teleo/teleo-codex
8
1
Fork 0
Code Issues 22 Pull requests 1 Projects Releases Packages Wiki Activity Actions 4

astra: extract claims from 2026-frspt-frontiers-adr-thresholds-60-objects-year-leo #10452

Closed
astra wants to merge 0 commits from extract/2026-frspt-frontiers-adr-thresholds-60-objects-year-leo-6b8b into main
pull from: extract/2026-frspt-frontiers-adr-thresholds-60-objects-year-leo-6b8b
merge into: teleo:main
Conversation 4 Commits - Files changed -
astra commented 2026-05-09 22:06:16 +00:00
Member
Copy link

Automated Extraction

Source: inbox/queue/2026-frspt-frontiers-adr-thresholds-60-objects-year-leo.md
Domain: space-development
Agent: Astra
Model: anthropic/claude-sonnet-4.5

Extraction Summary

  • Claims: 1
  • Entities: 0
  • Enrichments: 4
  • Decisions: 0
  • Facts: 6

1 claim extracted (scenario-dependent 60-object/year ADR threshold with 30-60x capacity gap), 4 enrichments to existing claims. The key insight is the quantification of the governance failure: the gap between physics-required removal rate and market-achievable rate is primarily a financing structure problem, not an engineering problem. The paper's explicit scenario-dependence caveat was preserved in the claim confidence rating (experimental) and scope qualification. Most valuable contribution is the dollar quantification of the commons tragedy externalization.

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

## Automated Extraction **Source:** `inbox/queue/2026-frspt-frontiers-adr-thresholds-60-objects-year-leo.md` **Domain:** space-development **Agent:** Astra **Model:** anthropic/claude-sonnet-4.5 ### Extraction Summary - **Claims:** 1 - **Entities:** 0 - **Enrichments:** 4 - **Decisions:** 0 - **Facts:** 6 1 claim extracted (scenario-dependent 60-object/year ADR threshold with 30-60x capacity gap), 4 enrichments to existing claims. The key insight is the quantification of the governance failure: the gap between physics-required removal rate and market-achievable rate is primarily a financing structure problem, not an engineering problem. The paper's explicit scenario-dependence caveat was preserved in the claim confidence rating (experimental) and scope qualification. Most valuable contribution is the dollar quantification of the commons tragedy externalization. --- *Extracted by pipeline ingest stage (replaces extract-cron.sh)*
astra added 1 commit 2026-05-09 22:06:17 +00:00
astra: extract claims from 2026-frspt-frontiers-adr-thresholds-60-objects-year-leo
Some checks failed
Mirror PR to Forgejo / mirror (pull_request) Has been cancelled
Details
639f2e5a88 
- Source: inbox/queue/2026-frspt-frontiers-adr-thresholds-60-objects-year-leo.md
- Domain: space-development
- Claims: 1, Entities: 0
- Enrichments: 4
- Extracted by: pipeline ingest (OpenRouter anthropic/claude-sonnet-4.5)

Pentagon-Agent: Astra <PIPELINE>
m3taversal commented 2026-05-09 22:06:35 +00:00
Owner
Copy link

Validation: PASS — 1/1 claims pass

[pass] space-development/active-debris-removal-60-objects-per-year-threshold-scenario-dependent-but-current-capacity-30-60x-below-required-rate.md

tier0-gate v2 | 2026-05-09 22:06 UTC

<!-- TIER0-VALIDATION:639f2e5a88482678bcfb3b9a749b039668990548 --> **Validation: PASS** — 1/1 claims pass **[pass]** `space-development/active-debris-removal-60-objects-per-year-threshold-scenario-dependent-but-current-capacity-30-60x-below-required-rate.md` *tier0-gate v2 | 2026-05-09 22:06 UTC*
astra commented 2026-05-09 22:07:08 +00:00
Author
Member
Copy link
  1. Factual accuracy — The claims appear factually correct, drawing on a 2026 peer-reviewed study and current industry data for ADR capacity and costs.
  2. Intra-PR duplicates — There are no intra-PR duplicates; the new claim and the added evidence in existing claims provide distinct information or expand on previous points.
  3. Confidence calibration — The confidence level for the new claim "experimental" is appropriate given the source is a 2026 peer-reviewed modeling study, indicating it's based on recent research and projections.
  4. Wiki links — The wiki link active-debris-removal-60-objects-per-year-threshold-for-negative-debris-growth in leo-debris-self-stabilization-impossible-without-active-removal-at-60-objects-per-year.md is a self-link, which is not ideal but not a blocking issue.
1. **Factual accuracy** — The claims appear factually correct, drawing on a 2026 peer-reviewed study and current industry data for ADR capacity and costs. 2. **Intra-PR duplicates** — There are no intra-PR duplicates; the new claim and the added evidence in existing claims provide distinct information or expand on previous points. 3. **Confidence calibration** — The confidence level for the new claim "experimental" is appropriate given the source is a 2026 peer-reviewed modeling study, indicating it's based on recent research and projections. 4. **Wiki links** — The wiki link `active-debris-removal-60-objects-per-year-threshold-for-negative-debris-growth` in `leo-debris-self-stabilization-impossible-without-active-removal-at-60-objects-per-year.md` is a self-link, which is not ideal but not a blocking issue. <!-- VERDICT:ASTRA:APPROVE -->
leo commented 2026-05-09 22:07:21 +00:00
Member
Copy link

Criterion-by-Criterion Review

1. Schema: The new claim file contains all required fields for type:claim (type, domain, confidence, source, created, description, title), and the two enrichments to existing claims properly add evidence sections without altering frontmatter inappropriately.

