Commit graph

4694 commits

Author SHA1 Message Date
fcc2e32a29 leo: update contribution-architecture for Phase B taxonomy
The architecture doc still referenced the Phase A vocabulary (extractor /
sourcer / reviewer) after Phase B locked author / drafter / originator /
challenger / synthesizer / evaluator on 2026-04-26. This update aligns
the canonical doc with the live taxonomy enforced by Epimetheus's
writer-publisher gate.

Changes:
- Description and source updated to credit m3taversal + reflect Phase B
- Version history table now shows v0 / Phase A / Phase B columns
- "Five contribution roles" → "Six roles, five weighted" — adds drafter (zero
  weight, AI-only) and renames the writer role to author (human-only)
- Weights box updated: Challenger 0.35, Synthesizer 0.25, Evaluator 0.20,
  Originator 0.15, Author 0.05, Drafter 0.0
- Each role rationale rewritten to reflect the human-vs-agent split
- "Three types of contributors" → "Two kinds of contributor records"
  (humans + agents, with kind + display_name fields)
- Principal-agent attribution section explains how CI flows: agent drafts
  fire two events (drafter zero-weight, principal author 0.05); only the
  second moves the leaderboard
- Knowledge chain diagram updated with new role names
- Pipeline integration section reflects writer-publisher gate as the
  mechanical enforcement point
- contribution_events table called out as canonical source of truth
- CI evolution roadmap now shows Phase A retired, Phase B current
- Footer notes the 2026-04-28 update

Pentagon-Agent: Leo <D35C9237-A739-432E-A3DB-20D52D1577A9>
2026-04-27 15:05:33 +00:00
165553930f leo: schema additions + contributor cleanup
Some checks are pending
Mirror PR to Forgejo / mirror (pull_request) Waiting to run
schemas/claim.md:
- Add cross_references field with relation typing (depends_on / supports / challenged_by / cited_by / related)
- Add summary field for hover previews and link previews
- Document migration policy: legacy fields keep working, new claims author cross_references

schemas/contributor.md:
- Add display_name (authored, optional) and kind (computed: human | agent)
- Document the governance rule that agents only get sourcer/originator credit for pipeline PRs from their own research sessions
- Establish display rule: humans and agents render with same component geometry but never appear on the same ranked list

agents/leo/curation/homepage-rotation.json + .md:
- Strip 10 agent synthesizer attributions across the 9 claims (all were human-directed synthesis)
- Add operational note documenting the rule and the cleanup
- Each claim now lists m3taversal as the only contributor
- Oberon will strip the contributor row from the homepage carousel in a separate PR (data is preserved for the dossier)

Unblocks Claude Design's KB reader v0.1 (relation field was top of his gaps log) and the
contributor moment design surface he is working on now. Schema PR for review; m3ta approved
the cleanup direction in DM 2026-04-28.

Pentagon-Agent: Leo <D35C9237-A739-432E-A3DB-20D52D1577A9>
2026-04-27 12:30:43 +00:00
Teleo Agents
24f15e7c9b vida: extract claims from 2025-glp1-discontinuation-reinitiation-jama-open
Some checks are pending
Mirror PR to Forgejo / mirror (pull_request) Waiting to run
- Source: inbox/queue/2025-glp1-discontinuation-reinitiation-jama-open.md
- Domain: health
- Claims: 0, Entities: 0
- Enrichments: 4
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Vida <PIPELINE>
2026-04-27 08:20:28 +00:00
Teleo Agents
4c00f81437 auto-fix: strip 1 broken wiki links
Pipeline auto-fixer: removed [[ ]] brackets from links
that don't resolve to existing claims in the knowledge base.
2026-04-27 08:17:44 +00:00
Teleo Agents
bdfbd3abb1 leo: research session 2026-04-27 — 0
0 sources archived

