Pith Number

pith:3BAPRVEZ

pith:2025:3BAPRVEZNQLV6FN3K4M5AGA3X6

not attested not anchored not stored refs pending

A Zero-Shot Learning Approach for Ephemeral Gully Detection from Remote Sensing using Vision Language Models

Gbenga Omotara, G. N. DeSouza, Jacket Demby's, John A. Lory, Ramy Farag, Seyed Mohamad Ali Tousi

arxiv:2503.01169 v1 · 2025-03-03 · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{3BAPRVEZNQLV6FN3K4M5AGA3X6}

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	2026-07-05T10:23:00.756553Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d840f8d4996c175f15bb5719d0181bbfa74abab41b14cf6fe0174a571a542a8f

Aliases

arxiv: 2503.01169 · arxiv_version: 2503.01169v1 · doi: 10.48550/arxiv.2503.01169 · pith_short_12: 3BAPRVEZNQLV · pith_short_16: 3BAPRVEZNQLV6FN3 · pith_short_8: 3BAPRVEZ

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/3BAPRVEZNQLV6FN3K4M5AGA3X6 \
  | 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: d840f8d4996c175f15bb5719d0181bbfa74abab41b14cf6fe0174a571a542a8f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8b9881ed355ecce199f24b90c828c85ed6f1cf0ca179b798b70e72758a53a839",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-03-03T04:36:25Z",
    "title_canon_sha256": "3cf1ce56552d539cb1b6d474e7ce9e50ffbef11a6737739548cc5d40d6129972"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.01169",
    "kind": "arxiv",
    "version": 1
  }
}