Pith Number

pith:XTO2BKU7

pith:2026:XTO2BKU7KQRUHPQ5UXLMBE2Y6W

not attested not anchored not stored refs pending

RAG Strategies for Natural Language-Based SQL Query and REST API Call Generation

Michael Marketsm\"uller, Simon Martin, Tim Schlippe

arxiv:2602.07086 v2 · 2026-02-06 · cs.SE · 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{XTO2BKU7KQRUHPQ5UXLMBE2Y6W}

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	2026-08-04T01:52:29.286444Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bcdda0aa9f542343be1da5d6c09358f58f3cf279998a208feccbb2655709d331

Aliases

arxiv: 2602.07086 · arxiv_version: 2602.07086v2 · doi: 10.48550/arxiv.2602.07086 · pith_short_12: XTO2BKU7KQRU · pith_short_16: XTO2BKU7KQRUHPQ5 · pith_short_8: XTO2BKU7

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/XTO2BKU7KQRUHPQ5UXLMBE2Y6W \
  | 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: bcdda0aa9f542343be1da5d6c09358f58f3cf279998a208feccbb2655709d331

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f866d95d96b707a6540c0b1a8e187e99692a0f852e68f84756221daf9e838114",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2026-02-06T08:37:06Z",
    "title_canon_sha256": "566c5876d7f773768ed165338a192030f144e5913bfec555cd35f48c161b2398"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2602.07086",
    "kind": "arxiv",
    "version": 2
  }
}