Pith Number

pith:23KP27LE

pith:2026:23KP27LEZ534NULW5NQGRCZ5W4

not attested not anchored not stored refs pending

Beyond Text-to-SQL: An Agentic LLM System for Governed Enterprise Analytics APIs

Gundeep Singh, Jing Xia, Julien Bouvier Tremblay, Md Tahmid Rahman Laskar, Parsa Kavehzadeh, Shashi Bhushan TN, Vincent Lum, Xue-Yong Fu

arxiv:2605.21027 v1 · 2026-05-20 · cs.CL · 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{23KP27LEZ534NULW5NQGRCZ5W4}

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	2026-05-21T01:05:33.137697Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d6d4fd7d64cf77c6d176eb60688b3db71a0cc83a560ff5b7a9c2e4ce7535c9b0

Aliases

arxiv: 2605.21027 · arxiv_version: 2605.21027v1 · doi: 10.48550/arxiv.2605.21027 · pith_short_12: 23KP27LEZ534 · pith_short_16: 23KP27LEZ534NULW · pith_short_8: 23KP27LE

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/23KP27LEZ534NULW5NQGRCZ5W4 \
  | 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: d6d4fd7d64cf77c6d176eb60688b3db71a0cc83a560ff5b7a9c2e4ce7535c9b0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c6d8d8379ac1177972bb2df11a2721060e833bdd0f4efe99d044103a3ee5584a",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-05-20T11:00:56Z",
    "title_canon_sha256": "e71efb1d0264c70868ac0b3e15ae4d6a4184bda0ecce7d1aa5bee75ed6015e06"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.21027",
    "kind": "arxiv",
    "version": 1
  }
}