Pith Number

pith:HALZMTW5

pith:2026:HALZMTW5PPPRFUVUI6NZZGVQBF

not attested not anchored not stored refs pending

Evolutionary Refinement of Generative Graph Topologies: A Hybrid WGAN-GA Approach

James Sargant, Renata Dividino, Seyedeh Ava Razi Razavi, Sheridan Houghten

arxiv:2605.29161 v1 · 2026-05-27 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HALZMTW5PPPRFUVUI6NZZGVQBF}

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	2026-05-29T01:05:21.799902Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3817964edd7bdf12d2b4479b9c9ab00949f001b7da1c070dac6c2904f15650e3

Aliases

arxiv: 2605.29161 · arxiv_version: 2605.29161v1 · doi: 10.48550/arxiv.2605.29161 · pith_short_12: HALZMTW5PPPR · pith_short_16: HALZMTW5PPPRFUVU · pith_short_8: HALZMTW5

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/HALZMTW5PPPRFUVUI6NZZGVQBF \
  | 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: 3817964edd7bdf12d2b4479b9c9ab00949f001b7da1c070dac6c2904f15650e3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1f9837f1804cd6ac31df122e23fa2193febbd3d6c68a03a448f730eb49677e6e",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-05-27T22:53:49Z",
    "title_canon_sha256": "44d85c763fd5a32389436ea88901b7a69411d10b4cb7c8e77621a5f097527d1c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.29161",
    "kind": "arxiv",
    "version": 1
  }
}