Pith Number

pith:JBZBL5KZ

pith:2026:JBZBL5KZCBHWUM7EVRNBCF6EVM

not attested not anchored not stored refs pending

Cultural Counterfactuals: Evaluating Cultural Biases in Large Vision-Language Models with Counterfactual Examples

Kathleen C. Fraser, Phillip Howard, Xin Su

arxiv:2603.02370 v2 · 2026-03-02 · cs.CV

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\usepackage{pith}
\pithnumber{JBZBL5KZCBHWUM7EVRNBCF6EVM}

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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

Cross-Cultural Value Attribution in Large Vision-Language Models

Receipt and verification

First computed	2026-06-23T03:13:55.000957Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

487215f559104f6a33e4ac5a1117c4ab179ae90ca7d30eab28edea3a4be6f5a5

Aliases

arxiv: 2603.02370 · arxiv_version: 2603.02370v2 · doi: 10.48550/arxiv.2603.02370 · pith_short_12: JBZBL5KZCBHW · pith_short_16: JBZBL5KZCBHWUM7E · pith_short_8: JBZBL5KZ

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/JBZBL5KZCBHWUM7EVRNBCF6EVM \
  | 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: 487215f559104f6a33e4ac5a1117c4ab179ae90ca7d30eab28edea3a4be6f5a5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0a858a228651c214ea3e072101e2873b87408ca50dc92b83916c17f1c2ce359b",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2026-03-02T20:19:53Z",
    "title_canon_sha256": "9fa9fd562122c6c620889e3f8f68e16687930317d5d1c29c7fd19b1c0dc8d6ae"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2603.02370",
    "kind": "arxiv",
    "version": 2
  }
}