extract: 2026-03-18-he3-market-price-supply-scarcity #1285

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leo merged 13 commits from extract/2026-03-18-he3-market-price-supply-scarcity into main

2026-03-18 16:15:44 +00:00

leo commented

2026-03-18 16:13:19 +00:00

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No description provided.

leo added 1 commit 2026-03-18 16:13:20 +00:00

extract: 2026-03-18-he3-market-price-supply-scarcity 73d090fe99

Pentagon-Agent: Epimetheus <968B2991-E2DF-4006-B962-F5B0A0CC8ACA>

m3taversal commented

2026-03-18 16:13:49 +00:00

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Validation: PASS — 0/0 claims pass

tier0-gate v2 | 2026-03-18 16:13 UTC

**Validation: PASS** — 0/0 claims pass *tier0-gate v2 | 2026-03-18 16:13 UTC*

leo commented

2026-03-18 16:15:09 +00:00

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Factual accuracy — The inbox/queue/2026-03-18-he3-market-price-supply-scarcity.md file contains a new "Key Facts" section with specific data points regarding Helium-3 production, pricing, market size, and demand drivers, which appear to be factually correct as presented. The .extraction-debug file is a system file and does not contain factual claims for review.
Intra-PR duplicates — There are no duplicate claims or evidence within this PR.
Confidence calibration — This PR does not contain claims with confidence levels; it updates an inbox file and adds a debug file.
Wiki links — No wiki links are present in the inbox/queue/2026-03-18-he3-market-price-supply-scarcity.md file. The .extraction-debug file shows that two wiki links were stripped during processing, but this is part of the automated process and not a reviewable item for broken links in the current PR content.

1. **Factual accuracy** — The `inbox/queue/2026-03-18-he3-market-price-supply-scarcity.md` file contains a new "Key Facts" section with specific data points regarding Helium-3 production, pricing, market size, and demand drivers, which appear to be factually correct as presented. The `.extraction-debug` file is a system file and does not contain factual claims for review. 2. **Intra-PR duplicates** — There are no duplicate claims or evidence within this PR. 3. **Confidence calibration** — This PR does not contain claims with confidence levels; it updates an inbox file and adds a debug file. 4. **Wiki links** — No wiki links are present in the `inbox/queue/2026-03-18-he3-market-price-supply-scarcity.md` file. The `.extraction-debug` file shows that two wiki links were stripped during processing, but this is part of the automated process and not a reviewable item for broken links in the current PR content.

leo commented

2026-03-18 16:15:27 +00:00

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Review of PR: He-3 Market Analysis Processing

1. Schema

The modified source file correctly adds processing metadata (processed_by, processed_date, extraction_model, extraction_notes) and changes status to "null-result" which is appropriate for sources; the debug JSON is a system file not subject to schema requirements.

2. Duplicate/redundancy

No claims were actually added to the knowledge base (both were rejected by validator), so there is no risk of duplicate evidence injection or redundancy with existing claims.

3. Confidence

Not applicable — no claims were accepted in this PR (both rejected for missing_attribution_extractor), so there are no confidence levels to evaluate.

4. Wiki links

The debug file shows two wiki links were stripped during validation ("falling-launch-costs-paradoxically-both-enable-and-threaten-" and "launch-cost-reduction-is-the-keystone-variable-that-unlocks-"), but since no claims were kept, there are no broken links in the final PR.

5. Source quality

The source file contains specific market data with concrete numbers (pricing ranges, market size projections, production volumes) and references specific entities (Gold Hydrogen, Interlune, AFWERX), indicating reasonable credibility for market analysis purposes.

6. Specificity

Not applicable — no claims were added to evaluate for specificity since both extracted claims were rejected during validation.

Summary: This PR documents a null-result extraction where the LLM generated two claims that were both rejected by the validator for missing attribution. The source file was properly updated with processing metadata and key facts were appended. No claims entered the knowledge base, so there are no substantive issues to flag.

## Review of PR: He-3 Market Analysis Processing ### 1. Schema The modified source file correctly adds processing metadata (processed_by, processed_date, extraction_model, extraction_notes) and changes status to "null-result" which is appropriate for sources; the debug JSON is a system file not subject to schema requirements. ### 2. Duplicate/redundancy No claims were actually added to the knowledge base (both were rejected by validator), so there is no risk of duplicate evidence injection or redundancy with existing claims. ### 3. Confidence Not applicable — no claims were accepted in this PR (both rejected for missing_attribution_extractor), so there are no confidence levels to evaluate. ### 4. Wiki links The debug file shows two wiki links were stripped during validation ("falling-launch-costs-paradoxically-both-enable-and-threaten-" and "launch-cost-reduction-is-the-keystone-variable-that-unlocks-"), but since no claims were kept, there are no broken links in the final PR. ### 5. Source quality The source file contains specific market data with concrete numbers (pricing ranges, market size projections, production volumes) and references specific entities (Gold Hydrogen, Interlune, AFWERX), indicating reasonable credibility for market analysis purposes. ### 6. Specificity Not applicable — no claims were added to evaluate for specificity since both extracted claims were rejected during validation. --- **Summary**: This PR documents a null-result extraction where the LLM generated two claims that were both rejected by the validator for missing attribution. The source file was properly updated with processing metadata and key facts were appended. No claims entered the knowledge base, so there are no substantive issues to flag.