Pith Number

pith:QAK4O3MP

pith:2026:QAK4O3MPO6QIY2OZBNUBJWS6Z5

not attested not anchored not stored refs pending

Exploring the Semantic Gap in Agentic Data Systems: A Formative Study of Operationalization Failures in Analytical Workflows

Eser Kandogan, Jalal Mahmud

arxiv:2607.00828 v1 · 2026-07-01 · cs.DB · 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{QAK4O3MPO6QIY2OZBNUBJWS6Z5}

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	2026-07-02T01:18:20.866019Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8015c76d8f77a08c69d90b6814da5ecf4df4f5659c9df1a2b719511ff2e7bc2c

Aliases

arxiv: 2607.00828 · arxiv_version: 2607.00828v1 · doi: 10.48550/arxiv.2607.00828 · pith_short_12: QAK4O3MPO6QI · pith_short_16: QAK4O3MPO6QIY2OZ · pith_short_8: QAK4O3MP

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/QAK4O3MPO6QIY2OZBNUBJWS6Z5 \
  | 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: 8015c76d8f77a08c69d90b6814da5ecf4df4f5659c9df1a2b719511ff2e7bc2c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ab6b5612a4b99cd4891026c6e37bdd02f8b62db580525c78549b8e7631fdfa3d",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.DB",
    "submitted_at": "2026-07-01T11:49:50Z",
    "title_canon_sha256": "afa67ac670641f1b328accb3c52f98d51df4a79f2bff9e2204f855b6bd8de075"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.00828",
    "kind": "arxiv",
    "version": 1
  }
}