Pith Number

pith:LLFUZ3O5

pith:2025:LLFUZ3O5TNL5NGBISWIACTTXM7

not attested not anchored not stored refs pending

FairJudge: Abstention-Aware Multimodal Judges for Fairness and Alignment Evaluation in Text-to-Image Models

Ioannis Patras, Maimuna Nowaz, Maryam Fetanat, Matthew Purver, Zahraa Al Sahili

arxiv:2510.22827 v3 · 2025-10-26 · cs.CV · 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{LLFUZ3O5TNL5NGBISWIACTTXM7}

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	2026-05-26T02:05:03.696824Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5acb4ceddd9b57d698289590014e7767cf01de1f40b411099088b803241ca3b7

Aliases

arxiv: 2510.22827 · arxiv_version: 2510.22827v3 · doi: 10.48550/arxiv.2510.22827 · pith_short_12: LLFUZ3O5TNL5 · pith_short_16: LLFUZ3O5TNL5NGBI · pith_short_8: LLFUZ3O5

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/LLFUZ3O5TNL5NGBISWIACTTXM7 \
  | 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: 5acb4ceddd9b57d698289590014e7767cf01de1f40b411099088b803241ca3b7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dfc1e4b523fcef86352f8c9542482ad0fa880dc25fa1938b1c69448716deba59",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-10-26T20:43:48Z",
    "title_canon_sha256": "96d048b5c099e30fd5b7c824477ad4cdb88ea3a3ccd4fa98abcba6a170537396"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2510.22827",
    "kind": "arxiv",
    "version": 3
  }
}