Pith Number

pith:CDIGVUNQ

pith:2024:CDIGVUNQE35XYAY4C7VSLBN3BE

not attested not anchored not stored refs pending

MSc-SQL: Multi-Sample Critiquing Small Language Models For Text-To-SQL Translation

Guangwei Yu, Ilan Gofman, Jesse C. Cresswell, Jiapeng Wu, No\"el Vouitsis, Rasa Hosseinzadeh, Satya Krishna Gorti, Zhaoyan Liu

arxiv:2410.12916 v2 · 2024-10-16 · 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{CDIGVUNQE35XYAY4C7VSLBN3BE}

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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

1 paper in Pith

Schema-R1: A reasoning training approach for schema linking in Text-to-SQL Task

Receipt and verification

First computed	2026-07-05T10:14:46.856113Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

10d06ad1b026fb7c031c17eb2585bb093f90506c16e71b67886360985011f02a

Aliases

arxiv: 2410.12916 · arxiv_version: 2410.12916v2 · doi: 10.48550/arxiv.2410.12916 · pith_short_12: CDIGVUNQE35X · pith_short_16: CDIGVUNQE35XYAY4 · pith_short_8: CDIGVUNQ

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/CDIGVUNQE35XYAY4C7VSLBN3BE \
  | 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: 10d06ad1b026fb7c031c17eb2585bb093f90506c16e71b67886360985011f02a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ef126e29a4ea608864744fdea2bb36b0f469f78e5dbe10cb6700cc170f4b389a",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-10-16T18:03:24Z",
    "title_canon_sha256": "c9fe8f6b9d931ce51408adf6f286be1ddec6b01f0b49a54601c9bf6259dcf17a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.12916",
    "kind": "arxiv",
    "version": 2
  }
}