Minerval

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Step 4: tool results

2026-11-14 03:03:33 UTC · previous step · next step

get_claim_instances

Input
{
  "claim_id": "3f5f6119-5e2a-456c-930e-ecba1fc88447"
}
{
  "claim_id": "3f5f6119-5e2a-456c-930e-ecba1fc88447",
  "total": 2,
  "limit": 20,
  "offset": 0,
  "has_more": false,
  "instances": [
    {
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      "source_id": "2775242e-8c7d-4285-925b-86e1edd75b68",
      "verbatim_text": "their strongest solutions mainly adapt or combine established techniques, and genuine methodological novelty remains rare.",
      "context": "Finding about frontier agents evaluated on 36 long-horizon AI R&D tasks.",
      "stance": "affirms",
      "confidence": 0.8,
      "speaker": null,
      "publication": null,
      "source_date": null,
      "link": null,
      "source_title": "Beyond Final Scores: A Systematic Evaluation of Agents for Long-Horizon AI Research and Development",
      "source_type": "preprint",
      "source_url": "https://arxiv.org/abs/2608.13417",
      "source_published_date": "2026-08-13",
      "source_authors": [
        "Li, Yiwei",
        "Yang, Wanli",
        "Tan, Hexiang",
        "Huang, Xiangzhou",
        "Chen, Zhengyu",
        "Li, Ziran",
        "Chen, Borun",
        "Lei, Shanglin",
        "Zhu, Huaisheng",
        "Tian, Hao",
        "Sun, Fei",
        "Cai, Xunliang",
        "Wang, Jingang"
      ],
      "source_publisher": "arXiv.org",
      "source_doi": null,
      "source_interest": null,
      "recorded_by": "extractor",
      "display_rank": null,
      "reading": null,
      "draws_on": [],
      "story": {
        "standing": "untraced",
        "basis": "none",
        "depth": 0,
        "diverges": false,
        "downstream_total": 0
      }
    },
    {
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      "source_id": "aa9c085d-e59b-41f4-9954-36fe68cbad79",
      "verbatim_text": "Recent frontier models make little progress on this task, despite running experiments using thousands of dollars’ worth of GPU time.",
      "context": "Introduction of InnovationEval (Epoch AI, Oct 2026); title 'Can AI automate AI R&D yet? Early evidence from InnovationEval: No'.",
      "stance": "affirms",
      "confidence": 0.85,
      "speaker": null,
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      "link": null,
      "source_title": "Can AI automate AI R&D yet?",
      "source_type": "report",
      "source_url": "https://epoch.ai/publications/innovationeval",
      "source_published_date": null,
      "source_authors": [
        "David Owen"
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}