Pith Number

pith:NLFQX4NU

pith:2021:NLFQX4NUQXGISDU7DYQHLLRNNU

not attested not anchored not stored refs pending

A Method for Evaluating Deep Generative Models of Images via Assessing the Reproduction of High-order Spatial Context

Frank J. Brooks, Mark A. Anastasio, Rucha Deshpande

arxiv:2111.12577 v2 · 2021-11-24 · cs.CV · cs.LG · eess.IV · 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{NLFQX4NUQXGISDU7DYQHLLRNNU}

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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	2026-07-05T05:56:37.568298Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6acb0bf1b485cc890e9f1e2075ae2d6d39d2ccc8a54f22fb57e34d5f6a4f529c

Aliases

arxiv: 2111.12577 · arxiv_version: 2111.12577v2 · doi: 10.48550/arxiv.2111.12577 · pith_short_12: NLFQX4NUQXGI · pith_short_16: NLFQX4NUQXGISDU7 · pith_short_8: NLFQX4NU

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/NLFQX4NUQXGISDU7DYQHLLRNNU \
  | 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: 6acb0bf1b485cc890e9f1e2075ae2d6d39d2ccc8a54f22fb57e34d5f6a4f529c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8950ba061b7735c0058fa32730c2618c3c05de3f7c3aeb9e914d91a4f3cc3802",
    "cross_cats_sorted": [
      "cs.LG",
      "eess.IV",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2021-11-24T15:58:10Z",
    "title_canon_sha256": "a8eacc09359c7fce0508653a80c9a0b32f17988e30306b83e82a56cb51492544"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2111.12577",
    "kind": "arxiv",
    "version": 2
  }
}