Pith Number

pith:LCJRVSBS

pith:2024:LCJRVSBSEJZAYBLMN6RL3N5ZR2

not attested not anchored not stored refs pending

MolecularGPT: Open Large Language Model (LLM) for Few-Shot Molecular Property Prediction

Qiaoyu Tan, Sheng Zhou, Sirui Ding, Wenqi Fan, Yuyan Liu

arxiv:2406.12950 v2 · 2024-06-18 · q-bio.QM · cs.AI · cs.CE · cs.CL · cs.LG

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LCJRVSBSEJZAYBLMN6RL3N5ZR2}

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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

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

SLASH the Sink: Sharpening Structural Attention Inside LLMs

Retrieval-Augmented Generation with Graphs (GraphRAG)

SLASH the Sink: Sharpening Structural Attention Inside LLMs

Receipt and verification

First computed	2026-07-05T09:22:19.722502Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

58931ac83222720c056c6fa2bdb7b98ebecdeb2841e80eb4854f0a408ed75f8f

Aliases

arxiv: 2406.12950 · arxiv_version: 2406.12950v2 · doi: 10.48550/arxiv.2406.12950 · pith_short_12: LCJRVSBSEJZA · pith_short_16: LCJRVSBSEJZAYBLM · pith_short_8: LCJRVSBS

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/LCJRVSBSEJZAYBLMN6RL3N5ZR2 \
  | 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: 58931ac83222720c056c6fa2bdb7b98ebecdeb2841e80eb4854f0a408ed75f8f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "efec184b74ca086af2f29dd8406cfc2c560479834eded00b5352daf2b120cfdc",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CE",
      "cs.CL",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "q-bio.QM",
    "submitted_at": "2024-06-18T12:54:47Z",
    "title_canon_sha256": "0d6592c25ab24c81cd0a7d73e94a6f6e4cdb1e7f437d4a21750049a51a14594b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.12950",
    "kind": "arxiv",
    "version": 2
  }
}