Pith Number

pith:QAMRGIUJ

pith:2025:QAMRGIUJBGKNO2ON3W3ZGJF6RM

not attested not anchored not stored refs pending

Intrinsic Bias is Predicted by Pretraining Data and Correlates with Downstream Performance in Vision-Language Encoders

Aylin Caliskan, Isaac Slaughter, Kshitish Ghate, Kyra Wilson, Mona Diab

arxiv:2502.07957 v2 · 2025-02-11 · cs.AI

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\usepackage{pith}
\pithnumber{QAMRGIUJBGKNO2ON3W3ZGJF6RM}

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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

Neutral-Reference Prompting for Vision-Language Models

Receipt and verification

First computed	2026-07-05T11:19:03.569908Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

80191322890994d769cdddb79324be8b258e102e09c43123abef1c681c120b43

Aliases

arxiv: 2502.07957 · arxiv_version: 2502.07957v2 · doi: 10.48550/arxiv.2502.07957 · pith_short_12: QAMRGIUJBGKN · pith_short_16: QAMRGIUJBGKNO2ON · pith_short_8: QAMRGIUJ

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/QAMRGIUJBGKNO2ON3W3ZGJF6RM \
  | 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: 80191322890994d769cdddb79324be8b258e102e09c43123abef1c681c120b43

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5157ac472fc91c0759d3161fb0b1b0bd4e3e77d4c53a83187db76765635de7a4",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-02-11T21:11:47Z",
    "title_canon_sha256": "6eded2cfc5c8bc41194ad48facb097642fb886789dd3f2f6974113b1735f470b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.07957",
    "kind": "arxiv",
    "version": 2
  }
}