Pith Number

pith:GONSWJLC

pith:2025:GONSWJLC7V5HCLOWJAQ6R2WNM6

not attested not anchored not stored refs pending

Boosting Knowledge Graph-based Recommendations through Confidence-Aware Augmentation with Large Language Models

Chao Wang, Dazhong Shen, Hui Xiong, Qianyi Cai, Rui Cai

arxiv:2502.03715 v1 · 2025-02-06 · cs.IR · 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{GONSWJLC7V5HCLOWJAQ6R2WNM6}

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.

Receipt and verification

First computed	2026-07-05T10:10:14.085213Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

339b2b2562fd7a712dd64821e8eacd67a9360792177d7d46b01f319060b97f43

Aliases

arxiv: 2502.03715 · arxiv_version: 2502.03715v1 · doi: 10.48550/arxiv.2502.03715 · pith_short_12: GONSWJLC7V5H · pith_short_16: GONSWJLC7V5HCLOW · pith_short_8: GONSWJLC

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/GONSWJLC7V5HCLOWJAQ6R2WNM6 \
  | 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: 339b2b2562fd7a712dd64821e8eacd67a9360792177d7d46b01f319060b97f43

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "84f317c1703d0c6a276c680713c8f0b263b255243b9fa7acef9cd03727e4580a",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2025-02-06T02:06:48Z",
    "title_canon_sha256": "4599207a0bf919560771a40274fb5d94d80a58f9692518e775357269c05f66f8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.03715",
    "kind": "arxiv",
    "version": 1
  }
}