Paper Citation Record · LEDGER

AviationLLM: An LLM-based Knowledge System for Aviation Training

As of 20 August 2026, this Paper Citation Record lists 23 of 23 outbound references and 1 inbound Pith citation observation for arXiv:2506.14336.

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

pith.paper-citation-record.v1
2506.14336 v1

Coverage vector

measured 23 of 23 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T00:23:41.521031Z

measured 24 of 24 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T15:09:07.723260Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T15:09:07.977822Z

Reference resolution

23 of 23 outbound references displayed

verified exact1
verified fuzzy17
unresolved5
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2a5decf4-9f24-4b57-b152-8646c5f94216 · outbound

This paper cites Chemcrow: Augmenting large-language models with chemistry tools.Nature Machine Intelligence, 2023.

AviationLLM: An LLM-based Knowledge System for Aviation Training Chemcrow: Augmenting large-language models with chemistry tools.Nature Machine Intelligence, 2023

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:23:48.051827Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation add40e62-b839-4362-8b5b-ac119e0e315b · outbound

This paper cites SNFinLLM: Systematic and Nuanced Financial Domain Adaptation of Chinese Large Language Models.

AviationLLM: An LLM-based Knowledge System for Aviation Training SNFinLLM: Systematic and Nuanced Financial Domain Adaptation of Chinese Large Language Models

Reference 2

Resolution: verified exact; local_arxiv, observed 2026-08-07T00:23:41.825947Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 4b1a6077-a158-4c4c-bbd1-6c7ba4ce7df3 · outbound

This paper cites Biot5+: Towards generalized biological under- standing with iupac integration and multi-task tuning.Proceedingss of the ACL, 2024.

AviationLLM: An LLM-based Knowledge System for Aviation Training Biot5+: Towards generalized biological under- standing with iupac integration and multi-task tuning.Proceedingss of the ACL, 2024

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:23:47.761686Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 6de0ce2b-d858-43f5-b564-e1e0822136d6 · outbound

This paper cites Pubmed 200k rct: A dataset for sequential sentence classification in medical abstracts.Proceedings of the IJCNLP, 2017.

AviationLLM: An LLM-based Knowledge System for Aviation Training Pubmed 200k rct: A dataset for sequential sentence classification in medical abstracts.Proceedings of the IJCNLP, 2017

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:23:47.394908Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation a21e8fe8-a2ae-4613-b982-82b50060a45c · outbound

This paper cites Enhancing aviation english competency: A simulation-based approach for aspiring pilots.English for Specific Purposes, 76:106–121, 2024.

AviationLLM: An LLM-based Knowledge System for Aviation Training Enhancing aviation english competency: A simulation-based approach for aspiring pilots.English for Specific Purposes, 76:106–121, 2024

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:23:47.145222Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation fc815bcb-3b30-494b-ae74-0e3565ac2b38 · outbound

This paper cites Design and development of aviation aircraft maintenance training plat- form based on vr technology.Procedia Computer Science, 228:898–906, 2023.

AviationLLM: An LLM-based Knowledge System for Aviation Training Design and development of aviation aircraft maintenance training plat- form based on vr technology.Procedia Computer Science, 228:898–906, 2023

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:23:46.723377Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 9b730378-6c42-41cb-8f6b-d7edefb36df1 · outbound

This paper cites Instructfingpt: Financial sen- timent analysis by instruction tuning of general-purpose large language models.

AviationLLM: An LLM-based Knowledge System for Aviation Training Instructfingpt: Financial sen- timent analysis by instruction tuning of general-purpose large language models

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:23:46.339979Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 24fe60bd-ecb2-4fc0-be2c-b485a84da901 · outbound

This paper cites Cyberq: Generating questions and answers for cybersecurity education using knowledge graph-augmented llms.Proceedings of the AAAI, 2024.

AviationLLM: An LLM-based Knowledge System for Aviation Training Cyberq: Generating questions and answers for cybersecurity education using knowledge graph-augmented llms.Proceedings of the AAAI, 2024

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:23:45.991797Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation e378e3dd-598c-47c1-bd6f-e5708beed4d3 · outbound

This paper cites Aiseckg: Knowledge graph dataset for cybersecurity education.

AviationLLM: An LLM-based Knowledge System for Aviation Training Aiseckg: Knowledge graph dataset for cybersecurity education

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:23:45.619140Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 3b13ccf2-80fa-478b-bf25-3d2de7f5c88c · outbound

This paper cites Socraticlm: Exploring socratic personalized teaching with large language models.Proceedings of the NeurIPS, 2024.

