Pith Number

pith:KZ4SA7JV

pith:2024:KZ4SA7JVFPUZN4TWY4ZEXUV7WH

not attested not anchored not stored refs pending

A Multi-LLM Debiasing Framework

Deonna M. Owens, Franck Dernoncourt, Hanieh Deilamsalehy, Jiuxiang Gu, Nedim Lipka, Ruiyi Zhang, Ryan A. Rossi, Sungchul Kim, Tong Yu, Xiang Chen

arxiv:2409.13884 v1 · 2024-09-20 · cs.CL · cs.AI · cs.CY · 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{KZ4SA7JVFPUZN4TWY4ZEXUV7WH}

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

5 papers in Pith

Discriminatory Compliance: How LLMs Answer Queries from Protected Groups

A Survey of Scaling in Large Language Model Reasoning

Scoring, Reasoning, and Selecting the Best! Ensembling Large Language Models via a Peer-Review Process

Be a Partner, not a Bystander in Software Engineering Practice: Bridging the Gaps between Academia and Industry

LLMs-as-Judges: A Comprehensive Survey on LLM-based Evaluation Methods

Receipt and verification

First computed	2026-07-05T09:10:08.138702Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5679207d352be996f276c7324bd2bfb1f8e983a8fee121a4e68d96df2fe952f9

Aliases

arxiv: 2409.13884 · arxiv_version: 2409.13884v1 · doi: 10.48550/arxiv.2409.13884 · pith_short_12: KZ4SA7JVFPUZ · pith_short_16: KZ4SA7JVFPUZN4TW · pith_short_8: KZ4SA7JV

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/KZ4SA7JVFPUZN4TWY4ZEXUV7WH \
  | 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: 5679207d352be996f276c7324bd2bfb1f8e983a8fee121a4e68d96df2fe952f9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "de570127992feef8e9c1c8d826988fd8a90fc715af11eac4b23b9e927329f8e1",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CY",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-09-20T20:24:50Z",
    "title_canon_sha256": "b0a0b0f6f004f67c1cd2a2bdb5116902be6098bfd59567cb8c31c55fb24e57c7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.13884",
    "kind": "arxiv",
    "version": 1
  }
}