Pith Number

pith:LZRFQLZV

pith:2024:LZRFQLZVGATMEIWIRX77ERNWLM

not attested not anchored not stored refs pending

Text-like Encoding of Collaborative Information in Large Language Models for Recommendation

Fuli Feng, Keqin Bao, Ming Yan, Wenjie Wang, Xiangnan He, Yang Zhang

arxiv:2406.03210 v1 · 2024-06-05 · 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{LZRFQLZVGATMEIWIRX77ERNWLM}

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

4 papers in Pith

Every Preference Has Its Strength: Injecting Ordinal Semantics into LLM-Based Recommenders

Filling the Gaps: Selective Knowledge Augmentation for LLM Recommenders

RRCM: Ranking-Driven Retrieval over Collaborative and Meta Memories for LLM Recommendation

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

Receipt and verification

First computed	2026-07-05T08:27:53.194934Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5e62582f353026c222c88dfff245b65b0036a4d8594e3918afdc1f894999c0b9

Aliases

arxiv: 2406.03210 · arxiv_version: 2406.03210v1 · doi: 10.48550/arxiv.2406.03210 · pith_short_12: LZRFQLZVGATM · pith_short_16: LZRFQLZVGATMEIWI · pith_short_8: LZRFQLZV

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/LZRFQLZVGATMEIWIRX77ERNWLM \
  | 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: 5e62582f353026c222c88dfff245b65b0036a4d8594e3918afdc1f894999c0b9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4e7aa307df7839db7b78df23f5b590fd00b0573435646228e472c384e078d631",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2024-06-05T12:45:25Z",
    "title_canon_sha256": "d2f8e5f4f649d57c9118ae5d318b192389b0388849d4573a94c6ee80aeb6a963"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.03210",
    "kind": "arxiv",
    "version": 1
  }
}