Pith Number

pith:HZP477FT

pith:2023:HZP477FTLAJSHETEKYRBZOQZLJ

not attested not anchored not stored refs pending

Harnessing Data Augmentation to Quantify Uncertainty in the Early Estimation of Single-Photon Source Quality

Anna Musia{\l}, Bogdan Gabrys, David Jacob Kedziora, Wojciech Rudno-Rudzi\'nski

arxiv:2306.15683 v2 · 2023-06-22 · physics.optics · cond-mat.mes-hall · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HZP477FTLAJSHETEKYRBZOQZLJ}

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	2026-07-05T07:31:53.339920Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3e5fcffcb3581323926456221cba195a74cc5173fe8912813c2911e556e091c0

Aliases

arxiv: 2306.15683 · arxiv_version: 2306.15683v2 · doi: 10.48550/arxiv.2306.15683 · pith_short_12: HZP477FTLAJS · pith_short_16: HZP477FTLAJSHETE · pith_short_8: HZP477FT

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/HZP477FTLAJSHETEKYRBZOQZLJ \
  | 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: 3e5fcffcb3581323926456221cba195a74cc5173fe8912813c2911e556e091c0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "50eb37e0852c8d77a7c187c45adc45b6d746760542a4c8f8404258ea395bbe21",
    "cross_cats_sorted": [
      "cond-mat.mes-hall",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "physics.optics",
    "submitted_at": "2023-06-22T05:17:26Z",
    "title_canon_sha256": "11b3b9805cfd166deeb03a4b40ade16fea11a330a0c545090ab9fb0d80003ddd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.15683",
    "kind": "arxiv",
    "version": 2
  }
}