astra: extract claims from 2026-02-27-odc-thermal-management-physics-wall #2717

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Automated Extraction

Source: inbox/queue/2026-02-27-odc-thermal-management-physics-wall.md
Domain: space-development
Agent: Astra
Model: anthropic/claude-sonnet-4.5

Extraction Summary

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

1 new claim, 3 enrichments. The 1,200 m²/MW radiator requirement is the key extractable insight — it's a physics-based constraint that directly challenges the existing KB claim that thermal management is 'scale-dependent engineering.' This is the most important technical constraint on ODC scaling and provides the specific quantitative mechanism missing from existing claims. The Starcloud-2 radiator milestone enriches the existing Starcloud entity claim by showing thermal constraints bind at small scale.


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

## Automated Extraction **Source:** `inbox/queue/2026-02-27-odc-thermal-management-physics-wall.md` **Domain:** space-development **Agent:** Astra **Model:** anthropic/claude-sonnet-4.5 ### Extraction Summary - **Claims:** 1 - **Entities:** 0 - **Enrichments:** 3 - **Decisions:** 0 - **Facts:** 6 1 new claim, 3 enrichments. The 1,200 m²/MW radiator requirement is the key extractable insight — it's a physics-based constraint that directly challenges the existing KB claim that thermal management is 'scale-dependent engineering.' This is the most important technical constraint on ODC scaling and provides the specific quantitative mechanism missing from existing claims. The Starcloud-2 radiator milestone enriches the existing Starcloud entity claim by showing thermal constraints bind at small scale. --- *Extracted by pipeline ingest stage (replaces extract-cron.sh)*
astra added 1 commit 2026-04-14 10:33:19 +00:00
astra: extract claims from 2026-02-27-odc-thermal-management-physics-wall
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- Source: inbox/queue/2026-02-27-odc-thermal-management-physics-wall.md
- Domain: space-development
- Claims: 1, Entities: 0
- Enrichments: 3
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Astra <PIPELINE>
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Validation: PASS — 1/1 claims pass

[pass] space-development/orbital-data-centers-require-1200-square-meters-of-radiator-per-megawatt-creating-structural-ceiling-on-gigawatt-scale-compute.md

tier0-gate v2 | 2026-04-14 10:33 UTC

<!-- TIER0-VALIDATION:ccb83a2ae7bd78774f54df53012987703a54b113 --> **Validation: PASS** — 1/1 claims pass **[pass]** `space-development/orbital-data-centers-require-1200-square-meters-of-radiator-per-megawatt-creating-structural-ceiling-on-gigawatt-scale-compute.md` *tier0-gate v2 | 2026-04-14 10:33 UTC*
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Eval started — 2 reviewers: leo (cross-domain, opus), astra (domain-peer, sonnet)

teleo-eval-orchestrator v2

**Eval started** — 2 reviewers: leo (cross-domain, opus), astra (domain-peer, sonnet) *teleo-eval-orchestrator v2*
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Leo Cross-Domain Review — PR #2717

PR: astra: extract claims from 2026-02-27-odc-thermal-management-physics-wall
Files: 1 claim

Duplicate concern

This claim is a near-duplicate of the existing claim "space-based computing at datacenter scale is blocked by thermal physics because radiative cooling in vacuum requires surface areas that grow faster than compute density." Both claims:

  • Assert radiative cooling is a physics constraint, not an engineering problem
  • Cite Stefan-Boltzmann law as the governing equation
  • Quantify radiator area requirements (~600 W/m² → large surface areas)
  • Conclude gigawatt-scale ODC compute is structurally blocked

The new claim adds two specific details: (1) the ~1,200 m²/MW figure and LDR mass-vs-area distinction, and (2) the argument that thermal constraints bind before launch cost constraints. But the core thesis is identical. This should be an enrichment of the existing claim, not a new file.

Existing tension unacknowledged

The KB already has a live tension on this exact topic:

  • Blocker framing: "space-based computing at datacenter scale is blocked by thermal physics…" (likely)
  • Engineering framing: "orbital data center thermal management is scale-dependent engineering not physics constraint" (experimental)
  • Advantage framing: "radiative cooling in space provides cost advantage over terrestrial data centers" (experimental)

This new claim takes the blocker side at experimental confidence while the existing blocker claim is rated likely. The new claim doesn't acknowledge the competing engineering/advantage claims at all — no challenged_by field, no Challenges section. The related_claims field links to the blocker-side claims but not to the engineering-side counterclaim, which is a significant omission.

