Pith Number

pith:ZHC6WHNS

pith:2018:ZHC6WHNSKKMDL7V2GCKPH42YSW

not attested not anchored not stored refs pending

Lipizzaner: A System That Scales Robust Generative Adversarial Network Training

Abdullah Al-Dujaili, Erik Hemberg, Ignavier Ng Zhi Yong, Tom Schmiedlechner, Una-May O'Reilly

arxiv:1811.12843 v1 · 2018-11-30 · cs.NE · 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{ZHC6WHNSKKMDL7V2GCKPH42YSW}

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	2026-05-17T23:59:28.349434Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c9c5eb1db2529835feba3094f3f35895ab6089f43ee7acdaf91960701a209c1e

Aliases

arxiv: 1811.12843 · arxiv_version: 1811.12843v1 · doi: 10.48550/arxiv.1811.12843 · pith_short_12: ZHC6WHNSKKMD · pith_short_16: ZHC6WHNSKKMDL7V2 · pith_short_8: ZHC6WHNS

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/ZHC6WHNSKKMDL7V2GCKPH42YSW \
  | 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: c9c5eb1db2529835feba3094f3f35895ab6089f43ee7acdaf91960701a209c1e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9379c914b5fe21f1e3df8dde416d165da13cc3b4c36fadcf8efce2514b2671e2",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.NE",
    "submitted_at": "2018-11-30T15:23:03Z",
    "title_canon_sha256": "4697fcd188655d009044f1e9af28f9e2dc1dff7ecada9ee3e51fe52e7beb190c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1811.12843",
    "kind": "arxiv",
    "version": 1
  }
}