Pith Number

pith:PZWMEWAP

pith:2023:PZWMEWAPLUEJNT2TNVMD4RMHXH

not attested not anchored not stored refs pending

How Can Recommender Systems Benefit from Large Language Models: A Survey

Bo Chen, Chenxu Zhu, Chuhan Wu, Hao Zhang, Huifeng Guo, Jianghao Lin, Ruiming Tang, Weinan Zhang, Weiwen Liu, Xiangyang Li, Xinyi Dai, Yong Liu, Yong Yu, Yunjia Xi

arxiv:2306.05817 v6 · 2023-06-09 · 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{PZWMEWAPLUEJNT2TNVMD4RMHXH}

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

2 papers in Pith

Ocean4Rec: Offline LLM-Derived OCEAN Profiles for Request-Time VOD Reranking

A Survey on the Memory Mechanism of Large Language Model based Agents

Receipt and verification

First computed	2026-07-05T08:41:39.048771Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7e6cc2580f5d0896cf536d583e4587b9e5628b4462880a691158a77d4493fe5b

Aliases

arxiv: 2306.05817 · arxiv_version: 2306.05817v6 · doi: 10.48550/arxiv.2306.05817 · pith_short_12: PZWMEWAPLUEJ · pith_short_16: PZWMEWAPLUEJNT2T · pith_short_8: PZWMEWAP

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/PZWMEWAPLUEJNT2TNVMD4RMHXH \
  | 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: 7e6cc2580f5d0896cf536d583e4587b9e5628b4462880a691158a77d4493fe5b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a66949a5269c93d2ee81ff9a3f708ee08484e233998e894be0db1bbfeea23c74",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2023-06-09T11:31:50Z",
    "title_canon_sha256": "65f85137ffe7b8d6212ffea9b9692ceccc69268b34d0a5eccc9430abaa1c5e0d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.05817",
    "kind": "arxiv",
    "version": 6
  }
}