Pith Number

pith:DYBV2F7S

pith:2026:DYBV2F7SIXDRXI3P5K2RJBKS2T

not attested not anchored not stored refs pending

GradNet: A Gradient-Based Framework for Optimal Network Science

Beso Mikaberidze, Dane Taylor, Guram Mikaberidze

arxiv:2603.09197 v2 · 2026-03-10 · physics.soc-ph · nlin.AO

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DYBV2F7SIXDRXI3P5K2RJBKS2T}

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	2026-06-04T01:08:47.753630Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1e035d17f245c71ba36feab5148552d4d96d4669c7881134cafb94e2a7d65787

Aliases

arxiv: 2603.09197 · arxiv_version: 2603.09197v2 · doi: 10.48550/arxiv.2603.09197 · pith_short_12: DYBV2F7SIXDR · pith_short_16: DYBV2F7SIXDRXI3P · pith_short_8: DYBV2F7S

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/DYBV2F7SIXDRXI3P5K2RJBKS2T \
  | 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: 1e035d17f245c71ba36feab5148552d4d96d4669c7881134cafb94e2a7d65787

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a6644a9631b1921b9dab0e559d3545123e9856ead0b1ce9fcb3af07781712147",
    "cross_cats_sorted": [
      "nlin.AO"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "physics.soc-ph",
    "submitted_at": "2026-03-10T05:10:11Z",
    "title_canon_sha256": "a4e03238ccac4a89ad77826dc443cc60059a908f56783e6a223ac99b147b3aed"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2603.09197",
    "kind": "arxiv",
    "version": 2
  }
}