Pith Number

pith:XFC3XRRU

pith:2023:XFC3XRRU4JF6MGOAMZRAC6F3NU

not attested not anchored not stored refs pending

The Consensus Game: Language Model Generation via Equilibrium Search

Athul Paul Jacob, Gabriele Farina, Jacob Andreas, Yikang Shen

arxiv:2310.09139 v1 · 2023-10-13 · cs.GT · cs.AI · cs.CL · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XFC3XRRU4JF6MGOAMZRAC6F3NU}

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

Wasserstein Equilibrium Decoding for Reliable Medical Visual Question Answering

Receipt and verification

First computed	2026-07-05T07:00:40.357601Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b945bbc634e24be619c066620178bb6d0dc6a44ead0a9c5fd8a0e42c909cfbe9

Aliases

arxiv: 2310.09139 · arxiv_version: 2310.09139v1 · doi: 10.48550/arxiv.2310.09139 · pith_short_12: XFC3XRRU4JF6 · pith_short_16: XFC3XRRU4JF6MGOA · pith_short_8: XFC3XRRU

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/XFC3XRRU4JF6MGOAMZRAC6F3NU \
  | 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: b945bbc634e24be619c066620178bb6d0dc6a44ead0a9c5fd8a0e42c909cfbe9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d4a9ac1d4c19f0ef2867e5e757d999a8246f05e5617261df6a747aa847b2118e",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.GT",
    "submitted_at": "2023-10-13T14:27:21Z",
    "title_canon_sha256": "935d91ee76cd741b0230f6d31d3198fb0eac9c7b0608154bc9580acbec5b6048"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.09139",
    "kind": "arxiv",
    "version": 1
  }
}