Pith Number

pith:PLENO6BF

pith:2024:PLENO6BFPIKCM32BI4QWZZSOMI

not attested not anchored not stored refs pending

Large Language Model Enhanced Text-to-SQL Generation: A Survey

Lizhen Cui, Qian Li, Xiaohu Zhu, Yongkang Liu

arxiv:2410.06011 v1 · 2024-10-08 · cs.DB

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\usepackage{pith}
\pithnumber{PLENO6BFPIKCM32BI4QWZZSOMI}

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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

4 papers in Pith

Both Ends Count! Just How Good are LLM Agents at "Text-to-Big SQL"?

NL2SQLBench: A Modular Benchmarking Framework for LLM-Enabled NL2SQL Solutions

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

Receipt and verification

First computed	2026-07-05T09:17:54.580034Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7ac8d778257a14266f4147216ce64e62259bb34b13c4859005664c72e7a5baa8

Aliases

arxiv: 2410.06011 · arxiv_version: 2410.06011v1 · doi: 10.48550/arxiv.2410.06011 · pith_short_12: PLENO6BFPIKC · pith_short_16: PLENO6BFPIKCM32B · pith_short_8: PLENO6BF

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/PLENO6BFPIKCM32BI4QWZZSOMI \
  | 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: 7ac8d778257a14266f4147216ce64e62259bb34b13c4859005664c72e7a5baa8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5552818a221556c4a7a6ddc2c6020579c9c78e02d66af1c47b197c1aa8e23d23",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.DB",
    "submitted_at": "2024-10-08T13:09:52Z",
    "title_canon_sha256": "1a336eb9c04362fb4b81f75e6fd47b00f5aa516f7d23fdcf5e6dc7d194df2602"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.06011",
    "kind": "arxiv",
    "version": 1
  }
}