Pith Number

pith:CGW5K3LX

pith:2025:CGW5K3LXIILI655IRZ52NMCFF4

not attested not anchored not stored refs pending

Can Large Language Models Integrate Spatial Data? Empirical Insights into Reasoning Strengths and Computational Weaknesses

Anat Caspi, Bill Howe, Bin Han, Robert Wolfe

arxiv:2508.05009 v1 · 2025-08-07 · cs.AI · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CGW5K3LXIILI655IRZ52NMCFF4}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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

1 paper in Pith

Cheap Expertise: Mapping and Challenging Industry Perspectives in the Expert Data Gig Economy

Receipt and verification

First computed	2026-07-05T11:50:05.527778Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

11add56d7742168f77a88e7ba6b0452f3c750484b8e6f296603de59ac9055963

Aliases

arxiv: 2508.05009 · arxiv_version: 2508.05009v1 · doi: 10.48550/arxiv.2508.05009 · pith_short_12: CGW5K3LXIILI · pith_short_16: CGW5K3LXIILI655I · pith_short_8: CGW5K3LX

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/CGW5K3LXIILI655IRZ52NMCFF4 \
  | 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: 11add56d7742168f77a88e7ba6b0452f3c750484b8e6f296603de59ac9055963

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c2e705c2d81280d3c3abb99c6e395041f1c4621f7167a60c51e9c64cc4241005",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-08-07T03:44:20Z",
    "title_canon_sha256": "a36c91a6a1e9e28750d166ce60ab734bc59e19e19ada40f3866de37348b5bc6c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.05009",
    "kind": "arxiv",
    "version": 1
  }
}