Pith Number

pith:QAH7XT3X

pith:2025:QAH7XT3XCL7XPMOE3EW355OWVW

not attested not anchored not stored refs pending

VTS-Guided AI Interaction Workflow for Business Insights

Atilhan (Ati) Manay, Kamal Kotak, Ryan Pua, Sun Ding, Ude Enebeli

arxiv:2507.00347 v1 · 2025-07-01 · cs.SE · 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{QAH7XT3XCL7XPMOE3EW355OWVW}

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	2026-07-05T11:30:06.611573Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

800ffbcf7712ff77b1c4d92dbef5d6ad9920825b9007667f1c095a8e3272c503

Aliases

arxiv: 2507.00347 · arxiv_version: 2507.00347v1 · doi: 10.48550/arxiv.2507.00347 · pith_short_12: QAH7XT3XCL7X · pith_short_16: QAH7XT3XCL7XPMOE · pith_short_8: QAH7XT3X

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/QAH7XT3XCL7XPMOE3EW355OWVW \
  | 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: 800ffbcf7712ff77b1c4d92dbef5d6ad9920825b9007667f1c095a8e3272c503

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7888d5c6464461eb5fc263742621e8d33a4da3eb9f48e23ffe3be77ff18761f7",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2025-07-01T00:48:52Z",
    "title_canon_sha256": "70e2807efbbbcc16056d0cf6b40e7167f797e8ca701a2e77690d4ebadfa8386d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.00347",
    "kind": "arxiv",
    "version": 1
  }
}