Pith Number

pith:WCML62EP

pith:2024:WCML62EPG6C3XAI4GRAUUPU2VK

not attested not anchored not stored refs pending

GeoAI Reproducibility and Replicability: a computational and spatial perspective

Chia-Yu Hsu, Peter Kedron, Sizhe Wang, Wenwen Li

arxiv:2404.10108 v2 · 2024-04-15 · cs.CV · 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{WCML62EPG6C3XAI4GRAUUPU2VK}

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	2026-07-05T08:10:26.556085Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b098bf688f3785bb811c34414a3e9aaa85702eb2a4f51d0ef622d9a41c67b1f8

Aliases

arxiv: 2404.10108 · arxiv_version: 2404.10108v2 · doi: 10.48550/arxiv.2404.10108 · pith_short_12: WCML62EPG6C3 · pith_short_16: WCML62EPG6C3XAI4 · pith_short_8: WCML62EP

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/WCML62EPG6C3XAI4GRAUUPU2VK \
  | 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: b098bf688f3785bb811c34414a3e9aaa85702eb2a4f51d0ef622d9a41c67b1f8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a6abc47d5be4027c25a7635232720840d13ed90647779cf2f44a392922493cfc",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-04-15T19:43:16Z",
    "title_canon_sha256": "1d49322c5f4563d6c3a7752beb024d666b616d1494d1a1de44feea28620edff3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.10108",
    "kind": "arxiv",
    "version": 2
  }
}