Pentagon-Agent: Leo <HEADLESS>
2026-04-27 08:17:44 +00:00
Teleo Agents
651787627d leo: extract claims from 2026-04-27-terrestrial-energy-imsr-nrc-topical-report-april-2026
- Source: inbox/queue/2026-04-27-terrestrial-energy-imsr-nrc-topical-report-april-2026.md
- Domain: energy
- Claims: 0, Entities: 1
- Enrichments: 2
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Leo <PIPELINE>
2026-04-27 06:29:01 +00:00
Teleo Agents
2a06a59bbb astra: extract claims from 2026-04-27-starship-flight12-v3-debut-faa-gate-may-2026
- Source: inbox/queue/2026-04-27-starship-flight12-v3-debut-faa-gate-may-2026.md
- Domain: space-development
- Claims: 0, Entities: 0
- Enrichments: 3
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Astra <PIPELINE>
2026-04-27 06:28:04 +00:00
Teleo Agents
618497c38d astra: extract claims from 2026-04-27-new-glenn-be3u-root-cause-unknown-investigation-ongoing
- Source: inbox/queue/2026-04-27-new-glenn-be3u-root-cause-unknown-investigation-ongoing.md
- Domain: space-development
- Claims: 0, Entities: 0
- Enrichments: 2
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Astra <PIPELINE>
2026-04-27 06:25:31 +00:00
Teleo Agents
efa7cba67d astra: extract claims from 2026-04-27-lupex-jaxa-isro-lunar-water-ice-characterization-backup
- Source: inbox/queue/2026-04-27-lupex-jaxa-isro-lunar-water-ice-characterization-backup.md
- Domain: space-development
- Claims: 0, Entities: 1
- Enrichments: 2
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Astra <PIPELINE>
2026-04-27 06:24:23 +00:00
Teleo Agents
73aaa21d71 source: 2026-04-27-blue-origin-vandenberg-slc14-cape-pad2-multisite-strategy.md → null-result
Pentagon-Agent: Epimetheus <PIPELINE>
2026-04-27 06:23:06 +00:00
Teleo Agents
0589b9761c auto-fix: strip 1 broken wiki links
Pipeline auto-fixer: removed [[ ]] brackets from links
that don't resolve to existing claims in the knowledge base.
2026-04-27 06:22:11 +00:00
Teleo Agents
7b47528c0f astra: research session 2026-04-27 — 6 sources archived
Pentagon-Agent: Astra <HEADLESS>
2026-04-27 06:22:11 +00:00
Teleo Agents
74d8e5409a theseus: extract claims from 2026-04-27-theseus-b1-disconfirmation-april-2026-synthesis
- Source: inbox/queue/2026-04-27-theseus-b1-disconfirmation-april-2026-synthesis.md
- Domain: ai-alignment
- Claims: 0, Entities: 0
- Enrichments: 5
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Theseus <PIPELINE>
2026-04-27 04:26:45 +00:00
Teleo Agents
d5032a913b vida: extract claims from 2025-truveta-ispor-glp1-discontinuation-reasons
Some checks are pending
Mirror PR to Forgejo / mirror (pull_request) Waiting to run
- Source: inbox/queue/2025-truveta-ispor-glp1-discontinuation-reasons.md
- Domain: health
- Claims: 2, Entities: 0
- Enrichments: 4
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Vida <PIPELINE>
2026-04-27 04:24:43 +00:00
Teleo Agents
72aa587dd9 vida: extract claims from 2025-pmc-ai-recessionary-pressures-population-health
Some checks are pending
Mirror PR to Forgejo / mirror (pull_request) Waiting to run
- Source: inbox/queue/2025-pmc-ai-recessionary-pressures-population-health.md
- Domain: health
- Claims: 1, Entities: 0
- Enrichments: 1
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Vida <PIPELINE>
2026-04-27 04:23:15 +00:00
Teleo Agents
bd0035fc78 vida: extract claims from 2025-lancet-eclinmed-glp1-weight-regain-meta-analysis
- Source: inbox/queue/2025-lancet-eclinmed-glp1-weight-regain-meta-analysis.md
- Domain: health
- Claims: 0, Entities: 0
- Enrichments: 3
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Vida <PIPELINE>
2026-04-27 04:22:51 +00:00
Teleo Agents
bd8c0e0e44 vida: extract claims from 2025-jmir-glp1-digital-coaching-adherence-67pct
Some checks are pending
Mirror PR to Forgejo / mirror (pull_request) Waiting to run
- Source: inbox/queue/2025-jmir-glp1-digital-coaching-adherence-67pct.md
- Domain: health
- Claims: 1, Entities: 0
- Enrichments: 4
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Vida <PIPELINE>
2026-04-27 04:21:53 +00:00
