Pith Number

pith:BSRQYXON

pith:2024:BSRQYXON4LXQKIMVM3FZVKJVB3

not attested not anchored not stored refs pending

Enhancing ID-based Recommendation with Large Language Models

Chen Gao, Depeng Jin, Hengliang Luo, Lei Chen, Meng Wang, Xiaoyi Du, Yong Li

arxiv:2411.02041 v1 · 2024-11-04 · 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{BSRQYXON4LXQKIMVM3FZVKJVB3}

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

1 paper in Pith

Optimizing Recall or Relevance? A Multi-Task Multi-Head Approach for Item-to-Item Retrieval in Recommendation

Receipt and verification

First computed	2026-07-05T09:30:40.560209Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0ca30c5dcde2ef05219566cb9aa9350ec19b59259387d5edffc32598fb78bf9d

Aliases

arxiv: 2411.02041 · arxiv_version: 2411.02041v1 · doi: 10.48550/arxiv.2411.02041 · pith_short_12: BSRQYXON4LXQ · pith_short_16: BSRQYXON4LXQKIMV · pith_short_8: BSRQYXON

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/BSRQYXON4LXQKIMVM3FZVKJVB3 \
  | 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: 0ca30c5dcde2ef05219566cb9aa9350ec19b59259387d5edffc32598fb78bf9d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8b4cecdcd598c793c0a3aada7dd78badcefbcea5f9ad9b6746640da3bfed1d68",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2024-11-04T12:43:12Z",
    "title_canon_sha256": "faa146555d1d75d1f76256c09a288405057f2894de8c6274ec53624f4e634ad5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.02041",
    "kind": "arxiv",
    "version": 1
  }
}