Pith Number

pith:DFDYXTYI

pith:2023:DFDYXTYIVYC4NTRXEENP2S2DCK

not attested not anchored not stored refs pending

Talk like a Graph: Encoding Graphs for Large Language Models

Bahare Fatemi, Bryan Perozzi, Jonathan Halcrow

arxiv:2310.04560 v1 · 2023-10-06 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DFDYXTYIVYC4NTRXEENP2S2DCK}

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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

14 papers in Pith

GraphInfer-Bench: Benchmarking LLM's Inference Capability on Graphs

The Sword, Shield, and Achilles' Heel: Characterizing the Linguistic Inductive Bias of Large Language Models for Spatial Reasoning in Navigation Planning

Fisher Markets with Approximately Optimal Bundles and the Need for a PCP Theorem for PPAD

Query-Aware Learnable Graph Pooling Tokens as Prompt for Large Language Models

Lost in Tokenization: Fundamental Trade-offs in Graph Tokenization for Transformers

Receipt and verification

First computed	2026-07-05T06:58:19.962006Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

19478bcf08ae05c6ce37211afd4b4312a391d1cad80d3002388d4a07d07cc065

Aliases

arxiv: 2310.04560 · arxiv_version: 2310.04560v1 · doi: 10.48550/arxiv.2310.04560 · pith_short_12: DFDYXTYIVYC4 · pith_short_16: DFDYXTYIVYC4NTRX · pith_short_8: DFDYXTYI

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/DFDYXTYIVYC4NTRXEENP2S2DCK \
  | 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: 19478bcf08ae05c6ce37211afd4b4312a391d1cad80d3002388d4a07d07cc065

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "08ffdc4e2840dc030562fb38eb8c5d8313a1a667ba9a0fbb75d959a76bfaa71b",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-10-06T19:55:21Z",
    "title_canon_sha256": "4ec84d9c8dfca85fcf3c723368fe94e132b3264ea3bbead20b95eddb53e21a7f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.04560",
    "kind": "arxiv",
    "version": 1
  }
}