Pith Number

pith:NOOB2WFC

pith:2026:NOOB2WFCAWIGS7YCKUFMJXBGM4

not attested not anchored not stored refs pending

Knowing When to Stop: Predicting Execution-Consistency Convergence in Text-to-SQL

Elena Khabibullina, Isabella Cattinelli, Mor Aisenberg, Nadav Nesher, Yaron Anavi

arxiv:2607.03991 v1 · 2026-07-04 · cs.LG · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NOOB2WFCAWIGS7YCKUFMJXBGM4}

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	2026-07-07T02:18:51.918950Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6b9c1d58a20590697f02550ac4dc26672a0a3f0fe17f74e101b38a7bb2710a44

Aliases

arxiv: 2607.03991 · arxiv_version: 2607.03991v1 · doi: 10.48550/arxiv.2607.03991 · pith_short_12: NOOB2WFCAWIG · pith_short_16: NOOB2WFCAWIGS7YC · pith_short_8: NOOB2WFC

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/NOOB2WFCAWIGS7YCKUFMJXBGM4 \
  | 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: 6b9c1d58a20590697f02550ac4dc26672a0a3f0fe17f74e101b38a7bb2710a44

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ccea0d633ea75f91e682551d613b2157e62147a935e4aa893b3148b23ba47847",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-07-04T19:18:53Z",
    "title_canon_sha256": "bf1fc86f39d1805447a1d4d49200a163a5ce3eb3ecb2d8c585ca58270d408038"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.03991",
    "kind": "arxiv",
    "version": 1
  }
}