Pith Number

pith:JGUZ4FXQ

pith:2024:JGUZ4FXQ5I2DO6TTILZCOIJGYT

not attested not anchored not stored refs pending

FLARE: Fusing Language Models and Collaborative Architectures for Recommender Enhancement

Ambarish Jash, Hubert Pham, James Pine, Krishna Sayana, Liam Hebert, Marialena Kyriakidi, Sukhdeep Sodhi

arxiv:2409.11699 v2 · 2024-09-18 · cs.IR · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JGUZ4FXQ5I2DO6TTILZCOIJGYT}

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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

Large Language Model Enhanced Recommender Systems: A Survey

Receipt and verification

First computed	2026-07-05T10:25:10.172443Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

49a99e16f0ea34377a7342f2272126c4c158ad8027f64bd4bf9bd1de11be574a

Aliases

arxiv: 2409.11699 · arxiv_version: 2409.11699v2 · doi: 10.48550/arxiv.2409.11699 · pith_short_12: JGUZ4FXQ5I2D · pith_short_16: JGUZ4FXQ5I2DO6TT · pith_short_8: JGUZ4FXQ

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/JGUZ4FXQ5I2DO6TTILZCOIJGYT \
  | 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: 49a99e16f0ea34377a7342f2272126c4c158ad8027f64bd4bf9bd1de11be574a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "27a544085012f38130a415bc86f1ca7090e7c7ea3b9097107de584dc817517bb",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2024-09-18T04:43:41Z",
    "title_canon_sha256": "13c4c404ab15912c82c0c1abfa56cdc6904cdb810297f71e8f1f476def1a1d99"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.11699",
    "kind": "arxiv",
    "version": 2
  }
}