Pith Number

pith:GNHPBQM5

pith:2025:GNHPBQM5YZ6NNNIZ7WT7TK2W47

not attested not anchored not stored refs pending

Whose Boat Does it Float? Improving Personalization in Preference Tuning via Inferred User Personas

Fumeng Yang, Jordan Lee Boyd-Graber, Nishant Balepur, Rachel Rudinger, Shi Feng, Vishakh Padmakumar

arxiv:2501.11549 v2 · 2025-01-20 · 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{GNHPBQM5YZ6NNNIZ7WT7TK2W47}

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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

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

Receipt and verification

First computed	2026-07-05T11:13:18.883528Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

334ef0c19dc67cd6b519fda7f9ab56e7e415b30a5d4347c962fbd79660fd7c67

Aliases

arxiv: 2501.11549 · arxiv_version: 2501.11549v2 · doi: 10.48550/arxiv.2501.11549 · pith_short_12: GNHPBQM5YZ6N · pith_short_16: GNHPBQM5YZ6NNNIZ · pith_short_8: GNHPBQM5

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/GNHPBQM5YZ6NNNIZ7WT7TK2W47 \
  | 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: 334ef0c19dc67cd6b519fda7f9ab56e7e415b30a5d4347c962fbd79660fd7c67

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "75c34d934082e4bc3d34374547cb103ea7e6c18e3e7cd841d6eae86080808b47",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-01-20T15:38:43Z",
    "title_canon_sha256": "7fdd8f6c9adb27848394fdda3718a519782870e331452918546e518eaf46cebb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.11549",
    "kind": "arxiv",
    "version": 2
  }
}