Pith Number

pith:BLEZ6AYE

pith:2024:BLEZ6AYEKC4L2DQH3VRFDH4THZ

not attested not anchored not stored refs pending

Investigating Instruction Tuning Large Language Models on Graphs

Bo-Wei Huang, Bowen Jin, Jiawei Han, Kerui Zhu, Kevin Chang, Ming Zhong, Shou-De Lin, Yizhu Jiao

arxiv:2408.05457 v1 · 2024-08-10 · 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{BLEZ6AYEKC4L2DQH3VRFDH4THZ}

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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

Thinking with Knowledge Graphs: Enhancing LLM Reasoning Through Structured Data

Receipt and verification

First computed	2026-07-05T08:54:20.568783Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0ac99f030450b8bd0e07dd62519f933e7a3a7cbfc053ec6d39333b9df6408f19

Aliases

arxiv: 2408.05457 · arxiv_version: 2408.05457v1 · doi: 10.48550/arxiv.2408.05457 · pith_short_12: BLEZ6AYEKC4L · pith_short_16: BLEZ6AYEKC4L2DQH · pith_short_8: BLEZ6AYE

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/BLEZ6AYEKC4L2DQH3VRFDH4THZ \
  | 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: 0ac99f030450b8bd0e07dd62519f933e7a3a7cbfc053ec6d39333b9df6408f19

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "111513a183b752d375a864f7e122bfb1f4b9fab27d8c2a2932e9895c3f070702",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-08-10T06:54:35Z",
    "title_canon_sha256": "ae378faa8c6a3e03385ac717ad27b22814451f4f654da4cbf5f696b517422a1f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.05457",
    "kind": "arxiv",
    "version": 1
  }
}