Pith Number

pith:IPEMTQI5

pith:2024:IPEMTQI5XWOVSVRT5FEGZYB6DR

not attested not anchored not stored refs pending

Chain-of-Programming (CoP) : Empowering Large Language Models for Geospatial Code Generation

Anqi Zhao, Haoyue Jiao, Huayi Wu, Jianxun Wang, Jianyuan Liang, Shuyang Hou, Xiaopu Zhang, Zhangxiao Shen

arxiv:2411.10753 v1 · 2024-11-16 · cs.SE · 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{IPEMTQI5XWOVSVRT5FEGZYB6DR}

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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

1 paper in Pith

AutoGEEval: A Multimodal and Automated Framework for Geospatial Code Generation on GEE with Large Language Models

Receipt and verification

First computed	2026-07-05T09:36:21.618441Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

43c8c9c11dbd9d595633e9486ce03e1c592c846cce3c6119260e4726bc539e6b

Aliases

arxiv: 2411.10753 · arxiv_version: 2411.10753v1 · doi: 10.48550/arxiv.2411.10753 · pith_short_12: IPEMTQI5XWOV · pith_short_16: IPEMTQI5XWOVSVRT · pith_short_8: IPEMTQI5

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/IPEMTQI5XWOVSVRT5FEGZYB6DR \
  | 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: 43c8c9c11dbd9d595633e9486ce03e1c592c846cce3c6119260e4726bc539e6b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bef95993a75f887524c24c60adf9f71a7c8118a0db8c5459ceaa377965c631ce",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2024-11-16T09:20:35Z",
    "title_canon_sha256": "b39665208ea0d95827426740f45b1cad84a67af2c44c624246bf27543b4bae14"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.10753",
    "kind": "arxiv",
    "version": 1
  }
}