Pith Number

pith:7EH4EUVC

pith:2025:7EH4EUVCQ3NYRKWX2Z63LNT7NP

not attested not anchored not stored refs pending

LLM-RecG: A Semantic Bias-Aware Framework for Zero-Shot Sequential Recommendation

Hari Sundaram, Junting Wang, Yunzhe Li, Zhining Liu

arxiv:2501.19232 v2 · 2025-01-31 · 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{7EH4EUVCQ3NYRKWX2Z63LNT7NP}

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

SelfElicit: Your Language Model Secretly Knows Where is the Relevant Evidence

Receipt and verification

First computed	2026-07-05T11:38:26.626998Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f90fc252a286db88aad7d67db5b67f6bd951fd496b4c28ba026d0bf32d91c00b

Aliases

arxiv: 2501.19232 · arxiv_version: 2501.19232v2 · doi: 10.48550/arxiv.2501.19232 · pith_short_12: 7EH4EUVCQ3NY · pith_short_16: 7EH4EUVCQ3NYRKWX · pith_short_8: 7EH4EUVC

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/7EH4EUVCQ3NYRKWX2Z63LNT7NP \
  | 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: f90fc252a286db88aad7d67db5b67f6bd951fd496b4c28ba026d0bf32d91c00b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b2a8a3283e4344b2d9efcd017ea896e3df5cb53cc791a1f929c5426b8c864520",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.IR",
    "submitted_at": "2025-01-31T15:43:21Z",
    "title_canon_sha256": "93f6c92ec9629ee7b4195ad8246db3c8b9e2837b3b06f541b40ef6679168abf4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.19232",
    "kind": "arxiv",
    "version": 2
  }
}