Teleo Agents
2af80d6e37 vida: extract claims from 2025-ibi-chronic-conditions-workforce-575b-78pct
- Source: inbox/queue/2025-ibi-chronic-conditions-workforce-575b-78pct.md
- Domain: health
- Claims: 0, Entities: 1
- Enrichments: 2
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Vida <PIPELINE>
2026-04-27 04:20:40 +00:00
Teleo Agents
8634f51276 vida: extract claims from 2025-12-phti-employer-glp1-coverage-market-report
Some checks are pending
Mirror PR to Forgejo / mirror (pull_request) Waiting to run
- Source: inbox/queue/2025-12-phti-employer-glp1-coverage-market-report.md
- Domain: health
- Claims: 0, Entities: 1
- Enrichments: 3
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Vida <PIPELINE>
2026-04-27 04:19:09 +00:00
Teleo Agents
57c9136547 vida: research session 2026-04-27 — 8 sources archived
Pentagon-Agent: Vida <HEADLESS>
2026-04-27 04:16:26 +00:00
Teleo Agents
2d0b334568 source: 2026-04-27-tikr-netflix-subscriber-saturation-growth-slowdown.md → null-result
Pentagon-Agent: Epimetheus <PIPELINE>
2026-04-27 02:26:06 +00:00
Teleo Agents
4aaa6b9e31 clay: extract claims from 2026-04-27-sentiers-media-scifi-prediction-failure-survivorship-bias
- Source: inbox/queue/2026-04-27-sentiers-media-scifi-prediction-failure-survivorship-bias.md
- Domain: entertainment
- Claims: 0, Entities: 0
- Enrichments: 2
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Clay <PIPELINE>
2026-04-27 02:25:16 +00:00
Teleo Agents
7ff0714725 clay: extract claims from 2026-04-27-midia-research-paramount-skydance-ai-creation-core
- Source: inbox/queue/2026-04-27-midia-research-paramount-skydance-ai-creation-core.md
- Domain: entertainment
- Claims: 0, Entities: 1
- Enrichments: 2
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Clay <PIPELINE>
2026-04-27 02:24:41 +00:00
Teleo Agents
de6b3745da source: 2026-04-27-runway-aif-2026-festival-lincoln-center-april30.md → null-result
Pentagon-Agent: Epimetheus <PIPELINE>
2026-04-27 02:23:58 +00:00
Teleo Agents
4c75e89ad9 clay: extract claims from 2026-04-27-kavout-psky-masterstroke-debt-trap-three-pillars
- Source: inbox/queue/2026-04-27-kavout-psky-masterstroke-debt-trap-three-pillars.md
- Domain: entertainment
- Claims: 0, Entities: 0
- Enrichments: 3
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Clay <PIPELINE>
2026-04-27 02:23:13 +00:00
Teleo Agents
7945460256 rio: extract claims from 2026-04-26-rio-metadao-twap-settlement-regulatory-distinction
Some checks are pending
Mirror PR to Forgejo / mirror (pull_request) Waiting to run
- Source: inbox/queue/2026-04-26-rio-metadao-twap-settlement-regulatory-distinction.md
- Domain: internet-finance
- Claims: 1, Entities: 0
- Enrichments: 3
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Rio <PIPELINE>
2026-04-27 02:22:17 +00:00
Teleo Agents
c27b051840 source: 2026-04-27-hollywood-reporter-streamflation-netflix-youtube-pricing-ceiling.md → null-result
Pentagon-Agent: Epimetheus <PIPELINE>
2026-04-27 02:21:22 +00:00
Teleo Agents
a24a780112 clay: extract claims from 2026-04-27-clearwhitespace-creator-economy-breaking-people-burnout
Some checks are pending
Mirror PR to Forgejo / mirror (pull_request) Waiting to run
- Source: inbox/queue/2026-04-27-clearwhitespace-creator-economy-breaking-people-burnout.md
- Domain: entertainment
- Claims: 1, Entities: 0
- Enrichments: 3
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Clay <PIPELINE>
2026-04-27 02:19:44 +00:00
Teleo Agents
0a7fc54390 rio: extract claims from 2026-04-24-coindesk-cftc-new-york-lawsuit-coinbase-gemini
Some checks are pending
Mirror PR to Forgejo / mirror (pull_request) Waiting to run
- Source: inbox/queue/2026-04-24-coindesk-cftc-new-york-lawsuit-coinbase-gemini.md
- Domain: internet-finance
- Claims: 0, Entities: 1
- Enrichments: 3
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Rio <PIPELINE>
2026-04-27 02:18:47 +00:00
Teleo Agents
ee411ee101 clay: research session 2026-04-27 — 8 sources archived
Some checks are pending
Mirror PR to Forgejo / mirror (pull_request) Waiting to run
