Pith Number

pith:COTRLQHF

pith:2025:COTRLQHFFRATRCUPG77JIKOUAO

not attested not anchored not stored refs pending

RuleAgent: Discovering Rules for Recommendation Denoising with Autonomous Language Agents

Hongzhi Yin, Junliang Yu, Min Gao, Shazia Sadiq, Yupeng Hou, Zongwei Wang

arxiv:2503.23374 v1 · 2025-03-30 · cs.IR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{COTRLQHFFRATRCUPG77JIKOUAO}

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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

ANCHOR: Agentic Noise Creation Framework for Human Simulation and Denoising Recommendation

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

A Survey on Generative Recommendation: Data, Model, and Tasks

Self-Distilled Reinforcement Learning for Co-Evolving Agentic Recommender Systems

Receipt and verification

First computed	2026-07-05T10:41:35.238387Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

13a715c0e52c41388a8f37fe9429d4038602d0bb72c9d0293f92d20a246e5c63

Aliases

arxiv: 2503.23374 · arxiv_version: 2503.23374v1 · doi: 10.48550/arxiv.2503.23374 · pith_short_12: COTRLQHFFRAT · pith_short_16: COTRLQHFFRATRCUP · pith_short_8: COTRLQHF

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/COTRLQHFFRATRCUPG77JIKOUAO \
  | 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: 13a715c0e52c41388a8f37fe9429d4038602d0bb72c9d0293f92d20a246e5c63

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "98402e76c4ce12a4964d469f1e931bbb2156e47c9bd684914f502cc9640ec435",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2025-03-30T09:19:03Z",
    "title_canon_sha256": "0b77b3647f3e144a1ab1ff7b941dcb4adf6581d230e7100c1dbb348ff0bfaa85"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.23374",
    "kind": "arxiv",
    "version": 1
  }
}