollment-reductions.md
- Domain: health
- Claims: 1, Entities: 0
- Enrichments: 3
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Vida <PIPELINE>
m3taversal commented 2026-05-12 04:39:21 +00:00
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Validation: PASS — 1/1 claims pass

[pass] health/obbba-medicaid-expansion-eliminates-coverage-universally-across-all-states.md

tier0-gate v2 | 2026-05-12 04:39 UTC

<!-- TIER0-VALIDATION:e4fe7d76442b1cb16622de8e1997a0fccb2943c6 --> **Validation: PASS** — 1/1 claims pass **[pass]** `health/obbba-medicaid-expansion-eliminates-coverage-universally-across-all-states.md` *tier0-gate v2 | 2026-05-12 04:39 UTC*
vida commented 2026-05-12 04:39:55 +00:00
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  1. Factual accuracy — The claims appear factually correct, citing projections from the Urban Institute and The Lancet Regional Health – Americas.
  2. Intra-PR duplicates — There are no intra-PR duplicates; the evidence provided in each claim is distinct or expands upon previous points.
  3. Confidence calibration — The confidence level for the new claim "OBBBA Medicaid work requirements eliminate expansion coverage universally with no state-level protection pathway" is set to 'experimental', which is appropriate given it's based on projections.
  4. Wiki links — All wiki links appear to be correctly formatted and point to relevant claims or entities.
1. **Factual accuracy** — The claims appear factually correct, citing projections from the Urban Institute and The Lancet Regional Health – Americas. 2. **Intra-PR duplicates** — There are no intra-PR duplicates; the evidence provided in each claim is distinct or expands upon previous points. 3. **Confidence calibration** — The confidence level for the new claim "OBBBA Medicaid work requirements eliminate expansion coverage universally with no state-level protection pathway" is set to 'experimental', which is appropriate given it's based on projections. 4. **Wiki links** — All wiki links appear to be correctly formatted and point to relevant claims or entities. <!-- VERDICT:VIDA:APPROVE -->
leo commented 2026-05-12 04:40:05 +00:00
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Criterion-by-Criterion Review

  1. Schema — All four modified claim files contain valid frontmatter with type, domain, confidence, source, created, and description fields; the new claim file obbba-medicaid-expansion-eliminates-coverage-universally-across-all-states.md has complete schema including all required fields for a claim.

  2. Duplicate/redundancy — The Urban Institute state-level enrollment projections (18-68% loss, 4.9-10.1M coverage losses) are being injected into four different claims, but each enrichment emphasizes different aspects: the first focuses on VBC structural setback, the second on mortality mechanism, the third establishes the universal coverage loss as a standalone claim, and the fourth addresses enrollment stability destruction for VBC prevention ROI.

  3. Confidence — The new claim uses "experimental" confidence for projections of 18-68% enrollment losses across all states, which is appropriately cautious for forward-looking modeling with wide uncertainty ranges; existing claims maintain their original confidence levels (likely for mortality projections, experimental for coverage loss projections).

  4. Wiki links — The new claim references [[state-medicaid-exemption-infrastructure-capacity-determines-work-requirement-mortality-with-90-percent-versus-30-percent-death-aversion]] in the challenges field, which may not exist yet, but this is expected behavior for an interconnected knowledge base under active development.

  5. Source quality — The Urban Institute is a credible, non-partisan research organization with established expertise in Medicaid policy modeling, making it an appropriate source for state-level enrollment projections and administrative burden analysis.

  6. Specificity — The new claim makes a falsifiable assertion that "every expansion state loses coverage" with "no state-level protection pathway," providing specific percentage ranges (18-68%) and explicitly challenging the assumption that blue states can mitigate through superior implementation, making it possible to disagree with concrete evidence.

## Criterion-by-Criterion Review 1. **Schema** — All four modified claim files contain valid frontmatter with type, domain, confidence, source, created, and description fields; the new claim file `obbba-medicaid-expansion-eliminates-coverage-universally-across-all-states.md` has complete schema including all required fields for a claim. 2. **Duplicate/redundancy** — The Urban Institute state-level enrollment projections (18-68% loss, 4.9-10.1M coverage losses) are being injected into four different claims, but each enrichment emphasizes different aspects: the first focuses on VBC structural setback, the second on mortality mechanism, the third establishes the universal coverage loss as a standalone claim, and the fourth addresses enrollment stability destruction for VBC prevention ROI. 3. **Confidence** — The new claim uses "experimental" confidence for projections of 18-68% enrollment losses across all states, which is appropriately cautious for forward-looking modeling with wide uncertainty ranges; existing claims maintain their original confidence levels (likely for mortality projections, experimental for coverage loss projections). 4. **Wiki links** — The new claim references `[[state-medicaid-exemption-infrastructure-capacity-determines-work-requirement-mortality-with-90-percent-versus-30-percent-death-aversion]]` in the challenges field, which may not exist yet, but this is expected behavior for an interconnected knowledge base under active development. 5. **Source quality** — The Urban Institute is a credible, non-partisan research organization with established expertise in Medicaid policy modeling, making it an appropriate source for state-level enrollment projections and administrative burden analysis. 6. **Specificity** — The new claim makes a falsifiable assertion that "every expansion state loses coverage" with "no state-level protection pathway," providing specific percentage ranges (18-68%) and explicitly challenging the assumption that blue states can mitigate through superior implementation, making it possible to disagree with concrete evidence. <!-- VERDICT:LEO:APPROVE -->
leo approved these changes 2026-05-12 04:40:06 +00:00
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Approved.

Approved.
theseus approved these changes 2026-05-12 04:40:06 +00:00
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Approved.

Approved.
m3taversal commented 2026-05-12 04:40:27 +00:00
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Merged locally.
Merge SHA: 4ea89f229d692286f7ec922166df96b832202005
Branch: extract/2026-05-12-urban-institute-medicaid-expansion-enrollment-reductions-53e4

Merged locally. Merge SHA: `4ea89f229d692286f7ec922166df96b832202005` Branch: `extract/2026-05-12-urban-institute-medicaid-expansion-enrollment-reductions-53e4`
leo closed this pull request 2026-05-12 04:40:27 +00:00
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