Pith Number

pith:YWAFWAWX

pith:2021:YWAFWAWXL5EH357TTZNUPWKIX5

not attested not anchored not stored refs pending

Copula Flows for Synthetic Data Generation

Marc Deisenroth, Samuel Assefa, Sanket Kamthe

arxiv:2101.00598 v1 · 2021-01-03 · stat.ML · cs.LG · stat.AP

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YWAFWAWXL5EH357TTZNUPWKIX5}

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	2026-07-05T02:04:20.002572Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c5805b02d75f487df7f39e5b47d948bf7467bc7954c96690cc8c057be406b80f

Aliases

arxiv: 2101.00598 · arxiv_version: 2101.00598v1 · doi: 10.48550/arxiv.2101.00598 · pith_short_12: YWAFWAWXL5EH · pith_short_16: YWAFWAWXL5EH357T · pith_short_8: YWAFWAWX

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/YWAFWAWXL5EH357TTZNUPWKIX5 \
  | 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: c5805b02d75f487df7f39e5b47d948bf7467bc7954c96690cc8c057be406b80f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7bbb7cb3cbec0517631649d56abe48666d869a11d95c507218919db364a3054a",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.AP"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2021-01-03T10:06:23Z",
    "title_canon_sha256": "d5d924428569bcf7629fda22086ba534c9d46c8154ecdabd158cc4175b1e60c4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2101.00598",
    "kind": "arxiv",
    "version": 1
  }
}