Pith Number

pith:5CPAAGKL

pith:2025:5CPAAGKL5A5EUSLHHPMTC6MFVT

not attested not anchored not stored refs pending

Is Long Context All You Need? Leveraging LLM's Extended Context for NL2SQL

Brenton Milne, Fatma Ozcan, Gaurav T. Kakkar, Yeounoh Chung, Yu Gan

arxiv:2501.12372 v6 · 2025-01-21 · cs.DB · 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{5CPAAGKL5A5EUSLHHPMTC6MFVT}

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

3 papers in Pith

Toward Multi-Database Query Reasoning for Text2Cypher

Extending Confidence-Based Text2Cypher with Grammar and Schema Aware Filtering

An Agentic Approach to Metadata Reasoning

Receipt and verification

First computed	2026-07-05T11:19:50.906482Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e89e00194be83a4a49673bd9317985ace9b9d185e72b0542bc90a4c94f1ae060

Aliases

arxiv: 2501.12372 · arxiv_version: 2501.12372v6 · doi: 10.48550/arxiv.2501.12372 · pith_short_12: 5CPAAGKL5A5E · pith_short_16: 5CPAAGKL5A5EUSLH · pith_short_8: 5CPAAGKL

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/5CPAAGKL5A5EUSLHHPMTC6MFVT \
  | 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: e89e00194be83a4a49673bd9317985ace9b9d185e72b0542bc90a4c94f1ae060

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9d2614d76cd1f4421f0db36c91b8b800e465e6ecbae46eb82cc112339d3379d1",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.DB",
    "submitted_at": "2025-01-21T18:52:15Z",
    "title_canon_sha256": "4fec37308976c42f6b74237519f309d50719eada7de7888f679803a119382bfc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.12372",
    "kind": "arxiv",
    "version": 6
  }
}