Pith Number

pith:2J5XYU4T

pith:2024:2J5XYU4TETT6WOJPBEXASPXKZ6

not attested not anchored not stored refs pending

Can Large Language Models Generate Geospatial Code?

Anqi Zhao, Huayi Wu, Jianyuan Liang, Rui Li, Shuyang Hou, Zhangxiao Shen, Zhipeng Gui

arxiv:2410.09738 v2 · 2024-10-13 · cs.SE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2J5XYU4TETT6WOJPBEXASPXKZ6}

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

From PowerPoint UI Sketches to Web-Based Applications: Pattern-Driven Code Generation for GIS Dashboard Development Using Knowledge-Augmented LLMs, Context-Aware Visual Prompting, and the React Framew

Receipt and verification

First computed	2026-07-05T09:22:22.801900Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d27b7c539324e7eb392f092e093eeacf8599bf2ae92ca219435c7fe9c634ec3d

Aliases

arxiv: 2410.09738 · arxiv_version: 2410.09738v2 · doi: 10.48550/arxiv.2410.09738 · pith_short_12: 2J5XYU4TETT6 · pith_short_16: 2J5XYU4TETT6WOJP · pith_short_8: 2J5XYU4T

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/2J5XYU4TETT6WOJPBEXASPXKZ6 \
  | 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: d27b7c539324e7eb392f092e093eeacf8599bf2ae92ca219435c7fe9c634ec3d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5967d09a4d1c60214de1bf7912e6ba81b8cd0b7392c92a4619a8209ca45cf501",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2024-10-13T06:14:27Z",
    "title_canon_sha256": "24ed81ce5f54712556375d4b6abc20f13da4357e8ab9161c54f513ddb8dc3e94"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.09738",
    "kind": "arxiv",
    "version": 2
  }
}