Pith Number

pith:CIKQA6US

pith:2025:CIKQA6US2ZBS5P7CAXRYEYQKA4

not attested not anchored not stored refs pending

Planted in Pretraining, Swayed by Finetuning: A Case Study on the Origins of Cognitive Biases in LLMs

Gabriel Stanovsky, Itay Itzhak, Yonatan Belinkov

arxiv:2507.07186 v2 · 2025-07-09 · cs.CL · cs.AI · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CIKQA6US2ZBS5P7CAXRYEYQKA4}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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.

Receipt and verification

First computed	2026-07-05T11:35:58.145083Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1215007a92d6432ebfe205e382620a070acc1afa925f668496f78eef3f5ca341

Aliases

arxiv: 2507.07186 · arxiv_version: 2507.07186v2 · doi: 10.48550/arxiv.2507.07186 · pith_short_12: CIKQA6US2ZBS · pith_short_16: CIKQA6US2ZBS5P7C · pith_short_8: CIKQA6US

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/CIKQA6US2ZBS5P7CAXRYEYQKA4 \
  | 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: 1215007a92d6432ebfe205e382620a070acc1afa925f668496f78eef3f5ca341

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6a84774106b4aeabc7e1434be0eee3a9898a8b5530a72225bf892bc54b955064",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-07-09T18:01:14Z",
    "title_canon_sha256": "ec615e924f7f0aa7187e33bf2a3b3935f3e20f8124f4b025db4981d51d74a9a7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.07186",
    "kind": "arxiv",
    "version": 2
  }
}