Pith Number

pith:LRANNPYL

pith:2023:LRANNPYL5NPUMUVL7DUBBA7SPS

not attested not anchored not stored refs pending

LLMRec: Benchmarking Large Language Models on Recommendation Task

Chao Liu, Chenyu You, Dading Chong, Junling Liu, Kang Zhou, Peilin Zhou, Philip S.Yu, Qichen Ye, Shoujin Wang, Yueqi Xie, Yuwei Cao

arxiv:2308.12241 v1 · 2023-08-23 · cs.IR · cs.AI

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LRANNPYL5NPUMUVL7DUBBA7SPS}

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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

2 papers in Pith

Trustworthy Recommendation in the Era of Large Language Models: Opportunities and Challenges

Rethinking Semantic Collaborative Integration: Why Alignment Is Not Enough

Receipt and verification

First computed	2026-07-05T06:44:01.843468Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5c40d6bf0beb5f4652abf8e81083f27cab7cb833db3d83a238e89b51821421d3

Aliases

arxiv: 2308.12241 · arxiv_version: 2308.12241v1 · doi: 10.48550/arxiv.2308.12241 · pith_short_12: LRANNPYL5NPU · pith_short_16: LRANNPYL5NPUMUVL · pith_short_8: LRANNPYL

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/LRANNPYL5NPUMUVL7DUBBA7SPS \
  | 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: 5c40d6bf0beb5f4652abf8e81083f27cab7cb833db3d83a238e89b51821421d3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "62ba40bc70a6c0cf1e94f9aa2ddcd41fdc9f57ce9a1e894f3dee336727af488c",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2023-08-23T16:32:54Z",
    "title_canon_sha256": "8833da46cf6474e64688857f848d16ec75413b60eaca48626a6e8e516571c5e6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2308.12241",
    "kind": "arxiv",
    "version": 1
  }
}