Pith Number

pith:AVKCXCIR

pith:2025:AVKCXCIRTX57RYPVRSSENWS7QN

not attested not anchored not stored refs pending

Graph-based Molecular In-context Learning Grounded on Morgan Fingerprints

Ali Al-Lawati, Jason Lucas, Prasenjit Mitra, Suhang Wang, Zhiwei Zhang

arxiv:2502.05414 v1 · 2025-02-08 · cs.LG · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{AVKCXCIRTX57RYPVRSSENWS7QN}

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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

The Confidence Trap: Calibration Attacks for Graph Neural Networks

Receipt and verification

First computed	2026-07-05T10:11:37.718517Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

05542b89119dfbf8e1f58ca446da5f836bc261654034b162d21d6ac668234ffc

Aliases

arxiv: 2502.05414 · arxiv_version: 2502.05414v1 · doi: 10.48550/arxiv.2502.05414 · pith_short_12: AVKCXCIRTX57 · pith_short_16: AVKCXCIRTX57RYPV · pith_short_8: AVKCXCIR

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/AVKCXCIRTX57RYPVRSSENWS7QN \
  | 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: 05542b89119dfbf8e1f58ca446da5f836bc261654034b162d21d6ac668234ffc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d1500d65792b5f4754fbe64be313aee67710f685ffc68400e46e10186a9068a8",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-02-08T02:46:33Z",
    "title_canon_sha256": "d2e4e7dceaad1d0e4faec6ed6c22b8abd02ad1ce4bf0d1c5e228a11b3aefc415"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.05414",
    "kind": "arxiv",
    "version": 1
  }
}