Pith Number

pith:ILHKUXCL

pith:2023:ILHKUXCLJTN7UIZE5F6FYDW7H2

not attested not anchored not stored refs pending

Towards Open-World Recommendation with Knowledge Augmentation from Large Language Models

Bo Chen, Hong Zhu, Jianghao Lin, Jieming Zhu, Ruiming Tang, Rui Zhang, Weinan Zhang, Weiwen Liu, Xiaoling Cai, Yong Yu, Yunjia Xi

arxiv:2306.10933 v4 · 2023-06-19 · cs.IR

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ILHKUXCLJTN7UIZE5F6FYDW7H2}

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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

4 papers in Pith

RankFlow: A Multi-Role Collaborative Reranking Workflow Utilizing Large Language Models

Pre-trained LLMs Meet Sequential Recommenders: Efficient User-Centric Knowledge Distillation

Modular Representation Compression: Adapting LLMs for Efficient and Effective Recommendations

EHRAG: Bridging Semantic Gaps in Lightweight GraphRAG via Hybrid Hypergraph Construction and Retrieval

Receipt and verification

First computed	2026-07-05T07:19:46.255491Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

42ceaa5c4b4cdbfa2324e97c5c0edf3ea71e3dbb026e1f6326f98c97b9f5672e

Aliases

arxiv: 2306.10933 · arxiv_version: 2306.10933v4 · doi: 10.48550/arxiv.2306.10933 · pith_short_12: ILHKUXCLJTN7 · pith_short_16: ILHKUXCLJTN7UIZE · pith_short_8: ILHKUXCL

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/ILHKUXCLJTN7UIZE5F6FYDW7H2 \
  | 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: 42ceaa5c4b4cdbfa2324e97c5c0edf3ea71e3dbb026e1f6326f98c97b9f5672e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "38bd7844a666c4bd932ea490a61bd4f3aedd6fffa17c24e34c7cb531c460bccc",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2023-06-19T13:44:48Z",
    "title_canon_sha256": "079282da179e7eaeb45be8a6cba0beb582ec45ea6d1c3208d580e4b73b3662fa"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.10933",
    "kind": "arxiv",
    "version": 4
  }
}