Pith Number

pith:DFWLLR5B

pith:2024:DFWLLR5BNEMCLIIPP5VNNTSYFZ

not attested not anchored not stored refs pending

Large Language Model with Graph Convolution for Recommendation

Haoyan Chua, Hongzhi Liu, Jie Zhang, Yingpeng Du, Yining Ma, Youchen Sun, Zhonghai Wu, Zhu Sun, Ziyan Wang

arxiv:2402.08859 v1 · 2024-02-14 · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DFWLLR5BNEMCLIIPP5VNNTSYFZ}

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

Retrieval-Augmented Generation with Graphs (GraphRAG)

Receipt and verification

First computed	2026-07-05T07:45:03.840268Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

196cb5c7a1691825a10f7f6ad6ce582e59798452b5dd2584cc765f1e9f7173e4

Aliases

arxiv: 2402.08859 · arxiv_version: 2402.08859v1 · doi: 10.48550/arxiv.2402.08859 · pith_short_12: DFWLLR5BNEMC · pith_short_16: DFWLLR5BNEMCLIIP · pith_short_8: DFWLLR5B

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/DFWLLR5BNEMCLIIPP5VNNTSYFZ \
  | 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: 196cb5c7a1691825a10f7f6ad6ce582e59798452b5dd2584cc765f1e9f7173e4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5298c0bbb2035c6a4b14ed6336758178929fcc47eb19b1c86f41f05c7631a59b",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-02-14T00:04:33Z",
    "title_canon_sha256": "7f2bb63bb538dd1879528eb22bd11cc9de69c101806fb70adcee86584102fab0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.08859",
    "kind": "arxiv",
    "version": 1
  }
}