Pith Number

pith:74YBKF4S

pith:2025:74YBKF4SVYKZIMWHOPMNEAVWD4

not attested not anchored not stored refs pending

GRIP: In-Parameter Graph Reasoning through Fine-Tuning Large Language Models

Donghong Cai, Jiarui Feng, Muhan Zhang, Yixin Chen

arxiv:2511.07457 v2 · 2025-11-06 · cs.CL · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{74YBKF4SVYKZIMWHOPMNEAVWD4}

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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

Beyond One-Size-Fits-All: Adaptive Subgraph Denoising for Zero-Shot Graph Learning with Large Language Models

Receipt and verification

First computed	2026-07-21T01:21:40.764250Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ff30151792ae159432c773d8d202b61f3935553ac588b9006bb27a382c611940

Aliases

arxiv: 2511.07457 · arxiv_version: 2511.07457v2 · doi: 10.48550/arxiv.2511.07457 · pith_short_12: 74YBKF4SVYKZ · pith_short_16: 74YBKF4SVYKZIMWH · pith_short_8: 74YBKF4S

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/74YBKF4SVYKZIMWHOPMNEAVWD4 \
  | 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: ff30151792ae159432c773d8d202b61f3935553ac588b9006bb27a382c611940

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6861f52fc35b8033af46099f8bbef2cd43a2b5d779e92675f250cc6490890674",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-11-06T21:56:58Z",
    "title_canon_sha256": "87d5e81ff7b2f7c145ae6337716d71132e9d4753997a7596b4ce027fb566faae"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2511.07457",
    "kind": "arxiv",
    "version": 2
  }
}