Pith Number

pith:XJS5EBRH

pith:2024:XJS5EBRH7XIYX3IKAYL366VM5Y

not attested not anchored not stored refs pending

Bias Neutralization Framework: Measuring Fairness in Large Language Models with Bias Intelligence Quotient (BiQ)

Elton Sampaio, Gabriella Waters, John Pasmore, Malur Narayan, Vijay Raghavan

arxiv:2404.18276 v1 · 2024-04-28 · cs.CL · 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{XJS5EBRH7XIYX3IKAYL366VM5Y}

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	2026-07-05T08:13:00.802971Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ba65d20627fdd18bed0a0617bf7aacee015f85ae7fa03919bb0ddb58cc6b3fa2

Aliases

arxiv: 2404.18276 · arxiv_version: 2404.18276v1 · doi: 10.48550/arxiv.2404.18276 · pith_short_12: XJS5EBRH7XIY · pith_short_16: XJS5EBRH7XIYX3IK · pith_short_8: XJS5EBRH

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/XJS5EBRH7XIYX3IKAYL366VM5Y \
  | 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: ba65d20627fdd18bed0a0617bf7aacee015f85ae7fa03919bb0ddb58cc6b3fa2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9abb3671ea1fe108c1b5b8e1a07ca059cf1b7ceb15e72ab1ef01a9a22c4c0c44",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-04-28T18:47:14Z",
    "title_canon_sha256": "ae71f6db6523cba6390aa0c2c731464acdef14c6c68dfeb15f33f51ddf213cc0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.18276",
    "kind": "arxiv",
    "version": 1
  }
}