Pith Number

pith:F34JP5UG

pith:2023:F34JP5UGQVFZCO4VTTGF7ZEBUF

not attested not anchored not stored refs pending

Quality-Diversity Generative Sampling for Learning with Synthetic Data

Allen Chang, Maja J. Matari\'c, Matthew C. Fontaine, Serena Booth, Stefanos Nikolaidis

arxiv:2312.14369 v2 · 2023-12-22 · cs.CY · 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{F34JP5UGQVFZCO4VTTGF7ZEBUF}

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	2026-07-05T12:05:06.873904Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2ef897f686854b913b959ccc5fe481a17c286e751f1aa6832a8d48f3142bd2b6

Aliases

arxiv: 2312.14369 · arxiv_version: 2312.14369v2 · doi: 10.48550/arxiv.2312.14369 · pith_short_12: F34JP5UGQVFZ · pith_short_16: F34JP5UGQVFZCO4V · pith_short_8: F34JP5UG

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/F34JP5UGQVFZCO4VTTGF7ZEBUF \
  | 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: 2ef897f686854b913b959ccc5fe481a17c286e751f1aa6832a8d48f3142bd2b6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5252b9e252a89432d8cb0eeb61207117e4d0149ccdc443bc74f304d6e40fb927",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CY",
    "submitted_at": "2023-12-22T01:43:27Z",
    "title_canon_sha256": "d4e2c884a01a2614c829c76ae8b8d22ebf3d297d9f589b08f609ea018113e630"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.14369",
    "kind": "arxiv",
    "version": 2
  }
}