Pith Number

pith:MXB5IFSP

pith:2024:MXB5IFSPQ74H3TTA2MLHPX5VM7

not attested not anchored not stored refs pending

Cognitive Biases in Large Language Models: A Survey and Mitigation Experiments

Hisashi Kashima, Koh Takeuchi, Yasuaki Sumita

arxiv:2412.00323 v1 · 2024-11-30 · cs.CL · cs.AI

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\usepackage{pith}
\pithnumber{MXB5IFSPQ74H3TTA2MLHPX5VM7}

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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	2026-07-05T09:42:39.542141Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

65c3d4164f87f87dce60d31677dfb567d3462614dee9fe957fd2fedfc59b6d30

Aliases

arxiv: 2412.00323 · arxiv_version: 2412.00323v1 · doi: 10.48550/arxiv.2412.00323 · pith_short_12: MXB5IFSPQ74H · pith_short_16: MXB5IFSPQ74H3TTA · pith_short_8: MXB5IFSP

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/MXB5IFSPQ74H3TTA2MLHPX5VM7 \
  | 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: 65c3d4164f87f87dce60d31677dfb567d3462614dee9fe957fd2fedfc59b6d30

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "523ed3ce0c363ab1a5bc058c682b08867aca89840777de2e42332f4a5d71af25",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-11-30T02:37:59Z",
    "title_canon_sha256": "136533fe2c84f2e96223a6f8594e647e9d811eaae1de732c51fca69aaff81cee"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.00323",
    "kind": "arxiv",
    "version": 1
  }
}