Pith Number

pith:ZE57MP73

pith:2025:ZE57MP73IUP2TMCFYCIL752DPL

not attested not anchored not stored refs pending

Multi-Agent Geospatial Copilots for Remote Sensing Workflows

Andreas Karatzas, Chaehong Lee, Dimitrios Stamoulis, Fuxun Yu, Heming Liao, Iraklis Anagnostopoulos, Michael Fore, Ruopu Li, Varatheepan Paramanayakam, Yanan Jian

arxiv:2501.16254 v1 · 2025-01-27 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ZE57MP73IUP2TMCFYCIL752DPL}

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

3 papers in Pith

SmartWalkCoach: An AI Companion for End-to-End Walking Guidance, Motivation, and Reflection

Agentic AI in Remote Sensing: Foundations, Taxonomy, and Emerging Systems

GeoAgentBench: A Dynamic Execution Benchmark for Tool-Augmented Agents in Spatial Analysis

Receipt and verification

First computed	2026-07-05T10:05:57.567661Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c93bf63ffb451fa9b045c090bff7437aca1a77b0100ab8e544a88b97c6c88f81

Aliases

arxiv: 2501.16254 · arxiv_version: 2501.16254v1 · doi: 10.48550/arxiv.2501.16254 · pith_short_12: ZE57MP73IUP2 · pith_short_16: ZE57MP73IUP2TMCF · pith_short_8: ZE57MP73

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/ZE57MP73IUP2TMCFYCIL752DPL \
  | 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: c93bf63ffb451fa9b045c090bff7437aca1a77b0100ab8e544a88b97c6c88f81

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f4938a04f963c9a607ec624294878ae4a2465b0d286994afd8409955568d75ee",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-01-27T17:54:31Z",
    "title_canon_sha256": "bcaf5324a14b104da614cd0b26d2b259cbb0d63cd7766af2d04580c4a9cae6c6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.16254",
    "kind": "arxiv",
    "version": 1
  }
}