Pentagon-Agent: Clay <HEADLESS>
2026-04-27 02:16:02 +00:00
Teleo Agents
79c23fde57 reweave: merge 15 files via frontmatter union [auto] 2026-04-27 01:14:35 +00:00
Teleo Agents
ec19193208 theseus: extract claims from 2026-04-27-theseus-mythos-governance-paradox-synthesis
Some checks are pending
Mirror PR to Forgejo / mirror (pull_request) Waiting to run
- Source: inbox/queue/2026-04-27-theseus-mythos-governance-paradox-synthesis.md
- Domain: ai-alignment
- Claims: 1, Entities: 1
- Enrichments: 4
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Theseus <PIPELINE>
2026-04-27 00:21:09 +00:00
Teleo Agents
2aa303ce58 theseus: extract claims from 2026-04-27-theseus-governance-replacement-deadline-pattern
- Source: inbox/queue/2026-04-27-theseus-governance-replacement-deadline-pattern.md
- Domain: ai-alignment
- Claims: 1, Entities: 0
- Enrichments: 3
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Theseus <PIPELINE>
2026-04-27 00:19:07 +00:00
Teleo Agents
5b4a6f35ba reciprocal edges: 7 edges from 1 new claims 2026-04-27 00:17:37 +00:00
Teleo Agents
3b8221f855 backlink: update claims_extracted on 1 source(s) 2026-04-27 00:17:35 +00:00
Teleo Agents
69381eaa8e theseus: extract claims from 2026-04-27-theseus-aisi-independent-evaluation-as-governance-mechanism
Some checks are pending
Mirror PR to Forgejo / mirror (pull_request) Waiting to run
- Source: inbox/queue/2026-04-27-theseus-aisi-independent-evaluation-as-governance-mechanism.md
- Domain: ai-alignment
- Claims: 1, Entities: 0
- Enrichments: 2
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Theseus <PIPELINE>
2026-04-27 00:17:33 +00:00
Teleo Agents
58ec73b695 theseus: extract claims from 2026-04-27-theseus-ai-action-plan-biosecurity-synthesis
Some checks are pending
Mirror PR to Forgejo / mirror (pull_request) Waiting to run
- Source: inbox/queue/2026-04-27-theseus-ai-action-plan-biosecurity-synthesis.md
- Domain: ai-alignment
- Claims: 2, Entities: 0
- Enrichments: 1
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Theseus <PIPELINE>
2026-04-27 00:16:05 +00:00
83bc664eb4 theseus: research session 2026-04-27 — 5 sources archived
Pentagon-Agent: Theseus <HEADLESS>
2026-04-27 00:13:54 +00:00
Teleo Agents
3990d5e3fa rio: extract claims from 2026-04-25-wbay-wisconsin-sues-prediction-markets-gambling
- Source: inbox/queue/2026-04-25-wbay-wisconsin-sues-prediction-markets-gambling.md
- Domain: internet-finance
- Claims: 0, Entities: 2
- Enrichments: 4
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Rio <PIPELINE>
2026-04-26 22:20:15 +00:00
Teleo Agents
c3cb487468 rio: extract claims from 2026-04-24-ny-ag-38-ags-bipartisan-amicus-kalshi-massachusetts
Some checks are pending
Mirror PR to Forgejo / mirror (pull_request) Waiting to run
- Source: inbox/queue/2026-04-24-ny-ag-38-ags-bipartisan-amicus-kalshi-massachusetts.md
- Domain: internet-finance
- Claims: 1, Entities: 0
- Enrichments: 3
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Rio <PIPELINE>
2026-04-26 22:17:39 +00:00
Teleo Agents
2da36a5cbb rio: extract claims from 2026-04-24-cftc-9219-26-massachusetts-sjc-amicus-preemption
Some checks are pending
Mirror PR to Forgejo / mirror (pull_request) Waiting to run
- Source: inbox/queue/2026-04-24-cftc-9219-26-massachusetts-sjc-amicus-preemption.md
- Domain: internet-finance
- Claims: 2, Entities: 0
- Enrichments: 3
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Rio <PIPELINE>
2026-04-26 22:16:08 +00:00
Teleo Agents
fec43035dc rio: research session 2026-04-26 — 5 sources archived
Some checks are pending
Mirror PR to Forgejo / mirror (pull_request) Waiting to run
Pentagon-Agent: Rio <HEADLESS>
2026-04-26 22:14:30 +00:00
1a4f4540f1 leo: homepage rotation v3 — 9 load-bearing claims + click-to-expand schema
Replaces v2 25-claim worldview rotation with 9 load-bearing claims designed
as a click-to-expand argument tree. Schema extended to v3 with steelman,
evidence_claims[], counter_arguments[], and contributors[] per entry.

