Pith Number

pith:ZRWPYOHZ

pith:2019:ZRWPYOHZ3VGS5AIA4XBCQ26CUP

not attested not anchored not stored refs pending

Neural Networks Trained on Natural Scenes Exhibit Gestalt Closure

Been Kim, Emily Reif, Martin Wattenberg, Michael C. Mozer, Samy Bengio

arxiv:1903.01069 v4 · 2019-03-04 · 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{ZRWPYOHZ3VGS5AIA4XBCQ26CUP}

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.

Cited by

1 paper in Pith

IllusionBench+: A Large-scale and Comprehensive Benchmark for Visual Illusion Understanding in Vision-Language Models

Receipt and verification

First computed	2026-07-05T01:14:23.595671Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cc6cfc38f9dd4d2e8100e5c2286bc2a3fb7b9f6a9a9dfc94572c21c63d147ea7

Aliases

arxiv: 1903.01069 · arxiv_version: 1903.01069v4 · doi: 10.48550/arxiv.1903.01069 · pith_short_12: ZRWPYOHZ3VGS · pith_short_16: ZRWPYOHZ3VGS5AIA · pith_short_8: ZRWPYOHZ

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/ZRWPYOHZ3VGS5AIA4XBCQ26CUP \
  | 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: cc6cfc38f9dd4d2e8100e5c2286bc2a3fb7b9f6a9a9dfc94572c21c63d147ea7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b5aaf4bf5ea8e40dc43b5e66e4080c32b4a16f8defac8937409f538ebf61a257",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-03-04T04:44:19Z",
    "title_canon_sha256": "053b7b78976fb24582416da77de37db4157f5d44f1d8068b0e99e8e077b827e1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1903.01069",
    "kind": "arxiv",
    "version": 4
  }
}