Pith Number

pith:OBRGLZW2

pith:2022:OBRGLZW2KMTFD3RO56OZ7GQ22J

not attested not anchored not stored refs pending

MAUVE Scores for Generative Models: Theory and Practice

John Thickstun, Krishna Pillutla, Lang Liu, Rowan Zellers, Sean Welleck, Sewoong Oh, Swabha Swayamdipta, Yejin Choi, Zaid Harchaoui

arxiv:2212.14578 v2 · 2022-12-30 · cs.LG · cs.AI · 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{OBRGLZW2KMTFD3RO56OZ7GQ22J}

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.

Receipt and verification

First computed	2026-07-05T07:21:10.394960Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

706265e6da532651ee2eef9d9f9a1ad2775bbbde987468d999bf23a021a412f9

Aliases

arxiv: 2212.14578 · arxiv_version: 2212.14578v2 · doi: 10.48550/arxiv.2212.14578 · pith_short_12: OBRGLZW2KMTF · pith_short_16: OBRGLZW2KMTFD3RO · pith_short_8: OBRGLZW2

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/OBRGLZW2KMTFD3RO56OZ7GQ22J \
  | 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: 706265e6da532651ee2eef9d9f9a1ad2775bbbde987468d999bf23a021a412f9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0b03e428ff78ac54588a3107779709f82d65c3d5afe9a57d2c7240483bb24cd2",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-12-30T07:37:40Z",
    "title_canon_sha256": "20b88b90a458ccf1d46d330ce2d46fbca21fbb506b70b68a735cac24084e4797"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2212.14578",
    "kind": "arxiv",
    "version": 2
  }
}