Pith Number

pith:5RC6S2FS

pith:2025:5RC6S2FSFEUPQV7LXA7PCC4RGI

not attested not anchored not stored refs pending

OpenSearch-SQL: Enhancing Text-to-SQL with Dynamic Few-shot and Consistency Alignment

Guangwei Xu, Lingyan Zhao, Ruijie Guo, Xiangjin Xie

arxiv:2502.14913 v1 · 2025-02-19 · cs.CL · cs.AI · cs.IR

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{5RC6S2FSFEUPQV7LXA7PCC4RGI}

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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

Adapt to Thrive! Adaptive Power-Mean Policy Optimization for Improved LLM Reasoning

Free Energy-Driven Reinforcement Learning with Adaptive Advantage Shaping for Unsupervised Reasoning in LLMs

CA-SQL: Complexity-Aware Inference Time Reasoning for Text-to-SQL via Exploration and Compute Budget Allocation

Receipt and verification

First computed	2026-07-05T10:17:55.421640Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ec45e968b22928f857ebb83ef10b91321fdb4322e40e6159377e1440392d811b

Aliases

arxiv: 2502.14913 · arxiv_version: 2502.14913v1 · doi: 10.48550/arxiv.2502.14913 · pith_short_12: 5RC6S2FSFEUP · pith_short_16: 5RC6S2FSFEUPQV7L · pith_short_8: 5RC6S2FS

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/5RC6S2FSFEUPQV7LXA7PCC4RGI \
  | 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: ec45e968b22928f857ebb83ef10b91321fdb4322e40e6159377e1440392d811b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bae486474e81327d4ec5d87f05c3246c8449c6bbf15a83c54f02f85535fd5821",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.IR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-02-19T07:51:50Z",
    "title_canon_sha256": "efa58b44ec13f3f16893ff1a644b2c21dd9a31bb7a1855d425ebe1e01350e315"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.14913",
    "kind": "arxiv",
    "version": 1
  }
}