Pith Number

pith:HRY3L6OF

pith:2024:HRY3L6OFY3LCIULXGKMRR6FDI7

not attested not anchored not stored refs pending

From Generalist to Specialist: A Survey of Large Language Models for Chemistry

Kai Yu, Lu Chen, Xin Chen, Yang Han, Ziping Wan

arxiv:2412.19994 v1 · 2024-12-28 · physics.chem-ph · cs.AI · cs.CL · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HRY3L6OFY3LCIULXGKMRR6FDI7}

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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

1 paper in Pith

A Survey of Large Language Models in Discipline-specific Research: Challenges, Methods and Opportunities

Receipt and verification

First computed	2026-07-05T09:54:52.944144Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3c71b5f9c5c6d6245177329918f8a347f6cec908f319ac90e79e9ccd90539bae

Aliases

arxiv: 2412.19994 · arxiv_version: 2412.19994v1 · doi: 10.48550/arxiv.2412.19994 · pith_short_12: HRY3L6OFY3LC · pith_short_16: HRY3L6OFY3LCIULX · pith_short_8: HRY3L6OF

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/HRY3L6OFY3LCIULXGKMRR6FDI7 \
  | 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: 3c71b5f9c5c6d6245177329918f8a347f6cec908f319ac90e79e9ccd90539bae

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "139816554703f4266f3f4889aa35aa5b5e4d5d2737368fc2e0308baedeae931a",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "physics.chem-ph",
    "submitted_at": "2024-12-28T03:40:25Z",
    "title_canon_sha256": "74e216168789202a52830ac9cf774a44ebc9e346f6d5987a775cb073d432dbee"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.19994",
    "kind": "arxiv",
    "version": 1
  }
}