Paper Citation Record · LEDGER

LLM-Driven Data Generation and a Novel Soft Metric for Evaluating Text-to-SQL in Aviation MRO

As of 21 August 2026, this Paper Citation Record lists 27 of 27 outbound references and 0 inbound Pith citation observations for arXiv:2506.13785.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2506.13785 v1

Coverage vector

measured 27 of 27 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T04:55:05.504109Z

measured 27 of 27 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

27 of 27 outbound references displayed

verified exact1
verified fuzzy8
unresolved18
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1a882cfe-999a-40f8-ab09-0d11bdb0d4e9 · outbound

This paper cites write newline.

LLM-Driven Data Generation and a Novel Soft Metric for Evaluating Text-to-SQL in Aviation MRO write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T04:55:05.394579Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6c685555-f000-4061-8933-62a3442f2c28 · outbound

This paper cites write newline.

LLM-Driven Data Generation and a Novel Soft Metric for Evaluating Text-to-SQL in Aviation MRO write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T04:55:05.400133Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f4ca3f8c-f9ae-42b8-ba99-47ba15c1db30 · outbound

This paper cites write newline.

LLM-Driven Data Generation and a Novel Soft Metric for Evaluating Text-to-SQL in Aviation MRO write newline

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T04:55:05.404740Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 268629a3-16dc-4a38-a784-2c5a93c46fc0 · outbound

This paper cites GPT-4 Technical Report.

LLM-Driven Data Generation and a Novel Soft Metric for Evaluating Text-to-SQL in Aviation MRO GPT-4 Technical Report

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T04:55:05.409776Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c3fee13d-6976-4055-8104-885582f2e9be · outbound

This paper cites , author Johnson, B.

LLM-Driven Data Generation and a Novel Soft Metric for Evaluating Text-to-SQL in Aviation MRO , author Johnson, B

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:55:06.075894Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation cc7f6378-a78d-49ef-9838-a7dcdacbe44c · outbound

This paper cites , author De Bruecker, P.

LLM-Driven Data Generation and a Novel Soft Metric for Evaluating Text-to-SQL in Aviation MRO , author De Bruecker, P

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:55:06.062200Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation c906024e-da74-4d53-b39e-5d05e97c5c26 · outbound

This paper cites , author Mann, B.

LLM-Driven Data Generation and a Novel Soft Metric for Evaluating Text-to-SQL in Aviation MRO , author Mann, B

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T04:55:05.422571Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b49a6b57-9bd8-44b6-b48f-063aa110260f · outbound

This paper cites , author Zhang, J.

LLM-Driven Data Generation and a Novel Soft Metric for Evaluating Text-to-SQL in Aviation MRO , author Zhang, J

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:55:06.038206Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 365871cd-0fa6-408f-8081-3da747187414 · outbound

This paper cites , author Jeng, K.Y.

LLM-Driven Data Generation and a Novel Soft Metric for Evaluating Text-to-SQL in Aviation MRO , author Jeng, K.Y

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:55:06.024257Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 83248f06-01fd-4a1c-873a-256b0494fe5c · outbound

This paper cites To Trust or Not to Trust? Enhancing Large Language Models' Situated Faithfulness to External Contexts.

LLM-Driven Data Generation and a Novel Soft Metric for Evaluating Text-to-SQL in Aviation MRO To Trust or Not to Trust? Enhancing Large Language Models' Situated Faithfulness to External Contexts

Reference 10

Resolution: verified exact; local_arxiv, observed 2026-08-07T04:55:05.929885Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 63ee9a39-ab74-40cc-aab6-d390346a955d · outbound

This paper cites , author Gu, S.S.

LLM-Driven Data Generation and a Novel Soft Metric for Evaluating Text-to-SQL in Aviation MRO , author Gu, S.S

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:55:06.010835Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b497969e-7980-4d8b-9ccf-472a780412ee · outbound

This paper cites Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLs.

LLM-Driven Data Generation and a Novel Soft Metric for Evaluating Text-to-SQL in Aviation MRO Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLs

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T04:55:05.443600Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5482b807-caf5-4449-8f8e-4d65c0db404c · outbound

This paper cites Self-contradictory Hallucinations of Large Language Models: Evaluation, Detection and Mitigation.

LLM-Driven Data Generation and a Novel Soft Metric for Evaluating Text-to-SQL in Aviation MRO Self-contradictory Hallucinations of Large Language Models: Evaluation, Detection and Mitigation

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T04:55:05.447861Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f3abc81c-dc98-4e52-a8b3-be664ed2f7a2 · outbound

This paper cites , author Wu, J.

