Pith Number

pith:RIOFC5YC

pith:2023:RIOFC5YCNUQFVWP4ZIXZVXDCLN

not attested not anchored not stored refs pending

Evaluating Spatial Understanding of Large Language Models

Andrew K. Lampinen, Ilker Yildirim, Jungo Kasai, Yihan Bao, Yutaro Yamada

arxiv:2310.14540 v3 · 2023-10-23 · cs.CL · cs.AI

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\usepackage{pith}
\pithnumber{RIOFC5YCNUQFVWP4ZIXZVXDCLN}

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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

6 papers in Pith

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

Reinforcing Spatial Reasoning in Vision-Language Models with Interwoven Thinking and Visual Drawing

Receipt and verification

First computed	2026-07-05T08:07:30.326935Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8a1c5177026d205ad9fcca2f9adc625b5e01de8a7b5eb9639d13e134f0c9e03d

Aliases

arxiv: 2310.14540 · arxiv_version: 2310.14540v3 · doi: 10.48550/arxiv.2310.14540 · pith_short_12: RIOFC5YCNUQF · pith_short_16: RIOFC5YCNUQFVWP4 · pith_short_8: RIOFC5YC

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/RIOFC5YCNUQFVWP4ZIXZVXDCLN \
  | 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: 8a1c5177026d205ad9fcca2f9adc625b5e01de8a7b5eb9639d13e134f0c9e03d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "90c0f925beb7fc1eabe9155723c4c04b2e2259da810ae26198238d56ed2fac2d",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-10-23T03:44:40Z",
    "title_canon_sha256": "709a132563b05f55d3ba7ab5a1c1712633b020af6f2b0276529b3bf0636f9693"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.14540",
    "kind": "arxiv",
    "version": 3
  }
}