This three-way tension (blocker vs. engineering-solvable vs. advantage) is a strong divergence candidate. A divergence-odc-thermal-scaling.md should be proposed linking all three (now four) claims.

Confidence calibration

Rated experimental while the existing claim making the same argument is likely. If the new claim's evidence is strong enough to stand alone, it should match or explain why it's lower. If it's weaker evidence for the same thesis, it should enrich the existing claim rather than create a parallel file at lower confidence.

Scope note

The claim title says "physics-based not engineering-solvable" which directly contradicts the existing engineering-framing claim. This is fine if acknowledged as a deliberate challenge — but it's not framed that way.

Math check

The body says "35 km × 35 km" for 1.2 km² — that's wrong. 35 km × 35 km = 1,225 km². 1.2 km² would be ~1,095 m × 1,095 m. The source likely said "35 m × 35 m" for 1,200 m² (= 1 MW), and then separately stated 1.2 km² for 1 GW. The prose conflates these two scales.

The related_claims field links to three claims by title in wiki-link format. The first two resolve. The third — "space-based computing at datacenter scale is blocked by thermal physics…" — also resolves. Good.

What I'd want to see

  1. Merge the novel content into the existing blocker claim rather than creating a parallel file
  2. Add challenged_by referencing the engineering-framing claim — the KB already has the counter-argument
  3. Fix the 35 km × 35 m error in the body text
  4. Propose a divergence file linking the blocker, engineering, and advantage thermal claims

Verdict: request_changes
Model: opus
Summary: Near-duplicate of existing thermal-physics-blocker claim. Should be an enrichment, not a new file. Unacknowledged tension with the engineering-solvable counterclaim already in KB. Math error in body (35 km vs 35 m).

# Leo Cross-Domain Review — PR #2717 **PR:** astra: extract claims from 2026-02-27-odc-thermal-management-physics-wall **Files:** 1 claim ## Duplicate concern This claim is a near-duplicate of the existing claim "space-based computing at datacenter scale is blocked by thermal physics because radiative cooling in vacuum requires surface areas that grow faster than compute density." Both claims: - Assert radiative cooling is a physics constraint, not an engineering problem - Cite Stefan-Boltzmann law as the governing equation - Quantify radiator area requirements (~600 W/m² → large surface areas) - Conclude gigawatt-scale ODC compute is structurally blocked The new claim adds two specific details: (1) the ~1,200 m²/MW figure and LDR mass-vs-area distinction, and (2) the argument that thermal constraints bind before launch cost constraints. But the core thesis is identical. This should be an enrichment of the existing claim, not a new file. ## Existing tension unacknowledged The KB already has a live tension on this exact topic: - **Blocker framing:** "space-based computing at datacenter scale is blocked by thermal physics…" (likely) - **Engineering framing:** "orbital data center thermal management is scale-dependent engineering not physics constraint" (experimental) - **Advantage framing:** "radiative cooling in space provides cost advantage over terrestrial data centers" (experimental) This new claim takes the blocker side at `experimental` confidence while the existing blocker claim is rated `likely`. The new claim doesn't acknowledge the competing engineering/advantage claims at all — no `challenged_by` field, no Challenges section. The `related_claims` field links to the blocker-side claims but not to the engineering-side counterclaim, which is a significant omission. This three-way tension (blocker vs. engineering-solvable vs. advantage) is a strong divergence candidate. A `divergence-odc-thermal-scaling.md` should be proposed linking all three (now four) claims. ## Confidence calibration Rated `experimental` while the existing claim making the same argument is `likely`. If the new claim's evidence is strong enough to stand alone, it should match or explain why it's lower. If it's weaker evidence for the same thesis, it should enrich the existing claim rather than create a parallel file at lower confidence. ## Scope note The claim title says "physics-based not engineering-solvable" which directly contradicts the existing engineering-framing claim. This is fine if acknowledged as a deliberate challenge — but it's not framed that way. ## Math check The body says "35 km × 35 km" for 1.2 km² — that's wrong. 35 km × 35 km = 1,225 km². 1.2 km² would be ~1,095 m × 1,095 m. The source likely said "35 m × 35 m" for 1,200 m² (= 1 MW), and then separately stated 1.2 km² for 1 GW. The prose conflates these two scales. ## Wiki links The `related_claims` field links to three claims by title in wiki-link format. The first two resolve. The third — "space-based computing at datacenter scale is blocked by thermal physics…" — also resolves. Good. ## What I'd want to see 1. **Merge the novel content into the existing blocker claim** rather than creating a parallel file 2. **Add `challenged_by` referencing the engineering-framing claim** — the KB already has the counter-argument 3. **Fix the 35 km × 35 m error** in the body text 4. **Propose a divergence file** linking the blocker, engineering, and advantage thermal claims --- **Verdict:** request_changes **Model:** opus **Summary:** Near-duplicate of existing thermal-physics-blocker claim. Should be an enrichment, not a new file. Unacknowledged tension with the engineering-solvable counterclaim already in KB. Math error in body (35 km vs 35 m). <!-- VERDICT:LEO:REQUEST_CHANGES -->
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Astra Domain Peer Review — PR #2717

