Pith Number

pith:J33L7ABF

pith:2025:J33L7ABFSXLPLYSICON4C2XC7B

not attested not anchored not stored refs pending

Robustly Improving LLM Fairness in Realistic Settings via Interpretability

Adam Karvonen, Samuel Marks

arxiv:2506.10922 v1 · 2025-06-12 · cs.LG · 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{J33L7ABFSXLPLYSICON4C2XC7B}

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

2 papers in Pith

Gender Bias in LLM Hiring Decisions: Evidence from a Japanese Context and Evaluation of Mitigation Strategies

Ads in AI Chatbots? An Analysis of How Large Language Models Navigate Conflicts of Interest

Receipt and verification

First computed	2026-07-05T11:20:40.399833Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4ef6bf802595d6f5e248139bc16ae2f8611f1a8e1900e9c2d4308ea4fcbfe547

Aliases

arxiv: 2506.10922 · arxiv_version: 2506.10922v1 · doi: 10.48550/arxiv.2506.10922 · pith_short_12: J33L7ABFSXLP · pith_short_16: J33L7ABFSXLPLYSI · pith_short_8: J33L7ABF

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/J33L7ABFSXLPLYSICON4C2XC7B \
  | 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: 4ef6bf802595d6f5e248139bc16ae2f8611f1a8e1900e9c2d4308ea4fcbfe547

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7b702477d588ef08385e9c4e26054025de9e91c66708d87f06a2b3f245c34348",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-12T17:34:38Z",
    "title_canon_sha256": "93d07e77f8681845c80b46fd87e32d27ac2081d167fee39fef46082a8264efb9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.10922",
    "kind": "arxiv",
    "version": 1
  }
}