Pith Number

pith:EDR6AWMC

pith:2023:EDR6AWMCKC6HHU2RLSZS7CGAPI

not attested not anchored not stored refs pending

Large Language Models for Scientific Synthesis, Inference and Explanation

Anh T.N. Nguyen, Geoffrey I. Webb, Huan Yee Koh, Jiaxin Ju, Lauren T. May, Shirui Pan, Yizhen Zheng

arxiv:2310.07984 v1 · 2023-10-12 · cs.AI · cs.CE

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\usepackage{pith}
\pithnumber{EDR6AWMCKC6HHU2RLSZS7CGAPI}

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Record completeness

1 Bitcoin timestamp

2 Internet Archive

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

5 papers in Pith

Large Language Model-Assisted Framework for BSM Model Building

From Text to Discovery: How Large Language Models Are Accelerating and Complicating Research Across Scientific and Humanistic Disciplines

What LLMs explain is not what they believe: Evaluating explanation sufficiency under models' own input beliefs

Are Researchers Being Replaced by Artificial Intelligence?

Evolving Roles of LLMs in Scientific Innovation: Assistant, Collaborator, Scientist, and Evaluator

Receipt and verification

First computed	2026-07-05T06:59:58.990560Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

20e3e0598250bc73d3515cb32f88c07a1680f56d2b18306de11c52a08d6a0c00

Aliases

arxiv: 2310.07984 · arxiv_version: 2310.07984v1 · doi: 10.48550/arxiv.2310.07984 · pith_short_12: EDR6AWMCKC6H · pith_short_16: EDR6AWMCKC6HHU2R · pith_short_8: EDR6AWMC

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/EDR6AWMCKC6HHU2RLSZS7CGAPI \
  | 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: 20e3e0598250bc73d3515cb32f88c07a1680f56d2b18306de11c52a08d6a0c00

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4ca370351bdf48e11006e7892291028ac97eb011be5a8679e790f9934c98a229",
    "cross_cats_sorted": [
      "cs.CE"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2023-10-12T02:17:59Z",
    "title_canon_sha256": "a89c4b06f453e53a13d62d695af8b1dffc45fcba2f64e45136ec3474d857e8a2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.07984",
    "kind": "arxiv",
    "version": 1
  }
}