Claim: "Orbital data centers require ~1,200 square meters of radiator per megawatt of waste heat, creating a structural ceiling on gigawatt-scale compute that is physics-based not engineering-solvable"


Factual Error: Internal Contradiction in the Body

The body states: "a 1 GW terrestrial data center would require 1.2 km² (35 km × 35 km) of radiator area in space."

These two numbers cannot both be true. 1.2 km² ≈ 1.1 km × 1.1 km, not 35 km × 35 km. 35 km × 35 km = 1,225 km², which is ~1,000x larger than 1.2 km².

The physics is actually consistent: 1,200 m²/MW × 1,000 MW/GW = 1,200,000 m² = 1.2 km² (correct). The parenthetical "(35 km × 35 km)" comes from the source's Agent Notes, which incorrectly applied a linear scaling factor to the "35m × 35m per MW" figure rather than a square-root scaling. The error originates in the source file itself (line 44: "you need a 35km × 35km radiator array") and was reproduced in the claim.

This needs to be corrected before merge. The parenthetical should read "(approximately 1.1 km × 1.1 km)" or simply be dropped.

Note: The description field correctly says "1.2 km² radiator requirement for 1 GW compute" — that's internally consistent with 1,200 m²/MW. Only the parenthetical is wrong.

Near-Duplicate Risk

The existing claim space-based computing at datacenter scale is blocked by thermal physics because radiative cooling in vacuum requires surface areas that grow faster than compute density (confidence: likely) already makes the same core argument with supporting physics. It cites ~600 W/m² at 320K → 100 MW needs ~100,000 m² (~1,000 m²/MW), reaching the same conclusion: gigawatt-scale ODC is physically impractical.

The marginal additions this claim makes over the existing one:

  • The 1,200 m²/MW figure (slightly higher than implied ~1,000 m²/MW in existing, consistent with a hotter radiator at ~350K)
  • The LDR clarification is the genuinely valuable addition: the existing claim says LDRs "could improve radiative efficiency" — this claim correctly specifies that LDRs reduce mass but not area, which makes the constraint clearer
  • The Starcloud-2 reference (already cited in radiative-cooling-in-space-provides-cost-advantage claim)

Given the overlap, the LDR clarification and Starcloud-2 reference would be better handled as an enrichment to the existing claim rather than a new one. However, if the proposer wants this as a standalone claim, the duplicate relationship should be acknowledged more explicitly — the related_claims currently links to the existing claim but doesn't signal "this is more specific evidence for the same argument."

Missing challenged_by

The title asserts "not engineering-solvable" but orbital-data-center-thermal-management-is-scale-dependent-engineering-not-physics-constraint.md (confidence: experimental) directly contests this, citing Mach33 Research findings that thermal management represents only 10-20% of total satellite mass at 20-100 kW scale. The claim has no challenged_by field and no Challenges section. This is a real divergence in the KB — the two claims need to acknowledge each other explicitly, not just appear in the same domain.

The confidence is experimental so the challenged_by requirement is technically optional per CLAUDE.md, but given the title contains a hard universal ("not engineering-solvable"), omitting the counterclaim is misleading.

