Pith Number

pith:27MOQDS4

pith:2026:27MOQDS4N5ANGRSHIDL3TWHV7D

not attested not anchored not stored refs pending

Why Domain Matters: Domain-Aware Benchmarking of Underwater Object Detection and Annotation Quality

Dimity Miller, Melanie Wille, Scarlett Raine, Tobias Fischer

arxiv:2607.10575 v1 · 2026-07-12 · 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{27MOQDS4N5ANGRSHIDL3TWHV7D}

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	2026-07-14T01:21:22.064551Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d7d8e80e5c6f40d3464740d7b9d8f5f8dda86550bf24860ea229d7073fe7b27e

Aliases

arxiv: 2607.10575 · arxiv_version: 2607.10575v1 · doi: 10.48550/arxiv.2607.10575 · pith_short_12: 27MOQDS4N5AN · pith_short_16: 27MOQDS4N5ANGRSH · pith_short_8: 27MOQDS4

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/27MOQDS4N5ANGRSHIDL3TWHV7D \
  | 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: d7d8e80e5c6f40d3464740d7b9d8f5f8dda86550bf24860ea229d7073fe7b27e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5f80fd80e5632c4f37cb1dedafc5b6b78c028c96720d5cc8b9710f0fb87753ba",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2026-07-12T05:11:59Z",
    "title_canon_sha256": "6487bda64d8ea31f99a709c32835e65f2677100064dba578db179855a154d5b9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.10575",
    "kind": "arxiv",
    "version": 1
  }
}