Pith Number

pith:JMRF4NZX

pith:2024:JMRF4NZXOFD7IIQMOHJWYWFIIJ

not attested not anchored not stored refs pending

Beyond Accuracy: Evaluating the Reasoning Behavior of Large Language Models -- A Survey

Barbara Plank, Philipp Mondorf

arxiv:2404.01869 v2 · 2024-04-02 · cs.CL · cs.AI

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\usepackage{pith}
\pithnumber{JMRF4NZXOFD7IIQMOHJWYWFIIJ}

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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

12 papers in Pith

Measuring Reasoning Quality in LLMs: A Multi-Dimensional Behavioral Framework

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Towards Evaluation Engineering: An Empirical Study of ML Evaluation Harnesses in the Wild

Measuring Reasoning Quality in LLMs: A Multi-Dimensional Behavioral Framework

Receipt and verification

First computed	2026-07-05T08:52:31.359738Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4b225e37377147f4220c71d36c58a84267b7d4f16023173c77cb075afceaf482

Aliases

arxiv: 2404.01869 · arxiv_version: 2404.01869v2 · doi: 10.48550/arxiv.2404.01869 · pith_short_12: JMRF4NZXOFD7 · pith_short_16: JMRF4NZXOFD7IIQM · pith_short_8: JMRF4NZX

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/JMRF4NZXOFD7IIQMOHJWYWFIIJ \
  | 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: 4b225e37377147f4220c71d36c58a84267b7d4f16023173c77cb075afceaf482

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "eb118e0217072636cd96c6599e6c3b254330e0521dbf64c0a0c2af8d5b4aefa0",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-04-02T11:46:31Z",
    "title_canon_sha256": "3131724c5860a036521fc0e42e276aae94e9e478b8405dc1b9ce9cbdcc57775f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.01869",
    "kind": "arxiv",
    "version": 2
  }
}