Pith Number

pith:HD2LRODN

pith:2022:HD2LRODNKUQ4E4EUXGJTCOPXO5

not attested not anchored not stored refs pending

NADBenchmarks -- a compilation of Benchmark Datasets for Machine Learning Tasks related to Natural Disasters

Adiba Mahbub Proma, Ehsan Hoque, Md Saiful Islam, Raiyan Abdul Baten, Stela Ciko

arxiv:2212.10735 v1 · 2022-12-21 · cs.LG · 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{HD2LRODNKUQ4E4EUXGJTCOPXO5}

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

1 paper in Pith

Harnessing Large Language Models for Disaster Management: A Survey

Receipt and verification

First computed	2026-07-05T05:27:22.466605Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

38f4b8b86d5521c27094b9933139f77767683a1c6d6db4fff3219fc30b985c67

Aliases

arxiv: 2212.10735 · arxiv_version: 2212.10735v1 · doi: 10.48550/arxiv.2212.10735 · pith_short_12: HD2LRODNKUQ4 · pith_short_16: HD2LRODNKUQ4E4EU · pith_short_8: HD2LRODN

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/HD2LRODNKUQ4E4EUXGJTCOPXO5 \
  | 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: 38f4b8b86d5521c27094b9933139f77767683a1c6d6db4fff3219fc30b985c67

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "66c407b961788087129cf440b616b47cefbd8fba59df9d1efa23689f168c4b86",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-12-21T03:02:18Z",
    "title_canon_sha256": "e1ef14618d5fd2ba1f0a1dca98e1a537ac45f8efd4cd76ac2cd2ab54ed4d9806"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2212.10735",
    "kind": "arxiv",
    "version": 1
  }
}