Pith Number

pith:DZR7273F

pith:2024:DZR7273FYNTDEXEQRVQKHQEJE2

not attested not anchored not stored refs pending

What Do LLMs Need to Understand Graphs: A Survey of Parametric Representation of Graphs

Dongqi Fu, Hanghang Tong, Jingrui He, Liri Fang, Vetle I. Torvik, Zihao Li

arxiv:2410.12126 v2 · 2024-10-16 · cs.AI · cs.LG · cs.SI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DZR7273FYNTDEXEQRVQKHQEJE2}

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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

Identifying Latent Concepts and Structures for Generalized Category Discovery

Receipt and verification

First computed	2026-07-05T10:15:46.295461Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1e63fd7f65c366325c908d60a3c08926b09ddbe54ae69b89fca5dc4951fe7c07

Aliases

arxiv: 2410.12126 · arxiv_version: 2410.12126v2 · doi: 10.48550/arxiv.2410.12126 · pith_short_12: DZR7273FYNTD · pith_short_16: DZR7273FYNTDEXEQ · pith_short_8: DZR7273F

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/DZR7273FYNTDEXEQRVQKHQEJE2 \
  | 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: 1e63fd7f65c366325c908d60a3c08926b09ddbe54ae69b89fca5dc4951fe7c07

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6b30a897ad0c9070db7fd11d907b9b293ca8cb7b3af78f845bae2e1d6565b394",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.SI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-10-16T00:01:31Z",
    "title_canon_sha256": "e912b6bc50841d203e4f9b30ed33074a4f361ca9272c6f68fdc7c349d78a43d3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.12126",
    "kind": "arxiv",
    "version": 2
  }
}