Pith Number

pith:WOUG4G3O

pith:2018:WOUG4G3O2M3ZWQ7YOCSLDQUURN

not attested not anchored not stored refs pending

TzK Flow - Conditional Generative Model

David J. Fleet, Micha Livne

arxiv:1811.01837 v4 · 2018-11-05 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WOUG4G3O2M3ZWQ7YOCSLDQUURN}

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	2026-05-17T23:53:09.072818Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b3a86e1b6ed3379b43f870a4b1c2948b7e5a1771d4e1dc5bf8cd4fc7d1b5a738

Aliases

arxiv: 1811.01837 · arxiv_version: 1811.01837v4 · doi: 10.48550/arxiv.1811.01837 · pith_short_12: WOUG4G3O2M3Z · pith_short_16: WOUG4G3O2M3ZWQ7Y · pith_short_8: WOUG4G3O

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/WOUG4G3O2M3ZWQ7YOCSLDQUURN \
  | 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: b3a86e1b6ed3379b43f870a4b1c2948b7e5a1771d4e1dc5bf8cd4fc7d1b5a738

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a83663ff23aeea70e194311e9c8c6e9b68ad19c7fbfade0faf4e1ef0c1019930",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-11-05T16:44:37Z",
    "title_canon_sha256": "9dea7673f5065d6a4a031c676dbfe595733a0bba584ba6cdc2c8483712801ff9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1811.01837",
    "kind": "arxiv",
    "version": 4
  }
}