Pith Number

pith:5W5VFN3V

pith:2025:5W5VFN3VADDQ6F5TQQIU7U7UIT

not attested not anchored not stored refs pending

Reasoning Towards Fairness: Mitigating Bias in Language Models through Reasoning-Guided Fine-Tuning

Akshita Jha, Chandan K. Reddy, Sanchit Kabra

arxiv:2504.05632 v3 · 2025-04-08 · cs.CL · cs.AI · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{5W5VFN3VADDQ6F5TQQIU7U7UIT}

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

1 paper in Pith

MPF: Aligning and Debiasing Language Models post Deployment via Multi Perspective Fusion

Receipt and verification

First computed	2026-07-05T11:16:57.158965Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

edbb52b77500c70f17b384114fd3f444d898f607166355eeab1335101e548823

Aliases

arxiv: 2504.05632 · arxiv_version: 2504.05632v3 · doi: 10.48550/arxiv.2504.05632 · pith_short_12: 5W5VFN3VADDQ · pith_short_16: 5W5VFN3VADDQ6F5T · pith_short_8: 5W5VFN3V

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/5W5VFN3VADDQ6F5TQQIU7U7UIT \
  | 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: edbb52b77500c70f17b384114fd3f444d898f607166355eeab1335101e548823

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e807bcaba23f5069a5a31fc8e7c469c22acb5c230922abd549e8ef8c1352ac14",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-04-08T03:21:51Z",
    "title_canon_sha256": "38a2311781361b00f4fb472fc00029c06d20bc5cf5059412dfb27c8e42c090cd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.05632",
    "kind": "arxiv",
    "version": 3
  }
}