Pith Number

pith:XBJMC2CA

pith:2026:XBJMC2CAZCJ6XP6BCUXUHWJPAT

not attested not anchored not stored refs pending

Trustworthy Self-Composable Big-Data-as-a-Service: An LLM-Orchestrated Multi-Agent Framework for Automated Data Engineering, AutoML, MLOps Deployment, and Drift-Aware Lifecycle Optimization

Aueaphum Aueawatthanaphisut, Badri Raj Lamichhane

arxiv:2606.17915 v1 · 2026-06-16 · cs.MA · cs.AI · cs.DB · cs.SE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XBJMC2CAZCJ6XP6BCUXUHWJPAT}

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	2026-06-19T16:10:43.503273Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b852c16840c893ebbfc1152f43d92f04d2cc180efad06e559219a99a034ebd3b

Aliases

arxiv: 2606.17915 · arxiv_version: 2606.17915v1 · doi: 10.48550/arxiv.2606.17915 · pith_short_12: XBJMC2CAZCJ6 · pith_short_16: XBJMC2CAZCJ6XP6B · pith_short_8: XBJMC2CA

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/XBJMC2CAZCJ6XP6BCUXUHWJPAT \
  | 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: b852c16840c893ebbfc1152f43d92f04d2cc180efad06e559219a99a034ebd3b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0a1ad1da27be36fafea1487b8e19c3318ceaf992c291e5ebce12e0402608d81c",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.DB",
      "cs.SE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.MA",
    "submitted_at": "2026-06-16T13:34:27Z",
    "title_canon_sha256": "351a61edb5350dc047caa2f5b56ce2351a6be388865f2005550e7cf845b9529a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.17915",
    "kind": "arxiv",
    "version": 1
  }
}