Pith Number

pith:G2OLZOGA

pith:2024:G2OLZOGAWIGWWI7Q5DFSJNONFE

not attested not anchored not stored refs pending

Enhancing GeoAI and location encoding with spatial point pattern statistics: A Case Study of Terrain Feature Classification

Sizhe Wang, Wenwen Li

arxiv:2411.14560 v1 · 2024-11-21 · 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{G2OLZOGAWIGWWI7Q5DFSJNONFE}

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	2026-07-05T09:38:53.184103Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

369cbcb8c0b20d6b23f0e8cb24b5cd2926f8f50d6ddb5d8cb9788a80dcc6134d

Aliases

arxiv: 2411.14560 · arxiv_version: 2411.14560v1 · doi: 10.48550/arxiv.2411.14560 · pith_short_12: G2OLZOGAWIGW · pith_short_16: G2OLZOGAWIGWWI7Q · pith_short_8: G2OLZOGA

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/G2OLZOGAWIGWWI7Q5DFSJNONFE \
  | 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: 369cbcb8c0b20d6b23f0e8cb24b5cd2926f8f50d6ddb5d8cb9788a80dcc6134d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ebf55fcb0a3497555504736ce1379356578ac432a60823afb2f318496215ca14",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-11-21T20:17:41Z",
    "title_canon_sha256": "d87c638af9bfa025255fd766b0b42ba3bd0662e957287dca08dd579338ea7258"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.14560",
    "kind": "arxiv",
    "version": 1
  }
}