Pith Number

pith:S4R4LEBD

pith:2023:S4R4LEBDP3MTXGYR3V2I5RQ5XG

not attested not anchored not stored refs pending

Can Large Language Models Discern Evidence for Scientific Hypotheses? Case Studies in the Social Sciences

Jian Wu, Sai Koneru, Sarah Rajtmajer

arxiv:2309.06578 v3 · 2023-09-07 · cs.CL · cs.AI

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\usepackage{pith}
\pithnumber{S4R4LEBDP3MTXGYR3V2I5RQ5XG}

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Record completeness

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3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

1 paper in Pith

Using Large Language Models for Automated Grading of Student Writing about Science

Receipt and verification

First computed	2026-07-05T08:00:35.683125Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9723c590237ed93b9b11dd748ec61db9b1e9cde2e854323c79819545a1050ff3

Aliases

arxiv: 2309.06578 · arxiv_version: 2309.06578v3 · doi: 10.48550/arxiv.2309.06578 · pith_short_12: S4R4LEBDP3MT · pith_short_16: S4R4LEBDP3MTXGYR · pith_short_8: S4R4LEBD

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/S4R4LEBDP3MTXGYR3V2I5RQ5XG \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 9723c590237ed93b9b11dd748ec61db9b1e9cde2e854323c79819545a1050ff3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1f091ede868e7c28f3cd2f17d36357dd634f71315f004008018cff5fc0437903",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-09-07T04:15:17Z",
    "title_canon_sha256": "038102002f72e6884a4875171f7db819deabc69039c7d9e486e5358b9916ddba"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2309.06578",
    "kind": "arxiv",
    "version": 3
  }
}