Pith Number

pith:IKKPM7AX

pith:2025:IKKPM7AXDQN2FMOZIHX773NH2N

not attested not anchored not stored refs pending

Large Language Models Show Signs of Alignment with Human Neurocognition During Abstract Reasoning

Christopher Pinier, Claire E. Stevenson, Dora Matzke, Mariia Steeghs-Turchina, Michael D. Nunez, Sonia Acu\~na Vargas

arxiv:2508.10057 v1 · 2025-08-12 · q-bio.NC · cs.AI · cs.CL

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

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\usepackage{pith}
\pithnumber{IKKPM7AXDQN2FMOZIHX773NH2N}

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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

3 papers in Pith

Letting the neural code speak: Automated characterization of monkey visual neurons through human language

Large Language Models Align with the Human Brain during Creative Thinking

Letting the neural code speak: Automated characterization of monkey visual neurons through human language

Receipt and verification

First computed	2026-07-05T11:53:30.094249Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4294f67c171c1ba2b1d941efffeda7d34088bed63f704a371eb7bdfe4b793ff7

Aliases

arxiv: 2508.10057 · arxiv_version: 2508.10057v1 · doi: 10.48550/arxiv.2508.10057 · pith_short_12: IKKPM7AXDQN2 · pith_short_16: IKKPM7AXDQN2FMOZ · pith_short_8: IKKPM7AX

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/IKKPM7AXDQN2FMOZIHX773NH2N \
  | 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: 4294f67c171c1ba2b1d941efffeda7d34088bed63f704a371eb7bdfe4b793ff7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1094717bd4ec92c6ebc7f4d779c141a6d651cf49a7d8989f77f879d5f3ad193b",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "q-bio.NC",
    "submitted_at": "2025-08-12T21:38:46Z",
    "title_canon_sha256": "d8ba6a191c404bbdb948318f18011ec38401723b686faa2fcda005ad49f59712"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.10057",
    "kind": "arxiv",
    "version": 1
  }
}