Pith Number

pith:MTAO4ZFJ

pith:2025:MTAO4ZFJTYSTDUQO54QJSUVIU6

not attested not anchored not stored refs pending

DCG-SQL: Enhancing In-Context Learning for Text-to-SQL with Deep Contextual Schema Link Graph

Jaehoon Lee, Jee-Hyong Lee, Jihyung Lee, Jin-Seop Lee, YunSeok Choi

arxiv:2505.19956 v2 · 2025-05-26 · cs.AI · 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{MTAO4ZFJTYSTDUQO54QJSUVIU6}

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.

Cited by

1 paper in Pith

EcoTable: Cost-effective Table Integration in Data Lakes for Natural Language Queries

Receipt and verification

First computed	2026-07-05T11:40:55.113950Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

64c0ee64a99e2531d20eef209952a8a79837d96c9dd14fc211a8d3a17597d8ee

Aliases

arxiv: 2505.19956 · arxiv_version: 2505.19956v2 · doi: 10.48550/arxiv.2505.19956 · pith_short_12: MTAO4ZFJTYST · pith_short_16: MTAO4ZFJTYSTDUQO · pith_short_8: MTAO4ZFJ

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/MTAO4ZFJTYSTDUQO54QJSUVIU6 \
  | 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: 64c0ee64a99e2531d20eef209952a8a79837d96c9dd14fc211a8d3a17597d8ee

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0d129684501c5931ac8732b11d8e09cb581412036a8400b956956987af79cb23",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-05-26T13:19:10Z",
    "title_canon_sha256": "013f636f0c6c842907e3dd295e599985e9ec6c3f1355fd7728edb083b81fa99d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.19956",
    "kind": "arxiv",
    "version": 2
  }
}