Pith Number

pith:BVCTF5BG

pith:2022:BVCTF5BGU25HNIAH5YXRWS2FUB

not attested not anchored not stored refs pending

What's in the Black Box? The False Negative Mechanisms Inside Object Detectors

Dimity Miller, Mark Cox, Matt Wildie, Peyman Moghadam, Raja Jurdak

arxiv:2203.07662 v4 · 2022-03-15 · cs.CV · cs.AI · cs.LG · cs.RO

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{BVCTF5BGU25HNIAH5YXRWS2FUB}

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	2026-07-05T04:44:43.361756Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0d4532f426a6ba76a007ee2f1b4b45a0714cb50b8aa7e26e34d74cf36cd5d209

Aliases

arxiv: 2203.07662 · arxiv_version: 2203.07662v4 · doi: 10.48550/arxiv.2203.07662 · pith_short_12: BVCTF5BGU25H · pith_short_16: BVCTF5BGU25HNIAH · pith_short_8: BVCTF5BG

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/BVCTF5BGU25HNIAH5YXRWS2FUB \
  | 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: 0d4532f426a6ba76a007ee2f1b4b45a0714cb50b8aa7e26e34d74cf36cd5d209

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "82fc1f52a9ae8ea121839fc29658e2dc26e317f7c9d5605d17d8db2a659e70be",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "cs.RO"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2022-03-15T05:51:40Z",
    "title_canon_sha256": "7a2dcdf9d361dc74816ec10cbfee0a3411bee8534d77eff857c02dd7e83f61e6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2203.07662",
    "kind": "arxiv",
    "version": 4
  }
}