Pith Number

pith:5WRQU6FC

pith:2024:5WRQU6FCQ5E5G4AS43AMH4VVPV

not attested not anchored not stored refs pending

ComfyGI: Automatic Improvement of Image Generation Workflows

Dominik Sobania, Franz Rothlauf, Martin Briesch

arxiv:2411.14193 v1 · 2024-11-21 · cs.CV · cs.AI · cs.LG · cs.NE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{5WRQU6FCQ5E5G4AS43AMH4VVPV}

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

COMFYCLAW: Self-Evolving Skill Harnesses for Image Generation Workflows

Receipt and verification

First computed	2026-07-05T09:38:43.025095Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

eda30a78a28749d37012e6c0c3f2b57d68032d5357b8888ef13aa9c321d15f86

Aliases

arxiv: 2411.14193 · arxiv_version: 2411.14193v1 · doi: 10.48550/arxiv.2411.14193 · pith_short_12: 5WRQU6FCQ5E5 · pith_short_16: 5WRQU6FCQ5E5G4AS · pith_short_8: 5WRQU6FC

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/5WRQU6FCQ5E5G4AS43AMH4VVPV \
  | 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: eda30a78a28749d37012e6c0c3f2b57d68032d5357b8888ef13aa9c321d15f86

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9cc53a90d9368b8e550d3bc1572cd382c93c264bb83f840499a61b31795a1e2f",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "cs.NE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-11-21T15:02:41Z",
    "title_canon_sha256": "005dceac94de7e7fbf9cc84b09ae2928ff4c30a0179ec86dbe5636edd317089f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.14193",
    "kind": "arxiv",
    "version": 1
  }
}