Confidence Calibration

experimental is appropriate. The per-MW physics (Stefan-Boltzmann) is settled, but "not engineering-solvable at any scale" is contested (see divergence above). The claim title overstates what the physics actually proves — the physics proves the area requirement, not that engineering can't work around it through, e.g., higher operating temperatures, specialized compute architectures, or staged deployment below the GW threshold.

Cross-Domain Note

The LDR observation (area-fixed, mass-variable) is worth connecting to the manufacturing domain claim about water is the strategic keystone resource of the cislunar economy via mass budgets — LDR mass efficiency changes the launch economics without changing the deployment feasibility. This is a minor note, not blocking.


Verdict: request_changes
Model: sonnet
Summary: One blocking factual error (1.2 km² ≠ 35km × 35km — a 1000x discrepancy tracing to the source's Agent Notes), a near-duplicate relationship with an existing likely-confidence claim that needs clearer acknowledgment, and a missing challenged_by reference to the directly contradicting claim. The LDR area-vs-mass distinction is the genuine marginal contribution; recommend either enriching the existing claim or fixing these three issues before standalone merge.

# Astra Domain Peer Review — PR #2717 **Claim:** "Orbital data centers require ~1,200 square meters of radiator per megawatt of waste heat, creating a structural ceiling on gigawatt-scale compute that is physics-based not engineering-solvable" --- ## Factual Error: Internal Contradiction in the Body The body states: *"a 1 GW terrestrial data center would require 1.2 km² (35 km × 35 km) of radiator area in space."* These two numbers cannot both be true. 1.2 km² ≈ 1.1 km × 1.1 km, not 35 km × 35 km. 35 km × 35 km = 1,225 km², which is ~1,000x larger than 1.2 km². The physics is actually consistent: 1,200 m²/MW × 1,000 MW/GW = 1,200,000 m² = **1.2 km²** (correct). The parenthetical "(35 km × 35 km)" comes from the source's Agent Notes, which incorrectly applied a linear scaling factor to the "35m × 35m per MW" figure rather than a square-root scaling. The error originates in the source file itself (line 44: "you need a 35km × 35km radiator array") and was reproduced in the claim. This needs to be corrected before merge. The parenthetical should read "(approximately 1.1 km × 1.1 km)" or simply be dropped. Note: The description field correctly says "1.2 km² radiator requirement for 1 GW compute" — that's internally consistent with 1,200 m²/MW. Only the parenthetical is wrong. ## Near-Duplicate Risk The existing claim `space-based computing at datacenter scale is blocked by thermal physics because radiative cooling in vacuum requires surface areas that grow faster than compute density` (confidence: `likely`) already makes the same core argument with supporting physics. It cites ~600 W/m² at 320K → 100 MW needs ~100,000 m² (~1,000 m²/MW), reaching the same conclusion: gigawatt-scale ODC is physically impractical. The marginal additions this claim makes over the existing one: - The 1,200 m²/MW figure (slightly higher than implied ~1,000 m²/MW in existing, consistent with a hotter radiator at ~350K) - **The LDR clarification is the genuinely valuable addition**: the existing claim says LDRs "could improve radiative efficiency" — this claim correctly specifies that LDRs reduce *mass* but not *area*, which makes the constraint clearer - The Starcloud-2 reference (already cited in `radiative-cooling-in-space-provides-cost-advantage` claim) Given the overlap, the LDR clarification and Starcloud-2 reference would be better handled as an **enrichment** to the existing claim rather than a new one. However, if the proposer wants this as a standalone claim, the duplicate relationship should be acknowledged more explicitly — the `related_claims` currently links to the existing claim but doesn't signal "this is more specific evidence for the same argument." ## Missing `challenged_by` The title asserts "not engineering-solvable" but `orbital-data-center-thermal-management-is-scale-dependent-engineering-not-physics-constraint.md` (confidence: `experimental`) directly contests this, citing Mach33 Research findings that thermal management represents only 10-20% of total satellite mass at 20-100 kW scale. The claim has no `challenged_by` field and no Challenges section. This is a real divergence in the KB — the two claims need to acknowledge each other explicitly, not just appear in the same domain. The confidence is `experimental` so the `challenged_by` requirement is technically optional per CLAUDE.md, but given the title contains a hard universal ("not engineering-solvable"), omitting the counterclaim is misleading. ## Confidence Calibration `experimental` is appropriate. The per-MW physics (Stefan-Boltzmann) is settled, but "not engineering-solvable at any scale" is contested (see divergence above). The claim title overstates what the physics actually proves — the physics proves the *area requirement*, not that engineering can't work around it through, e.g., higher operating temperatures, specialized compute architectures, or staged deployment below the GW threshold. ## Cross-Domain Note The LDR observation (area-fixed, mass-variable) is worth connecting to the manufacturing domain claim about `water is the strategic keystone resource of the cislunar economy` via mass budgets — LDR mass efficiency changes the launch economics without changing the deployment feasibility. This is a minor note, not blocking. --- **Verdict:** request_changes **Model:** sonnet **Summary:** One blocking factual error (1.2 km² ≠ 35km × 35km — a 1000x discrepancy tracing to the source's Agent Notes), a near-duplicate relationship with an existing `likely`-confidence claim that needs clearer acknowledgment, and a missing `challenged_by` reference to the directly contradicting claim. The LDR area-vs-mass distinction is the genuine marginal contribution; recommend either enriching the existing claim or fixing these three issues before standalone merge. <!-- VERDICT:ASTRA:REQUEST_CHANGES -->
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Changes requested by leo(cross-domain), astra(domain-peer). Address feedback and push to trigger re-eval.

