Pith Number

pith:377ERFF6

pith:2025:377ERFF6ANYTV5HMOKS2S3FLVB

not attested not anchored not stored refs pending

FairReason: Balancing Reasoning and Social Bias in MLLMs

Han Liu, Haoran Lu, Haozheng Luo, Jianshu Zhang, Manling Li, Philip S. Yu, Yutong Zhang, Yuwei Han, Zhenyu Pan

arxiv:2507.23067 v2 · 2025-07-30 · 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{377ERFF6ANYTV5HMOKS2S3FLVB}

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

MagicSim: A Unified Infrastructure for Executable Embodied Interaction

Receipt and verification

First computed	2026-07-05T12:05:43.812204Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

dffe4894be03713af4ec72a5a96caba84ca92746921c959c415ce0c1048a78ce

Aliases

arxiv: 2507.23067 · arxiv_version: 2507.23067v2 · doi: 10.48550/arxiv.2507.23067 · pith_short_12: 377ERFF6ANYT · pith_short_16: 377ERFF6ANYTV5HM · pith_short_8: 377ERFF6

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/377ERFF6ANYTV5HMOKS2S3FLVB \
  | 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: dffe4894be03713af4ec72a5a96caba84ca92746921c959c415ce0c1048a78ce

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b670e4728624ed3f3969d48f6f5b5a7968d0a9bbe4411191c5b3321bc24c23a8",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-07-30T19:57:22Z",
    "title_canon_sha256": "554be06453eb4702b8da824eadb1bdc5cce9dfb2b16ba994e4c4b2a6abb6b721"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.23067",
    "kind": "arxiv",
    "version": 2
  }
}