Pith Number

pith:OI5AK5DF

pith:2023:OI5AK5DFCCWYL7TIVKAGHWVH7P

not attested not anchored not stored refs pending

Benchmarking and Improving Text-to-SQL Generation under Ambiguity

Adithya Bhaskar, Ashutosh Sathe, Sunita Sarawagi, Tushar Tomar

arxiv:2310.13659 v1 · 2023-10-20 · 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{OI5AK5DFCCWYL7TIVKAGHWVH7P}

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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.

Cited by

2 papers in Pith

Assessing the Impact of Requirement Ambiguity on LLM-based Function-Level Code Generation

CA-SQL: Complexity-Aware Inference Time Reasoning for Text-to-SQL via Exploration and Compute Budget Allocation

Receipt and verification

First computed	2026-07-05T07:03:14.176688Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

723a05746510ad85fe68aa8063daa7fbcb13e9a66df577f00a883ab5bf7970e2

Aliases

arxiv: 2310.13659 · arxiv_version: 2310.13659v1 · doi: 10.48550/arxiv.2310.13659 · pith_short_12: OI5AK5DFCCWY · pith_short_16: OI5AK5DFCCWYL7TI · pith_short_8: OI5AK5DF

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/OI5AK5DFCCWYL7TIVKAGHWVH7P \
  | 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: 723a05746510ad85fe68aa8063daa7fbcb13e9a66df577f00a883ab5bf7970e2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b66a2761d96bc726c2f18ccccf53641001011544ab82ade30771561b75bf5e9e",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2023-10-20T17:00:53Z",
    "title_canon_sha256": "60d72a9b4c4fafcd009481b6efd866213e2b0c563610709d50fea2e8e1039001"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.13659",
    "kind": "arxiv",
    "version": 1
  }
}