Pith Number

pith:UHUYKZA5

pith:2025:UHUYKZA5DQ32SOUEXA4QLQ2PVE

not attested not anchored not stored refs pending

LLM4SR: A Survey on Large Language Models for Scientific Research

Wei Yang, Xinya Du, Zexin Xu, Ziming Luo, Zonglin Yang

arxiv:2501.04306 v1 · 2025-01-08 · cs.CL · cs.DL

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UHUYKZA5DQ32SOUEXA4QLQ2PVE}

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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

19 papers in Pith

LLM-Based Scientific Peer Review: Methods, Benchmarks, and Reliability Challenges

Scientific discovery as meta-optimization: a combinatorial optimization case study

PeerCheck: Enhancing LLM-Generated Academic Reviews Towards Human-Level Quality

SciLens: Multi-modal Scientific Claim Verification with Agentic Entailment and Grounding

Graph2Idea:Retrieval-Augmented Scientific Idea Generation with Graph-Structured Contexts

Receipt and verification

First computed	2026-07-05T09:58:33.074673Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a1e985641d1c37a93a84b83905c34fa92d052f4f501cd9495bf5f7cd53076d2b

Aliases

arxiv: 2501.04306 · arxiv_version: 2501.04306v1 · doi: 10.48550/arxiv.2501.04306 · pith_short_12: UHUYKZA5DQ32 · pith_short_16: UHUYKZA5DQ32SOUE · pith_short_8: UHUYKZA5

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/UHUYKZA5DQ32SOUEXA4QLQ2PVE \
  | 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: a1e985641d1c37a93a84b83905c34fa92d052f4f501cd9495bf5f7cd53076d2b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f7ccb0d5def74454051b0f5414a77cb06ac03caa419058417c3b24bb98d841b7",
    "cross_cats_sorted": [
      "cs.DL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-01-08T06:44:02Z",
    "title_canon_sha256": "474770f3a7f7005a55b26887a373f2e6a29b77a115b264d491b3c4beb518424c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.04306",
    "kind": "arxiv",
    "version": 1
  }
}