Pith Number

pith:JDPZCQCW

pith:2020:JDPZCQCW2W2WTFY3ZSYRVRBIXX

not attested not anchored not stored refs pending

Synthesizing Property & Casualty Ratemaking Datasets using Generative Adversarial Networks

Brian Hartman, Elijah Harmon, Jared Cummings, Joshua Meyers, Marie-Pier Cote, Olivier Mercier

arxiv:2008.06110 v1 · 2020-08-13 · stat.ML · 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{JDPZCQCW2W2WTFY3ZSYRVRBIXX}

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	2026-07-05T01:27:05.791118Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

48df914056d5b569971bccb11ac428bdec8db3949e111b887c480cb944efd15f

Aliases

arxiv: 2008.06110 · arxiv_version: 2008.06110v1 · doi: 10.48550/arxiv.2008.06110 · pith_short_12: JDPZCQCW2W2W · pith_short_16: JDPZCQCW2W2WTFY3 · pith_short_8: JDPZCQCW

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/JDPZCQCW2W2WTFY3ZSYRVRBIXX \
  | 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: 48df914056d5b569971bccb11ac428bdec8db3949e111b887c480cb944efd15f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "16146dc4ec11e8281a4440ac84876ab48eb40dfee15ad1c899796ba1bb71d9d2",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2020-08-13T21:02:44Z",
    "title_canon_sha256": "e71cd87eaacc4ff9382c7dda101c28740a789a299157aeee79d30d3a499618b3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2008.06110",
    "kind": "arxiv",
    "version": 1
  }
}