Pith Number

pith:A7SBVSKR

pith:2025:A7SBVSKR2MSJNLWCHZQYDGIW57

not attested not anchored not stored refs pending

BESPOKE: Benchmark for Search-Augmented Large Language Model Personalization via Diagnostic Feedback

Dongha Lee, Hyunseo Kim, Kwangwook Seo, Sangam Lee

arxiv:2509.21106 v2 · 2025-09-25 · cs.CL · 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{A7SBVSKR2MSJNLWCHZQYDGIW57}

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

A Survey of Reasoning-Intensive Retrieval: Progress and Challenges

Receipt and verification

First computed	2026-05-27T01:05:38.153168Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

07e41ac951d32496aec23e61819916efc02156b5ddbe35f5b72c1604217149b0

Aliases

arxiv: 2509.21106 · arxiv_version: 2509.21106v2 · doi: 10.48550/arxiv.2509.21106 · pith_short_12: A7SBVSKR2MSJ · pith_short_16: A7SBVSKR2MSJNLWC · pith_short_8: A7SBVSKR

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/A7SBVSKR2MSJNLWCHZQYDGIW57 \
  | 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: 07e41ac951d32496aec23e61819916efc02156b5ddbe35f5b72c1604217149b0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8841430057d0a495bb7d14cd6ff82c7c93490d3fd7def3f8373a80cc8f11991b",
    "cross_cats_sorted": [
      "cs.IR"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-09-25T12:53:07Z",
    "title_canon_sha256": "b56d8d6aee1346860d25ab84dc2c83fcce89b6d8d1affa902e9c1ea03897b3f4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.21106",
    "kind": "arxiv",
    "version": 2
  }
}