Pith Number

pith:Z2GEPFL2

pith:2026:Z2GEPFL2MUBILVLYAURQ4JWWG7

not attested not anchored not stored refs pending

Knowledge-Assisted Multi-Graph Dependency Learning for Multivariate Time Series Anomaly Detection in Multi-Stage Industrial Processes

Heeyoung Kim, Jaeyeong Lee, Taeseong Yoon, Wonmo Koo

arxiv:2607.15799 v1 · 2026-07-17 · 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{Z2GEPFL2MUBILVLYAURQ4JWWG7}

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	2026-07-20T01:19:10.731864Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ce8c47957a650285d57805230e26d637d4ac84e1ecd87f9675eed7e9548d5cab

Aliases

arxiv: 2607.15799 · arxiv_version: 2607.15799v1 · doi: 10.48550/arxiv.2607.15799 · pith_short_12: Z2GEPFL2MUBI · pith_short_16: Z2GEPFL2MUBILVLY · pith_short_8: Z2GEPFL2

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/Z2GEPFL2MUBILVLYAURQ4JWWG7 \
  | 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: ce8c47957a650285d57805230e26d637d4ac84e1ecd87f9675eed7e9548d5cab

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1376e49d0a1e32ba6486eefdf74c5230bbede1685686853320a73c9aa658f836",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-07-17T10:10:46Z",
    "title_canon_sha256": "6ba09eeafbb833292487c6060b3b8dbac9383e4a2680a88155d4fd65e96bf17f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.15799",
    "kind": "arxiv",
    "version": 1
  }
}