Pith Number

pith:CEAE3UGH

pith:2024:CEAE3UGH7P6EBB4HZSATPGIOYO

not attested not anchored not stored refs pending

Personalized Large Language Models

Arkadiusz Janz, Bart{\l}omiej Koptyra, Jan Koco\'n, Przemys{\l}aw Kazienko, Stanis{\l}aw Wo\'zniak

arxiv:2402.09269 v2 · 2024-02-14 · cs.CL · 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{CEAE3UGH7P6EBB4HZSATPGIOYO}

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

2 papers in Pith

Automatic Dataset Construction (ADC): Sample Collection, Data Curation, and Beyond

CARD: Cluster-level Adaptation with Reward-guided Decoding for Personalized Text Generation

Receipt and verification

First computed	2026-07-05T09:32:31.449976Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

11004dd0c7fbfc408787cc8137990ec3889049c2f7c9370bf367a255625bba5c

Aliases

arxiv: 2402.09269 · arxiv_version: 2402.09269v2 · doi: 10.48550/arxiv.2402.09269 · pith_short_12: CEAE3UGH7P6E · pith_short_16: CEAE3UGH7P6EBB4H · pith_short_8: CEAE3UGH

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/CEAE3UGH7P6EBB4HZSATPGIOYO \
  | 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: 11004dd0c7fbfc408787cc8137990ec3889049c2f7c9370bf367a255625bba5c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9a9d24595c46c056d19a323b0af8bcd0585f5c7057c6aa754255bf163b642cdc",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-02-14T15:55:30Z",
    "title_canon_sha256": "6a6ef65db7a9fca27c72cb105d9cc3e62096cb4d98095cb23601c48732fa71cc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.09269",
    "kind": "arxiv",
    "version": 2
  }
}