Pith Number

pith:KNBKLFNN

pith:2025:KNBKLFNN26IRXZZJBIWBNSAUQY

not attested not anchored not stored refs pending

B-score: Detecting biases in large language models using response history

Anh Totti Nguyen, An Vo, Daeyoung Kim, Mohammad Reza Taesiri

arxiv:2505.18545 v1 · 2025-05-24 · cs.LG · cs.CL

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\usepackage{pith}
\pithnumber{KNBKLFNN26IRXZZJBIWBNSAUQY}

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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

AMEL: Accumulated Message Effects on LLM Judgments

Receipt and verification

First computed	2026-07-05T11:08:48.176476Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5342a595add7911be7290a2c16c814863ca02c9c531fd77dd026fdb1b623115a

Aliases

arxiv: 2505.18545 · arxiv_version: 2505.18545v1 · doi: 10.48550/arxiv.2505.18545 · pith_short_12: KNBKLFNN26IR · pith_short_16: KNBKLFNN26IRXZZJ · pith_short_8: KNBKLFNN

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/KNBKLFNN26IRXZZJBIWBNSAUQY \
  | 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: 5342a595add7911be7290a2c16c814863ca02c9c531fd77dd026fdb1b623115a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1644846fe159a238d585c2b1e72a9cd88bf768b881bf28d6bfdf7dc36e84918c",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-24T06:23:52Z",
    "title_canon_sha256": "714f6d568a7f66f653b8ab3571656e1dede6a00ce9cc785193595cdd0a8937c2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.18545",
    "kind": "arxiv",
    "version": 1
  }
}