Pith Number

pith:FSC4S5AG

pith:2023:FSC4S5AGUYKWHJLO6T35NJX5VF

not attested not anchored not stored refs pending

Dialectical language model evaluation: An initial appraisal of the commonsense spatial reasoning abilities of LLMs

Anthony G Cohn, Jose Hernandez-Orallo

arxiv:2304.11164 v1 · 2023-04-22 · cs.CL · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FSC4S5AGUYKWHJLO6T35NJX5VF}

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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

4 papers in Pith

Spatial Reasoning via Modality Switching Between Language and Symbolic Representation

GS-QA: A Benchmark for Geospatial Question Answering

QSTRBench: a New Benchmark to Evaluate the Ability of Language Models to Reason with Qualitative Spatial and Temporal Calculi

Receipt and verification

First computed	2026-07-05T06:03:29.377643Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2c85c97406a61563a56ef4f7d6a6fda9439b66978904192d12f6b5dd118c8e45

Aliases

arxiv: 2304.11164 · arxiv_version: 2304.11164v1 · doi: 10.48550/arxiv.2304.11164 · pith_short_12: FSC4S5AGUYKW · pith_short_16: FSC4S5AGUYKWHJLO · pith_short_8: FSC4S5AG

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/FSC4S5AGUYKWHJLO6T35NJX5VF \
  | 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: 2c85c97406a61563a56ef4f7d6a6fda9439b66978904192d12f6b5dd118c8e45

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bf0b41c6454705330453dc6d6bb1b129017f57bd3c23c53fbbce59d2a8ae2454",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-04-22T06:28:46Z",
    "title_canon_sha256": "c00e22a4a8a05d5ac9f7a8858d26a1b0aa16f2aea042c0fde7863417bfe076e4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2304.11164",
    "kind": "arxiv",
    "version": 1
  }
}