Pith Number

pith:ROFEU4HE

pith:2024:ROFEU4HEU4O2YGLO3SH6PNMWBM

not attested not anchored not stored refs pending

GraphTool-Instruction: Revolutionizing Graph Reasoning in LLMs through Decomposed Subtask Instruction

Jiasheng Zhang, Ke Qin, Qizhi Chen, Rongzheng Wang, Shuang Liang

arxiv:2412.12152 v1 · 2024-12-11 · cs.LG · 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{ROFEU4HEU4O2YGLO3SH6PNMWBM}

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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

LLMs Between the Nodes: Community Discovery Beyond Vectors

Receipt and verification

First computed	2026-07-05T09:50:10.610947Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8b8a4a70e4a71dac196edc8fe7b5960b06d5fbc05c1848fa9eacd38d4d9c63ac

Aliases

arxiv: 2412.12152 · arxiv_version: 2412.12152v1 · doi: 10.48550/arxiv.2412.12152 · pith_short_12: ROFEU4HEU4O2 · pith_short_16: ROFEU4HEU4O2YGLO · pith_short_8: ROFEU4HE

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/ROFEU4HEU4O2YGLO3SH6PNMWBM \
  | 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: 8b8a4a70e4a71dac196edc8fe7b5960b06d5fbc05c1848fa9eacd38d4d9c63ac

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "54f3e77f8047e1684f7a45e5b6139c7cfa2e50c9fbf4e892f3faa4db499a96f7",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-11T06:12:52Z",
    "title_canon_sha256": "21c5235837e9f0667457273e9b3f654397b83efb05b64f59f3cf0e094f19efd7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.12152",
    "kind": "arxiv",
    "version": 1
  }
}