What changed:

- Stack reduced from 25 to 9. Each remaining claim does load-bearing work
  for the argument arc: stakes (1-3) -> opportunity asymmetry (4) -> why
  current path fails (5-7) -> what is missing (8) -> what we're building (9)
- Each claim carries a steelman (Daneel-authored, locked) that compresses
  the strongest version of the argument
- Evidence chain (3-4 canonical KB claims per claim, 28 total) — 14 are
  api_fetchable=true, 14 are foundations/core (Argus FOUND-001 ticket)
- Counter-arguments visible in expanded view (18 total, 2 per claim) — none
  yet have formal challenge claims in KB so tension_claim_slug=null for v3.0
- Contributors verified against /api/contributors/list 2026-04-26
- Attribution discipline: m3taversal as originator throughout (per
  governance rule on human-directed synthesis)

PR #4021 ships the only genuinely new claim needed (AI capability vs CI
funding asymmetry, foundations/collective-intelligence). The other two
claims I expected to draft (multipolar-failure, anthropic-economic-study)
already exist in the KB — Theseus extracted them on 2026-04-24.

Pentagon-Agent: Leo <D35C9237-A739-432E-A3DB-20D52D1577A9>
2026-04-26 14:20:21 +00:00
7a3a0d5007 leo: claim — AI capability vs CI funding asymmetry (~10,000:1)
Some checks failed
Mirror PR to Forgejo / mirror (pull_request) Has been cancelled
Drafts the canonical claim grounding homepage claim 4 ("Trillions on
capability, almost nothing on wisdom"). Sourced with specific funding
data: $270B AI VC 2025 (OECD) vs <$30M cumulative across pure-play CI
companies (Unanimous AI, Human Dx, Metaculus, Manifold).

Scope explicitly excludes prediction markets, alignment research, and
multi-agent AI systems — preempts the obvious counter-arguments by
defining what counts as the wisdom layer.

Pre-announces the claim through the homepage curation rotation (entry 4)
which previously cited this claim as needs-drafting. Sourcer attributed
to m3taversal per the governance rule (human-directed synthesis).

Pentagon-Agent: Leo <D35C9237-A739-432E-A3DB-20D52D1577A9>
2026-04-26 14:07:04 +00:00
Teleo Agents
4c7d2299b3 leo: research session 2026-04-26 — 0
0 sources archived

Pentagon-Agent: Leo <HEADLESS>
2026-04-26 08:08:11 +00:00
Teleo Agents
0ee61d86f5 vida: extract claims from 2026-04-15-clinical-ai-deskilling-2026-review-generational
- Source: inbox/queue/2026-04-15-clinical-ai-deskilling-2026-review-generational.md
- Domain: health
- Claims: 1, Entities: 0
- Enrichments: 5
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Vida <PIPELINE>
2026-04-26 04:25:07 +00:00
Teleo Agents
2021b5550d vida: extract claims from 2026-04-08-23andme-nature-glp1-pharmacogenomics
- Source: inbox/queue/2026-04-08-23andme-nature-glp1-pharmacogenomics.md
- Domain: health
- Claims: 1, Entities: 1
- Enrichments: 3
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Vida <PIPELINE>
2026-04-26 04:24:11 +00:00
Teleo Agents
7e06d3c3f4 vida: extract claims from 2025-12-16-icer-obesity-final-report-glp1-cost-effective-access
Some checks failed
Mirror PR to Forgejo / mirror (pull_request) Has been cancelled
- Source: inbox/queue/2025-12-16-icer-obesity-final-report-glp1-cost-effective-access.md
- Domain: health
- Claims: 0, Entities: 0
- Enrichments: 4
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Vida <PIPELINE>
2026-04-26 04:23:16 +00:00
Teleo Agents
fe1ab793ba vida: extract claims from 2025-12-01-who-glp1-obesity-guideline-conditional
- Source: inbox/queue/2025-12-01-who-glp1-obesity-guideline-conditional.md
- Domain: health
- Claims: 1, Entities: 0
- Enrichments: 4
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Vida <PIPELINE>
2026-04-26 04:21:47 +00:00
Teleo Agents
d6507cbfc0 vida: extract claims from 2025-10-15-health-affairs-hospital-pe-physician-prices
- Source: inbox/queue/2025-10-15-health-affairs-hospital-pe-physician-prices.md
- Domain: health
- Claims: 0, Entities: 0
- Enrichments: 3
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Vida <PIPELINE>
2026-04-26 04:19:40 +00:00