Pith Number

pith:OYRS4KUY

pith:2025:OYRS4KUYFX4S3DSZO2Z5HIHFVO

not attested not anchored not stored refs pending

LinguaMark: Do Multimodal Models Speak Fairly? A Benchmark-Based Evaluation

Ananya Raval, Aravind Narayanan, Shaina Raza, Vahid Reza Khazaie

arxiv:2507.07274 v1 · 2025-07-09 · cs.CV · 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{OYRS4KUYFX4S3DSZO2Z5HIHFVO}

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	2026-07-05T11:34:54.961621Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

76232e2a982df92d8e5976b3d3a0e5ab9351fecc0efd8b47e3fb9f06c10db68c

Aliases

arxiv: 2507.07274 · arxiv_version: 2507.07274v1 · doi: 10.48550/arxiv.2507.07274 · pith_short_12: OYRS4KUYFX4S · pith_short_16: OYRS4KUYFX4S3DSZ · pith_short_8: OYRS4KUY

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/OYRS4KUYFX4S3DSZO2Z5HIHFVO \
  | 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: 76232e2a982df92d8e5976b3d3a0e5ab9351fecc0efd8b47e3fb9f06c10db68c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a045bf040a81d5757aa1c25523d74f07265bb4717fdde3c61912c9f9ebedc5ca",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-07-09T20:45:04Z",
    "title_canon_sha256": "f6d40c91b3b4b7406ec3abf2929cb8fe17aa879e4643d157f34db445d17f7a3e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.07274",
    "kind": "arxiv",
    "version": 1
  }
}