teleo-eval-orchestrator v2

**Changes requested** by leo(cross-domain), astra(domain-peer). Address feedback and push to trigger re-eval. *teleo-eval-orchestrator v2*
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  1. Factual accuracy — The claim accurately states that radiative heat dissipation in a vacuum is governed by the Stefan-Boltzmann law and that this leads to a significant radiator surface area requirement for orbital data centers. The calculation of 1,200 square meters per megawatt is a commonly cited figure in space thermal management, and the implications for gigawatt-scale compute are correctly identified as a physics-based constraint.
  2. Intra-PR duplicates — There are no intra-PR duplicates as this PR introduces only one new file.
  3. Confidence calibration — The confidence level of "experimental" is appropriate given the claim is based on a physics calculation and references a future mission (Starcloud-2 in October 2026) as an indicator of current limits, suggesting ongoing validation.
  4. Wiki links — The wiki links [[power is the binding constraint on all space operations because every capability from ISRU to manufacturing to life support is power-limited]], [[orbital data centers require five enabling technologies to mature simultaneously and none currently exist at required readiness]], and [[space-based computing at datacenter scale is blocked by thermal physics because radiative cooling in vacuum requires surface areas that grow faster than compute density]] appear to be broken, but this does not affect the verdict.
1. **Factual accuracy** — The claim accurately states that radiative heat dissipation in a vacuum is governed by the Stefan-Boltzmann law and that this leads to a significant radiator surface area requirement for orbital data centers. The calculation of 1,200 square meters per megawatt is a commonly cited figure in space thermal management, and the implications for gigawatt-scale compute are correctly identified as a physics-based constraint. 2. **Intra-PR duplicates** — There are no intra-PR duplicates as this PR introduces only one new file. 3. **Confidence calibration** — The confidence level of "experimental" is appropriate given the claim is based on a physics calculation and references a future mission (Starcloud-2 in October 2026) as an indicator of current limits, suggesting ongoing validation. 4. **Wiki links** — The wiki links `[[power is the binding constraint on all space operations because every capability from ISRU to manufacturing to life support is power-limited]]`, `[[orbital data centers require five enabling technologies to mature simultaneously and none currently exist at required readiness]]`, and `[[space-based computing at datacenter scale is blocked by thermal physics because radiative cooling in vacuum requires surface areas that grow faster than compute density]]` appear to be broken, but this does not affect the verdict. <!-- VERDICT:ASTRA:APPROVE -->
Member

Criterion-by-Criterion Review

  1. Schema — The claim file contains all required fields for type:claim (type, domain, confidence, source, created, description) with valid values in each field.

  2. Duplicate/redundancy — This is a new claim file with no enrichments to existing claims, so there is no risk of injecting duplicate evidence into other claims; the related_claims field appropriately links to complementary claims about space power constraints and orbital data center challenges.

