Pith Number

pith:JNT2GJLC

pith:2019:JNT2GJLCCSCRIM6JVZAQESOITF

not attested not anchored not stored refs pending

Graph Transformer Networks

Hyunwoo J. Kim, Jaewoo Kang, Minbyul Jeong, Raehyun Kim, Seongjun Yun

arxiv:1911.06455 v2 · 2019-11-06 · cs.LG · cs.SI · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JNT2GJLCCSCRIM6JVZAQESOITF}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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

Evaluating LLMs on Large-Scale Graph Property Estimation via Random Walks

Receipt and verification

First computed	2026-07-05T00:38:34.772518Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4b67a3256214851433c9ae410249c8995e3b7fe4cf1a3ad128a6da3ad2908ff1

Aliases

arxiv: 1911.06455 · arxiv_version: 1911.06455v2 · doi: 10.48550/arxiv.1911.06455 · pith_short_12: JNT2GJLCCSCR · pith_short_16: JNT2GJLCCSCRIM6J · pith_short_8: JNT2GJLC

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/JNT2GJLCCSCRIM6JVZAQESOITF \
  | 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: 4b67a3256214851433c9ae410249c8995e3b7fe4cf1a3ad128a6da3ad2908ff1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e6105d0e71d8a4d81addbe7303f1067054f61736566b58f1a3c754282a9af2a5",
    "cross_cats_sorted": [
      "cs.SI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-11-06T06:40:05Z",
    "title_canon_sha256": "d397b19a1960b4b4327348f3ae6af78dd41d6de28b01bb42d5d70ca202b4b00c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1911.06455",
    "kind": "arxiv",
    "version": 2
  }
}