Pith Number

pith:ULBKL7V6

pith:2023:ULBKL7V6B2FTPVT2GVBY37GJLQ

not attested not anchored not stored refs pending

Nationality Bias in Text Generation

Pranav Narayanan Venkit, Ruchi Panchanadikar, Sanjana Gautam, Shomir Wilson, Ting-Hao 'Kenneth' Huang

arxiv:2302.02463 v3 · 2023-02-05 · 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{ULBKL7V6B2FTPVT2GVBY37GJLQ}

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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

4 papers in Pith

A Tree-of-Thoughts Inspired Hybrid Approach for Legal Case Judgement Summarization using LLMs

Measuring Stereotype and Deviation Biases in Large Language Models

How do datasets, developers, and models affect biases in a low-resourced language?: The Case of the Bengali Language

Clustering Discourses: Racial Biases in Short Stories about Women Generated by Large Language Models

Receipt and verification

First computed	2026-07-05T05:41:52.208789Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a2c2a5febe0e8b37d67a35438dfcc95c3850f4c279f1a2bdd74653580ddb7228

Aliases

arxiv: 2302.02463 · arxiv_version: 2302.02463v3 · doi: 10.48550/arxiv.2302.02463 · pith_short_12: ULBKL7V6B2FT · pith_short_16: ULBKL7V6B2FTPVT2 · pith_short_8: ULBKL7V6

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/ULBKL7V6B2FTPVT2GVBY37GJLQ \
  | 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: a2c2a5febe0e8b37d67a35438dfcc95c3850f4c279f1a2bdd74653580ddb7228

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5d50965c70a035c6dc8c8e8a0c4342272cce43daaff37e03cb50cf52f2e6af38",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-02-05T19:15:33Z",
    "title_canon_sha256": "ea10abc153baa772b465a6b97cdf1f4c0c9f9b15489919eb9b3e3e66c1751993"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2302.02463",
    "kind": "arxiv",
    "version": 3
  }
}