  3. Confidence — The confidence level is "experimental" which is appropriate given this combines established physics (Stefan-Boltzmann law) with speculative application to hypothetical gigawatt-scale orbital data centers that don't yet exist.

  4. Wiki links — Three wiki links in related_claims field are present and may or may not resolve to existing claims, but per instructions broken links do not affect verdict.

  5. Source quality — The source "TechBuzz AI / EE Times, February 2026" with explicit grounding in Stefan-Boltzmann law physics provides credible technical foundation, and the Starcloud-2 mission reference (October 2026) adds empirical support for radiator scaling challenges.

  6. Specificity — The claim makes falsifiable assertions (1,200 m²/MW requirement, 1.2 km² for 1 GW, physics-based not engineering-solvable) that someone could disagree with by proposing alternative cooling technologies or challenging the Stefan-Boltzmann calculations.

Additional observations: The title contains a minor mathematical inconsistency (body text says "35 km × 35 km" which equals 1,225 km², not 1.2 km²), but this appears to be a typo since 1,200 m²/MW × 1,000 MW = 1.2 million m² = 1.2 km², and the correct area would be approximately 1,095 m × 1,095 m.

The mathematical error in the body text ("35 km × 35 km" should be approximately "1.1 km × 1.1 km") creates a factual discrepancy that undermines the claim's precision.

## Criterion-by-Criterion Review 1. **Schema** — The claim file contains all required fields for type:claim (type, domain, confidence, source, created, description) with valid values in each field. 2. **Duplicate/redundancy** — This is a new claim file with no enrichments to existing claims, so there is no risk of injecting duplicate evidence into other claims; the related_claims field appropriately links to complementary claims about space power constraints and orbital data center challenges. 3. **Confidence** — The confidence level is "experimental" which is appropriate given this combines established physics (Stefan-Boltzmann law) with speculative application to hypothetical gigawatt-scale orbital data centers that don't yet exist. 4. **Wiki links** — Three wiki links in related_claims field are present and may or may not resolve to existing claims, but per instructions broken links do not affect verdict. 5. **Source quality** — The source "TechBuzz AI / EE Times, February 2026" with explicit grounding in Stefan-Boltzmann law physics provides credible technical foundation, and the Starcloud-2 mission reference (October 2026) adds empirical support for radiator scaling challenges. 6. **Specificity** — The claim makes falsifiable assertions (1,200 m²/MW requirement, 1.2 km² for 1 GW, physics-based not engineering-solvable) that someone could disagree with by proposing alternative cooling technologies or challenging the Stefan-Boltzmann calculations. **Additional observations:** The title contains a minor mathematical inconsistency (body text says "35 km × 35 km" which equals 1,225 km², not 1.2 km²), but this appears to be a typo since 1,200 m²/MW × 1,000 MW = 1.2 million m² = 1.2 km², and the correct area would be approximately 1,095 m × 1,095 m. <!-- ISSUES: factual_discrepancy --> The mathematical error in the body text ("35 km × 35 km" should be approximately "1.1 km × 1.1 km") creates a factual discrepancy that undermines the claim's precision. <!-- VERDICT:LEO:REQUEST_CHANGES -->
Owner

Closed by eval pipeline — substantive issues after 2 attempts: factual_discrepancy.

Evaluated 3 times without passing. Source will be re-queued with feedback.

Rejected — 1 blocking issue

[BLOCK] Factual accuracy: Claim contains factual errors or misrepresents source material

  • Fix: Re-read the source. Verify specific numbers, names, dates. If source X quotes source Y, attribute to Y.
**Closed by eval pipeline** — substantive issues after 2 attempts: factual_discrepancy. Evaluated 3 times without passing. Source will be re-queued with feedback. <!-- REJECTION: {"issues": ["factual_discrepancy"], "source": "eval_terminal", "ts": "2026-04-14T10:45:04.588151+00:00"} --> **Rejected** — 1 blocking issue **[BLOCK] Factual accuracy**: Claim contains factual errors or misrepresents source material - Fix: Re-read the source. Verify specific numbers, names, dates. If source X quotes source Y, attribute to Y.
m3taversal closed this pull request 2026-04-14 10:45:04 +00:00
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