Pith Number

pith:FBVEL5VD

pith:2026:FBVEL5VD3FRZR2PGG6FWEH7ICI

not attested not anchored not stored refs pending

Learning When to Reason for Text-to-SQL via SFT and DPO

Jiheum Yeom, Kiwook Bae, Nohil Park, Sang Hun Kim, Soohyuk Jang, Sungroh Yoon, Yoonyoung Choi

arxiv:2607.22622 v1 · 2026-06-17 · 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{FBVEL5VD3FRZR2PGG6FWEH7ICI}

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	2026-07-28T00:21:45.615292Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

286a45f6a3d96398e9e6378b621fe8123de5a11bd4383d4888473235f754dfe9

Aliases

arxiv: 2607.22622 · arxiv_version: 2607.22622v1 · doi: 10.48550/arxiv.2607.22622 · pith_short_12: FBVEL5VD3FRZ · pith_short_16: FBVEL5VD3FRZR2PG · pith_short_8: FBVEL5VD

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/FBVEL5VD3FRZR2PGG6FWEH7ICI \
  | 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: 286a45f6a3d96398e9e6378b621fe8123de5a11bd4383d4888473235f754dfe9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d41f63752f53a1ea28176a28ece466026cd905027c6ca94e35a69ac7ea00b508",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-06-17T06:31:28Z",
    "title_canon_sha256": "842a9d35ce23c59fecbe723c08d20f16484efe31acc44f316de13e35f5491822"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.22622",
    "kind": "arxiv",
    "version": 1
  }
}