Pith Number

pith:FI4OHBYA

pith:2024:FI4OHBYAUOFW7UY4SLFQHHME7J

not attested not anchored not stored refs pending

Using Counterfactual Tasks to Evaluate the Generality of Analogical Reasoning in Large Language Models

Martha Lewis, Melanie Mitchell

arxiv:2402.08955 v1 · 2024-02-14 · cs.AI · cs.CL

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\usepackage{pith}
\pithnumber{FI4OHBYAUOFW7UY4SLFQHHME7J}

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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

5 papers in Pith

The Metanym Game: A Self-Contained, Self-Consistent LLM Peer-Community Benchmark for Structural Intelligence

Reasoning as Pattern Matching: Shared Mechanisms in Human and LLM Everyday Reasoning

Normative Robustness as a Frontier for Non-Verifiable Reasoning in LLMs

Empowerment Gain and Causal Model Construction: Children and adults are sensitive to controllability and variability in their causal interventions

Structural Ranking of the Cognitive Plausibility of Computational Models of Analogy and Metaphors with the Minimal Cognitive Grid

Receipt and verification

First computed	2026-07-05T07:45:06.027350Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2a38e38700a38b6fd31c92cb039d84fa71fd42a6b0a41651178d3201dc9cc486

Aliases

arxiv: 2402.08955 · arxiv_version: 2402.08955v1 · doi: 10.48550/arxiv.2402.08955 · pith_short_12: FI4OHBYAUOFW · pith_short_16: FI4OHBYAUOFW7UY4 · pith_short_8: FI4OHBYA

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/FI4OHBYAUOFW7UY4SLFQHHME7J \
  | 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: 2a38e38700a38b6fd31c92cb039d84fa71fd42a6b0a41651178d3201dc9cc486

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "73ba70850044fdc1094dedc61b85d28bf1797d8cc25cf84c3fc001c3b0288ea4",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-02-14T05:52:23Z",
    "title_canon_sha256": "6f78a54516808c95bfe1db95abab2465af48a74855662cf367e4a4ea8229f3f5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.08955",
    "kind": "arxiv",
    "version": 1
  }
}