Pith Number

pith:JGGRKTN4

pith:2026:JGGRKTN4GBU5FJJGXQX4V6Z27W

not attested not anchored not stored refs pending

Plan First, Judge Later, Run Better: A DMAIC-Inspired Agentic System for Industrial Anomaly Detection

Ao Li, Fugee Tsung, Le Wang, Man Li, Yongzi Yu, Yuxuan Liang, Ziyue Li

arxiv:2606.04599 v1 · 2026-06-03 · cs.AI · cs.CE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JGGRKTN4GBU5FJJGXQX4V6Z27W}

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	2026-06-04T01:09:20.646092Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

498d154dbc3069d2a526bc2fcafb3afd817255967594d6a667f4c5e37b295d08

Aliases

arxiv: 2606.04599 · arxiv_version: 2606.04599v1 · doi: 10.48550/arxiv.2606.04599 · pith_short_12: JGGRKTN4GBU5 · pith_short_16: JGGRKTN4GBU5FJJG · pith_short_8: JGGRKTN4

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/JGGRKTN4GBU5FJJGXQX4V6Z27W \
  | 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: 498d154dbc3069d2a526bc2fcafb3afd817255967594d6a667f4c5e37b295d08

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b6c68d360b52bf13c81d83bf55ecbdbef193a75b9ea1bf28ca0b0d4489e9dfcf",
    "cross_cats_sorted": [
      "cs.CE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-06-03T08:38:14Z",
    "title_canon_sha256": "6a8b6e7973618e61bc7e351af8e7198d041cd7ded7249dc211aad5726b4978ee"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.04599",
    "kind": "arxiv",
    "version": 1
  }
}