Pith Number

pith:GFCTUTFK

pith:2022:GFCTUTFKQNFAD7EQHTIHPPGX5U

not attested not anchored not stored refs pending

Combating noisy labels in object detection datasets

Adam Popowicz, Bart{\l}omiej Olber, Jakub {\L}yskawa, Krystian Chachu{\l}a, Krystian Radlak, Piotr Fr\k{a}tczak

arxiv:2211.13993 v3 · 2022-11-25 · cs.CV · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GFCTUTFKQNFAD7EQHTIHPPGX5U}

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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

Understanding Trade offs When Conditioning Synthetic Data

Receipt and verification

First computed	2026-07-05T07:22:14.322680Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

31453a4caa834a01fc903cd077bcd7ed150fb8b5e26c40a35f62320a76ad10de

Aliases

arxiv: 2211.13993 · arxiv_version: 2211.13993v3 · doi: 10.48550/arxiv.2211.13993 · pith_short_12: GFCTUTFKQNFA · pith_short_16: GFCTUTFKQNFAD7EQ · pith_short_8: GFCTUTFK

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/GFCTUTFKQNFAD7EQHTIHPPGX5U \
  | 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: 31453a4caa834a01fc903cd077bcd7ed150fb8b5e26c40a35f62320a76ad10de

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6ffaac6ded17d0ca4b1c24333b7c995617e3361f09834a8140355cf7d1d7fb05",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2022-11-25T10:05:06Z",
    "title_canon_sha256": "f5fe9ec10be292b58beb4dd8d25f449d2ddf3085f7cc7acc99d7884f07bfd8e5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2211.13993",
    "kind": "arxiv",
    "version": 3
  }
}