Pith Number

pith:PFGCBWSW

pith:2023:PFGCBWSWT4FG5HFKVK3RB2VNIU

not attested not anchored not stored refs pending

Evaluating Large Language Models on Graphs: Performance Insights and Comparative Analysis

Bo Wu, Chang Liu

arxiv:2308.11224 v2 · 2023-08-22 · cs.AI · 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{PFGCBWSWT4FG5HFKVK3RB2VNIU}

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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

4 papers in Pith

LLM-Aided A* Search in Non-Geometric Network Graphs

Are Large Language Models Suitable for Graph Computation? Progress and Prospects

Clustering as Reasoning: A $k$-Means Interpretation of Chain-of-Thought Graph Learning

GraphDC: A Divide-and-Conquer Multi-Agent System for Scalable Graph Algorithm Reasoning

Receipt and verification

First computed	2026-07-05T06:49:03.044983Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

794c20da569f0a6e9caaaab710eaad45051d8edbecdc21169dbfbe8b5a0316f1

Aliases

arxiv: 2308.11224 · arxiv_version: 2308.11224v2 · doi: 10.48550/arxiv.2308.11224 · pith_short_12: PFGCBWSWT4FG · pith_short_16: PFGCBWSWT4FG5HFK · pith_short_8: PFGCBWSW

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/PFGCBWSWT4FG5HFKVK3RB2VNIU \
  | 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: 794c20da569f0a6e9caaaab710eaad45051d8edbecdc21169dbfbe8b5a0316f1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "24f44c2e5607fe06bd72525ba73e0679890f30b7f3011f9868d7957ee653d7bd",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2023-08-22T06:32:07Z",
    "title_canon_sha256": "ba8f3abd8bdd6e238b0da1ddbf68a2b169eb85e07129eb52dd633d78551cc44f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2308.11224",
    "kind": "arxiv",
    "version": 2
  }
}