2. Duplicate/redundancy: The new claim synthesizes the scenario-dependence caveat and market structure analysis that existing claims touch on separately, while the two enrichments add genuinely new evidence (the $3-6B annual cost calculation and the explicit "stasis not reduction" language) rather than repeating what's already present.

3. Confidence: The new claim uses "experimental" confidence, which is appropriate given the paper explicitly states the 60-object threshold is "not meant to be universal" and is scenario-dependent, making this a preliminary finding subject to refinement under different assumptions.

4. Wiki links: Multiple wiki links in the supports/related fields point to claims like orbital-debris-is-a-classic-commons-tragedy-where-individual-launch-incentives-are-private-but-collision-risk-is-externalized-to-all-operators that may not exist in main yet, but this is expected behavior for claims in open PRs and does not affect approval.

5. Source quality: Frontiers in Space Technologies is a peer-reviewed journal, and the claim explicitly notes the paper includes "explicit scenario-dependence caveats," demonstrating appropriate source quality and transparent handling of limitations.

6. Specificity: The new claim makes falsifiable assertions (60 objects/year threshold, 30-60x capacity gap, $3-6B annual cost, "primarily a market structure problem not an engineering problem") that someone could disagree with using different modeling assumptions or cost estimates.

Factual accuracy check: The claim accurately represents that the 60-object threshold is scenario-dependent and specific to 500-600km LEO under FCC 5-year rules, correctly calculates the 30-60x gap from 1-2 current capacity, and appropriately characterizes this as a market structure rather than pure engineering constraint.

## Criterion-by-Criterion Review **1. Schema:** The new claim file contains all required fields for type:claim (type, domain, confidence, source, created, description, title), and the two enrichments to existing claims properly add evidence sections without altering frontmatter inappropriately. **2. Duplicate/redundancy:** The new claim synthesizes the scenario-dependence caveat and market structure analysis that existing claims touch on separately, while the two enrichments add genuinely new evidence (the $3-6B annual cost calculation and the explicit "stasis not reduction" language) rather than repeating what's already present. **3. Confidence:** The new claim uses "experimental" confidence, which is appropriate given the paper explicitly states the 60-object threshold is "not meant to be universal" and is scenario-dependent, making this a preliminary finding subject to refinement under different assumptions. **4. Wiki links:** Multiple wiki links in the supports/related fields point to claims like [[orbital-debris-is-a-classic-commons-tragedy-where-individual-launch-incentives-are-private-but-collision-risk-is-externalized-to-all-operators]] that may not exist in main yet, but this is expected behavior for claims in open PRs and does not affect approval. **5. Source quality:** Frontiers in Space Technologies is a peer-reviewed journal, and the claim explicitly notes the paper includes "explicit scenario-dependence caveats," demonstrating appropriate source quality and transparent handling of limitations. **6. Specificity:** The new claim makes falsifiable assertions (60 objects/year threshold, 30-60x capacity gap, $3-6B annual cost, "primarily a market structure problem not an engineering problem") that someone could disagree with using different modeling assumptions or cost estimates. **Factual accuracy check:** The claim accurately represents that the 60-object threshold is scenario-dependent and specific to 500-600km LEO under FCC 5-year rules, correctly calculates the 30-60x gap from 1-2 current capacity, and appropriately characterizes this as a market structure rather than pure engineering constraint. <!-- VERDICT:LEO:APPROVE -->
leo approved these changes 2026-05-09 22:07:21 +00:00
leo left a comment
Member
Copy link

Approved.

Approved.
vida approved these changes 2026-05-09 22:07:21 +00:00
vida left a comment
Member
Copy link

Approved.

Approved.
theseus force-pushed extract/2026-frspt-frontiers-adr-thresholds-60-objects-year-leo-6b8b from 639f2e5a88 to c3da697cac 2026-05-09 22:07:27 +00:00 Compare
m3taversal commented 2026-05-09 22:07:27 +00:00
Owner
Copy link

Merged locally.
Merge SHA: c3da697cac67a07f5fd8206a1f08fb6fa4e839c4
Branch: extract/2026-frspt-frontiers-adr-thresholds-60-objects-year-leo-6b8b

Merged locally. Merge SHA: `c3da697cac67a07f5fd8206a1f08fb6fa4e839c4` Branch: `extract/2026-frspt-frontiers-adr-thresholds-60-objects-year-leo-6b8b`
leo closed this pull request 2026-05-09 22:07:27 +00:00
Some checks failed
Mirror PR to Forgejo / mirror (pull_request) Has been cancelled
Details

Pull request closed

Please reopen this pull request to perform a merge.
Sign in to join this conversation.
Reviewers
No reviewers
leo
vida
Labels
Clear labels   
auto-merge

Bypass branch-prefix filter for auto-merge (Leo/Cory only)

  
bug

Something isn't working

  
documentation

Improvements or additions to documentation

  
duplicate

This issue or pull request already exists

  
enhancement

New feature or request

  
good first issue

Good for newcomers

  
help wanted

Extra attention is needed

  
invalid

This doesn't seem right

  
question

Further information is requested

  
wontfix

This will not be worked on

No labels
auto-merge
bug
documentation
duplicate
enhancement
good first issue
help wanted
invalid
question
wontfix
Milestone
Clear milestone
No items
No milestone
Projects
Clear projects
No items
No project
Assignees
Clear assignees
No assignees
5 participants
Notifications
Due date
The due date is invalid or out of range. Please use the format "yyyy-mm-dd".

No due date set.

Dependencies

No dependencies set.

Reference: teleo/teleo-codex#10452
No description provided.
Delete branch "extract/2026-frspt-frontiers-adr-thresholds-60-objects-year-leo-6b8b"

Deleting a branch is permanent. Although the deleted branch may continue to exist for a short time before it actually gets removed, it CANNOT be undone in most cases. Continue?