Pith. sign in
Pith Number

pith:P4TW2QUQ

pith:2025:P4TW2QUQTON4HDLSQMN2GTEMSR
not attested not anchored not stored refs pending

GeoAnalystBench: A GeoAI benchmark for assessing large language models for spatial analysis workflow and code generation

Chen Wei, Huan Sun, Qianheng Zhang, Shijie Chen, Song Gao, Yibo Zhao, Ying Nie, Yu Su, Ziru Chen

arxiv:2509.05881 v1 · 2025-09-07 · cs.SE · cs.AI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{P4TW2QUQTON4HDLSQMN2GTEMSR}

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.
Receipt and verification
First computed 2026-07-05T12:06:25.835354Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

7f276d42909b9bc38d72831ba34c8c946371efe371defafe961ea96513d15965

Aliases

arxiv: 2509.05881 · arxiv_version: 2509.05881v1 · doi: 10.48550/arxiv.2509.05881 · pith_short_12: P4TW2QUQTON4 · pith_short_16: P4TW2QUQTON4HDLS · pith_short_8: P4TW2QUQ
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/P4TW2QUQTON4HDLSQMN2GTEMSR \
  | 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: 7f276d42909b9bc38d72831ba34c8c946371efe371defafe961ea96513d15965
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "c3a67b00794a03a94348eec3819ca18c6e6b2db297e4e35b6dd374d942789fdd",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2025-09-07T00:51:57Z",
    "title_canon_sha256": "cd14b50d8f6cfc979afb40fdbb1f1c4ac9bffbd0dba759c9aaf15541a66ae817"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.05881",
    "kind": "arxiv",
    "version": 1
  }
}