Pith Number

pith:O43FIFKN

pith:2023:O43FIFKNEQLU6ELJY7LFN2M7CU

not attested not anchored not stored refs pending

Large Language Models as Analogical Reasoners

Denny Zhou, Ed H. Chi, Jure Leskovec, Michihiro Yasunaga, Panupong Pasupat, Percy Liang, Xinyun Chen, Yujia Li

arxiv:2310.01714 v3 · 2023-10-03 · cs.LG

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\usepackage{pith}
\pithnumber{O43FIFKNEQLU6ELJY7LFN2M7CU}

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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

10 papers in Pith

MR-Adopt: Automatic Deduction of Input Transformation Function for Metamorphic Testing

PluRule: A Benchmark for Moderating Pluralistic Communities on Social Media

MOSAIC: Multi-agent Orchestration for Task-Intelligent Scientific Coding

When Models Know More Than They Say: Probing Analogical Reasoning in LLMs

Unlocking LLM Creativity in Science through Analogical Reasoning

Receipt and verification

First computed	2026-07-05T07:54:04.290667Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

773654154d24174f1169c7d656e99f15101984f47b522831d51f5dfdeaa72e7f

Aliases

arxiv: 2310.01714 · arxiv_version: 2310.01714v3 · doi: 10.48550/arxiv.2310.01714 · pith_short_12: O43FIFKNEQLU · pith_short_16: O43FIFKNEQLU6ELJ · pith_short_8: O43FIFKN

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/O43FIFKNEQLU6ELJY7LFN2M7CU \
  | 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: 773654154d24174f1169c7d656e99f15101984f47b522831d51f5dfdeaa72e7f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "45dd538a2ef07eca23b634c501115f109a471cea1eb7317c71db1ca76c0db800",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-10-03T00:57:26Z",
    "title_canon_sha256": "dc1cb5d969bd2fe305112d43b374aa73417a14b8f5fb5b492d308ea714f2aad0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.01714",
    "kind": "arxiv",
    "version": 3
  }
}