Pith Number

pith:LNJHEX6R

pith:2024:LNJHEX6RZ2Z7W42ZYBVB5IKTNL

not attested not anchored not stored refs pending

Benchmarking Large Language Models for Molecule Prediction Tasks

Davide Mottin, Kuangyu Zhou, Zhiqiang Zhong

arxiv:2403.05075 v1 · 2024-03-08 · cs.LG · q-bio.BM

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\usepackage{pith}
\pithnumber{LNJHEX6RZ2Z7W42ZYBVB5IKTNL}

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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

Fine-Tuning Large Language Models for Quantum Reasoning

Receipt and verification

First computed	2026-07-05T07:53:38.040471Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5b52725fd1ceb3fb7359c06a1ea1536af0fd3d3f1f85649b4c8a9356cb129916

Aliases

arxiv: 2403.05075 · arxiv_version: 2403.05075v1 · doi: 10.48550/arxiv.2403.05075 · pith_short_12: LNJHEX6RZ2Z7 · pith_short_16: LNJHEX6RZ2Z7W42Z · pith_short_8: LNJHEX6R

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/LNJHEX6RZ2Z7W42ZYBVB5IKTNL \
  | 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: 5b52725fd1ceb3fb7359c06a1ea1536af0fd3d3f1f85649b4c8a9356cb129916

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "645d78720dbd0ee98de8525fb17a981874a2253dd2a8d243dc186dac10703b5f",
    "cross_cats_sorted": [
      "q-bio.BM"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-03-08T05:59:56Z",
    "title_canon_sha256": "78d0f7456e991ea8b73bea5d2c033799303916b3a42f888e84323173908b01af"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.05075",
    "kind": "arxiv",
    "version": 1
  }
}