Pith Number

pith:7NI4WHF2

pith:2024:7NI4WHF2NUMBTOQ4Y7QGMRN3BK

not attested not anchored not stored refs pending

A Prompting-Based Representation Learning Method for Recommendation with Large Language Models

Junyi Chen, Toyotaro Suzumura

arxiv:2409.16674 v3 · 2024-09-25 · 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{7NI4WHF2NUMBTOQ4Y7QGMRN3BK}

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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

Graph Foundation Models for Recommendation: A Comprehensive Survey

Receipt and verification

First computed	2026-07-05T09:13:57.250974Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fb51cb1cba6d1819ba1cc7e06645bb0aac2a6467ea12acb408da22f0ec4d4fb3

Aliases

arxiv: 2409.16674 · arxiv_version: 2409.16674v3 · doi: 10.48550/arxiv.2409.16674 · pith_short_12: 7NI4WHF2NUMB · pith_short_16: 7NI4WHF2NUMBTOQ4 · pith_short_8: 7NI4WHF2

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/7NI4WHF2NUMBTOQ4Y7QGMRN3BK \
  | 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: fb51cb1cba6d1819ba1cc7e06645bb0aac2a6467ea12acb408da22f0ec4d4fb3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "33be6faf2672a73bc26a91fae9a6519d78e1aabdd933213191655a29daf48bab",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2024-09-25T07:06:14Z",
    "title_canon_sha256": "6a66aac5a9f862a6cab760bb8dab3b7012a831c3762be4cf6032534a24b5e83b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.16674",
    "kind": "arxiv",
    "version": 3
  }
}