Pith Number

pith:IFBWYHJO

pith:2024:IFBWYHJOQ77SKAAGOCSAMNLTVL

not attested not anchored not stored refs pending

Revealing Hidden Bias in AI: Lessons from Large Language Models

Django Beatty, Kritsada Masanthia, Niphan Sethi, Teepakorn Kaphol

arxiv:2410.16927 v1 · 2024-10-22 · cs.AI · cs.CY

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

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\usepackage{pith}
\pithnumber{IFBWYHJOQ77SKAAGOCSAMNLTVL}

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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

2 papers in Pith

Ontology-constrained multi-LLM scoring of hypothesis support in the predictive processing literature

Understanding and Mitigating Bias Inheritance in LLM-based Data Augmentation on Downstream Tasks

Receipt and verification

First computed	2026-07-05T09:24:08.767554Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

41436c1d2e87ff25000670a4063573aaf3e3d19a721fdcc3e39ac9abe5406112

Aliases

arxiv: 2410.16927 · arxiv_version: 2410.16927v1 · doi: 10.48550/arxiv.2410.16927 · pith_short_12: IFBWYHJOQ77S · pith_short_16: IFBWYHJOQ77SKAAG · pith_short_8: IFBWYHJO

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/IFBWYHJOQ77SKAAGOCSAMNLTVL \
  | 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: 41436c1d2e87ff25000670a4063573aaf3e3d19a721fdcc3e39ac9abe5406112

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "67a15569d14350829e78d805c6cde47982b02f58419717c31d6de6047101f907",
    "cross_cats_sorted": [
      "cs.CY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-10-22T11:58:54Z",
    "title_canon_sha256": "5e4f1da57185cfd8a15ed6717de4380ee264a0d1534a92b3028bb02313120c7d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.16927",
    "kind": "arxiv",
    "version": 1
  }
}