LLM-Driven Data Generation and a Novel Soft Metric for Evaluating Text-to-SQL in Aviation MRO , author Wu, J

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T04:55:05.452194Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b0b2e4d8-db03-44af-a44c-1ff93bbcc66e · outbound

This paper cites , author Bowman, S.

LLM-Driven Data Generation and a Novel Soft Metric for Evaluating Text-to-SQL in Aviation MRO , author Bowman, S

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:55:05.987157Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation c14907a7-e5d9-4972-991e-0993c2637487 · outbound

This paper cites CHASE-SQL: Multi-Path Reasoning and Preference Optimized Candidate Selection in Text-to-SQL.

LLM-Driven Data Generation and a Novel Soft Metric for Evaluating Text-to-SQL in Aviation MRO CHASE-SQL: Multi-Path Reasoning and Preference Optimized Candidate Selection in Text-to-SQL

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T04:55:05.460277Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe513bc8-acbf-471c-9ff3-01ae65efb93b · outbound

This paper cites A Survey on Text-to-SQL Parsing: Concepts, Methods, and Future Directions.

LLM-Driven Data Generation and a Novel Soft Metric for Evaluating Text-to-SQL in Aviation MRO A Survey on Text-to-SQL Parsing: Concepts, Methods, and Future Directions

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T04:55:05.464414Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b6586f5a-ffa1-4f42-a952-dff8f3be7ca8 · outbound

This paper cites , author Zhou, K.

LLM-Driven Data Generation and a Novel Soft Metric for Evaluating Text-to-SQL in Aviation MRO , author Zhou, K

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T04:55:05.468502Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d2682430-54d3-479d-a00c-581471074edf · outbound

This paper cites Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks.

LLM-Driven Data Generation and a Novel Soft Metric for Evaluating Text-to-SQL in Aviation MRO Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T04:55:05.472599Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 14dcbd3f-b537-49ad-ac16-f8fdc05a8814 · outbound

This paper cites , author Zheng, C.

LLM-Driven Data Generation and a Novel Soft Metric for Evaluating Text-to-SQL in Aviation MRO , author Zheng, C

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T04:55:05.476898Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 27587545-8a91-4383-80eb-369067056058 · outbound

This paper cites , author Zang, X.

LLM-Driven Data Generation and a Novel Soft Metric for Evaluating Text-to-SQL in Aviation MRO , author Zang, X

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T04:55:05.480720Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 75aa798f-d6d2-478a-a9d0-bc2a9cc4244b · outbound

This paper cites Gemini: A Family of Highly Capable Multimodal Models.

LLM-Driven Data Generation and a Novel Soft Metric for Evaluating Text-to-SQL in Aviation MRO Gemini: A Family of Highly Capable Multimodal Models

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T04:55:05.484447Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9eea0d0d-6443-4bbb-84a6-c63e30ee2023 · outbound

This paper cites Gemma: Open Models Based on Gemini Research and Technology.

LLM-Driven Data Generation and a Novel Soft Metric for Evaluating Text-to-SQL in Aviation MRO Gemma: Open Models Based on Gemini Research and Technology

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T04:55:05.488404Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 064f86fc-75a3-4091-a68f-1893140d9ff0 · outbound

This paper cites , author Loures, P.L.

LLM-Driven Data Generation and a Novel Soft Metric for Evaluating Text-to-SQL in Aviation MRO , author Loures, P.L

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:55:05.973616Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a5fd5244-e8db-4992-bc2f-23f119817bc9 · outbound

This paper cites Spider: A Large-Scale Human-Labeled Dataset for Complex and Cross-Domain Semantic Parsing and Text-to-SQL Task.

LLM-Driven Data Generation and a Novel Soft Metric for Evaluating Text-to-SQL in Aviation MRO Spider: A Large-Scale Human-Labeled Dataset for Complex and Cross-Domain Semantic Parsing and Text-to-SQL Task

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T04:55:05.496127Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 712313fc-a640-49f2-963b-cbf5946dcf56 · outbound

This paper cites , year 2024.

LLM-Driven Data Generation and a Novel Soft Metric for Evaluating Text-to-SQL in Aviation MRO , year 2024

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:55:05.959383Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 2ef1a2bb-b89c-48ad-9b4e-4f3c958ebea5 · outbound

This paper cites MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language Models.

LLM-Driven Data Generation and a Novel Soft Metric for Evaluating Text-to-SQL in Aviation MRO MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language Models

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T04:55:05.504109Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.