Pith Number

pith:RTWDT45G

pith:2024:RTWDT45G6AME2RZGLLR3B2TFWX

not attested not anchored not stored refs pending

Bridging the User-side Knowledge Gap in Knowledge-aware Recommendations with Large Language Models

Fuji Ren, Jiawen Deng, Satoshi Nakagawa, Shimin Cai, Tao Zhou, Zhe Li, Zheng Hu, Ziyun Jiao

arxiv:2412.13544 v1 · 2024-12-18 · 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{RTWDT45G6AME2RZGLLR3B2TFWX}

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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

1 paper in Pith

Representation Quantization for Collaborative Filtering Augmentation

Receipt and verification

First computed	2026-07-05T09:51:03.702742Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8cec39f3a6f0184d47265ae3b0ea65b5fba73a34187a51506c78b507b8e7b2d9

Aliases

arxiv: 2412.13544 · arxiv_version: 2412.13544v1 · doi: 10.48550/arxiv.2412.13544 · pith_short_12: RTWDT45G6AME · pith_short_16: RTWDT45G6AME2RZG · pith_short_8: RTWDT45G

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/RTWDT45G6AME2RZGLLR3B2TFWX \
  | 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: 8cec39f3a6f0184d47265ae3b0ea65b5fba73a34187a51506c78b507b8e7b2d9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "21b5e6e8d0d88ceddae9cad027208ab94506e811c65566f61b1313b76d98d700",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2024-12-18T06:43:56Z",
    "title_canon_sha256": "abb476af3bbbe2a1f820cbc7f0a36505836d53879f559b5238e9b406173d6520"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.13544",
    "kind": "arxiv",
    "version": 1
  }
}