Pith Number

pith:YKFKT7MB

pith:2023:YKFKT7MBX25TXUYTNWFHRCNPCP

not attested not anchored not stored refs pending

Leveraging Citizen Science for Flood Extent Detection using Machine Learning Benchmark Dataset

Andrew L. Molthan, Iksha Gurung, Manil Maskey, Muthukumaran Ramasubramanian, Ronny H\"ansch, Shubhankar Gahlot

arxiv:2311.09276 v1 · 2023-11-15 · cs.CV · cs.LG · eess.IV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YKFKT7MBX25TXUYTNWFHRCNPCP}

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	2026-07-05T07:13:12.418434Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c28aa9fd81bebb3bd3136d8a7889af13ca60099d4cd308657f67aa27cc63296e

Aliases

arxiv: 2311.09276 · arxiv_version: 2311.09276v1 · doi: 10.48550/arxiv.2311.09276 · pith_short_12: YKFKT7MBX25T · pith_short_16: YKFKT7MBX25TXUYT · pith_short_8: YKFKT7MB

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/YKFKT7MBX25TXUYTNWFHRCNPCP \
  | 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: c28aa9fd81bebb3bd3136d8a7889af13ca60099d4cd308657f67aa27cc63296e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a8294f34f5029e0c838c8793bb3dc465b08b9667f6762940f3ae9de57dce9cf0",
    "cross_cats_sorted": [
      "cs.LG",
      "eess.IV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-11-15T18:49:29Z",
    "title_canon_sha256": "67dd32854b6d8aaf1e54fbcd1b705bc0e9b11a1bf47758f33703b731ff609056"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.09276",
    "kind": "arxiv",
    "version": 1
  }
}