Pith Number

pith:3UB3FNSS

pith:2023:3UB3FNSSA5GICDFOPQIUQGDJFW

not attested not anchored not stored refs pending

The ART of LLM Refinement: Ask, Refine, and Trust

Andrew Cohen, Asli Celikyilmaz, Jason Weston, Koustuv Sinha, Kumar Shridhar, Mrinmaya Sachan, Ping Yu, Ram Pasunuru, Tianlu Wang

arxiv:2311.07961 v1 · 2023-11-14 · 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{3UB3FNSSA5GICDFOPQIUQGDJFW}

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

Context-Mediated Domain Adaptation in Multi-Agent Sensemaking Systems

Receipt and verification

First computed	2026-07-05T07:12:26.392611Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

dd03b2b652074c810cae7c114818692d8e4630bf3c14fe70bb4cffefceef5897

Aliases

arxiv: 2311.07961 · arxiv_version: 2311.07961v1 · doi: 10.48550/arxiv.2311.07961 · pith_short_12: 3UB3FNSSA5GI · pith_short_16: 3UB3FNSSA5GICDFO · pith_short_8: 3UB3FNSS

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/3UB3FNSSA5GICDFOPQIUQGDJFW \
  | 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: dd03b2b652074c810cae7c114818692d8e4630bf3c14fe70bb4cffefceef5897

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "69bcadffd418172598ee1c6f94258becc26157254dac97633932227c4570503b",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-11-14T07:26:32Z",
    "title_canon_sha256": "f76bd59c1cc7028d59a0a5369cce4de5ec3f36ebe44a4e83bfd7352a4ca92769"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.07961",
    "kind": "arxiv",
    "version": 1
  }
}