Pith Number

pith:PUY6YFS4

pith:2024:PUY6YFS434BEF3E7V5CT33XADV

not attested not anchored not stored refs pending

Reducing Selection Bias in Large Language Models

J. E. Eicher, R. F. Irgoli\v{c}

arxiv:2402.01740 v3 · 2024-01-29 · 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{PUY6YFS434BEF3E7V5CT33XADV}

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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

1 paper in Pith

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

Receipt and verification

First computed	2026-07-05T08:32:10.913308Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7d31ec165cdf0242ec9faf453deee01d69b90afb10411cf5ff140a13ae0d6614

Aliases

arxiv: 2402.01740 · arxiv_version: 2402.01740v3 · doi: 10.48550/arxiv.2402.01740 · pith_short_12: PUY6YFS434BE · pith_short_16: PUY6YFS434BEF3E7 · pith_short_8: PUY6YFS4

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/PUY6YFS434BEF3E7V5CT33XADV \
  | 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: 7d31ec165cdf0242ec9faf453deee01d69b90afb10411cf5ff140a13ae0d6614

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3ed864f8f117144280f5707d418d43f847397e61b65bdbc9f1c243591f6c9f1c",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-01-29T15:43:23Z",
    "title_canon_sha256": "85f483bb731f496c09d76d635e5fec8ab02d43d0e04302959ad635e6212bd130"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.01740",
    "kind": "arxiv",
    "version": 3
  }
}