Pith Number

pith:HGPUSP2D

pith:2024:HGPUSP2DGPO6L2IXSM2ZY6OVRP

not attested not anchored not stored refs pending

Graph Linearization Methods for Reasoning on Graphs with Large Language Models

Christos Xypolopoulos, Giannis Nikolentzos, Giorgos Stamou, Guokan Shang, Hadi Abdine, Iakovos Evdaimon, Michail Chatzianastasis, Michalis Vazirgiannis, Xiao Fei

arxiv:2410.19494 v3 · 2024-10-25 · cs.CL · cs.LG

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

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\usepackage{pith}
\pithnumber{HGPUSP2DGPO6L2IXSM2ZY6OVRP}

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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

3 papers in Pith

Formalizing and Mitigating Structural Distortion in LLM Attention for Graph Reasoning

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

A document is worth a structured record: Principled inductive bias design for document recognition

Receipt and verification

First computed	2026-07-05T11:26:44.493548Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

399f493f4333dde5e91793359c79d58be529bbe537f96afdaeaf89a53b124aaa

Aliases

arxiv: 2410.19494 · arxiv_version: 2410.19494v3 · doi: 10.48550/arxiv.2410.19494 · pith_short_12: HGPUSP2DGPO6 · pith_short_16: HGPUSP2DGPO6L2IX · pith_short_8: HGPUSP2D

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/HGPUSP2DGPO6L2IXSM2ZY6OVRP \
  | 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: 399f493f4333dde5e91793359c79d58be529bbe537f96afdaeaf89a53b124aaa

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d5b4d5947b796e818531f4c800603a038069d2015ca3aebc05fd40247597c02d",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-10-25T11:51:37Z",
    "title_canon_sha256": "aebb3ef74cf38b01efe6998d346b45e83d56ec10d29f520cbb3dfb3320c1fb06"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.19494",
    "kind": "arxiv",
    "version": 3
  }
}