Pith Number

pith:KXLPV2U6

pith:2025:KXLPV2U6PILG4FF5EPEP7EWCSR

not attested not anchored not stored refs pending

Meta-aware Learning in text-to-SQL Large Language Model

Wenda Zhang

arxiv:2505.18929 v1 · 2025-05-25 · 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{KXLPV2U6PILG4FF5EPEP7EWCSR}

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	2026-07-05T11:09:21.972971Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

55d6faea9e7a166e14bd23c8ff92c29448ba70033540989cd9f327bb9a963094

Aliases

arxiv: 2505.18929 · arxiv_version: 2505.18929v1 · doi: 10.48550/arxiv.2505.18929 · pith_short_12: KXLPV2U6PILG · pith_short_16: KXLPV2U6PILG4FF5 · pith_short_8: KXLPV2U6

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/KXLPV2U6PILG4FF5EPEP7EWCSR \
  | 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: 55d6faea9e7a166e14bd23c8ff92c29448ba70033540989cd9f327bb9a963094

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5b0b73ef18a6b8824986d87dc864239c48ab69b2c65ee963f9265bad0f87cd31",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-05-25T01:45:00Z",
    "title_canon_sha256": "83d290406609d133f5e3c1402d89b544f25839f42b79fee87facc8e4c4b52531"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.18929",
    "kind": "arxiv",
    "version": 1
  }
}