AviationLLM: An LLM-based Knowledge System for Aviation Training Socraticlm: Exploring socratic personalized teaching with large language models.Proceedings of the NeurIPS, 2024

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:23:45.276346Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation ee31ae84-c7b4-40c2-b9f1-0f0fdba629a7 · outbound

This paper cites Knowgpt: Knowledge graph based prompting for large language models.

AviationLLM: An LLM-based Knowledge System for Aviation Training Knowgpt: Knowledge graph based prompting for large language models

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:23:44.972624Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 2421d8ad-73c3-4c12-8953-43f06fb3192c · outbound

This paper cites Qwen2.5-Omni Technical Report.

AviationLLM: An LLM-based Knowledge System for Aviation Training Qwen2.5-Omni Technical Report

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T00:23:40.276594Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 65df8586-7a07-4c85-bf52-029e9cf883f9 · outbound

This paper cites an unresolved cited work.

AviationLLM: An LLM-based Knowledge System for Aviation Training Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-07T00:23:44.505610Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 6742eaf5-022c-4d39-8c55-275d89878c5e · outbound

This paper cites Griffiths, Yuan Cao, and Karthik Narasimhan.

AviationLLM: An LLM-based Knowledge System for Aviation Training Griffiths, Yuan Cao, and Karthik Narasimhan

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:23:44.192620Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 30dde674-a25d-4a7c-9067-8b2594748c37 · outbound

This paper cites Christiano, Miljan Martic, Jan Leike, Shane Legg, Tom B.

AviationLLM: An LLM-based Knowledge System for Aviation Training Christiano, Miljan Martic, Jan Leike, Shane Legg, Tom B

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:23:43.849857Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation d1a0d9b1-851c-42a1-9311-b58f662de4e3 · outbound

This paper cites Manning, and Chelsea Finn.

AviationLLM: An LLM-based Knowledge System for Aviation Training Manning, and Chelsea Finn

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:23:43.463812Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 449b9065-a88b-4169-8d7c-d094a9d4c1a1 · outbound

This paper cites Precise zero-shot dense retrieval without relevance labels.Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics, 1:1762–1777, 2023.

AviationLLM: An LLM-based Knowledge System for Aviation Training Precise zero-shot dense retrieval without relevance labels.Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics, 1:1762–1777, 2023

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:23:43.073236Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 43c82847-47db-4748-ac59-19b9307ce198 · outbound

This paper cites Atlas: Few-shot learning with retrieval augmented language models.Journal of Machine Learning Research, 24:1–43, 2023.

AviationLLM: An LLM-based Knowledge System for Aviation Training Atlas: Few-shot learning with retrieval augmented language models.Journal of Machine Learning Research, 24:1–43, 2023

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:23:42.687509Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation f0bfb5cf-c746-4694-91b5-0e107a15e5d5 · outbound

This paper cites Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection.

AviationLLM: An LLM-based Knowledge System for Aviation Training Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T00:23:41.157940Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fbb74025-fe98-43b2-aaf6-4d15353bbce0 · outbound

This paper cites Ra-dit: Retrieval-augmented dual instruction tuning.Proceedings of the Twelfth International Conference on Learning Representations, 2023.

AviationLLM: An LLM-based Knowledge System for Aviation Training Ra-dit: Retrieval-augmented dual instruction tuning.Proceedings of the Twelfth International Conference on Learning Representations, 2023

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:23:42.348260Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 57941d60-cce5-45f9-8f9b-62cdff06d756 · outbound

This paper cites Retrieval-augmented generation-aided causal identification of aviation accidents: A large language model methodology.Expert Systems with Applications, 278:127306, 2025.

AviationLLM: An LLM-based Knowledge System for Aviation Training Retrieval-augmented generation-aided causal identification of aviation accidents: A large language model methodology.Expert Systems with Applications, 278:127306, 2025

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:23:42.041282Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 4ccece67-ef6f-478d-8596-145e5eb298f2 · outbound

This paper cites Qwen2.5 Technical Report.

AviationLLM: An LLM-based Knowledge System for Aviation Training Qwen2.5 Technical Report

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T00:23:41.422362Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fbf3bf20-535a-4935-a195-81c8c45d179d · outbound

This paper cites OpsEval: A Comprehensive IT Operations Benchmark Suite for Large Language Models.

AviationLLM: An LLM-based Knowledge System for Aviation Training OpsEval: A Comprehensive IT Operations Benchmark Suite for Large Language Models

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T00:23:41.521031Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation b42dba06-160f-47e1-adf8-7deebe4e1f74 · inbound

CAMB: A comprehensive industrial LLM benchmark on civil aviation maintenance cites this paper.

CAMB: A comprehensive industrial LLM benchmark on civil aviation maintenance AviationLLM: An LLM-based Knowledge System for Aviation Training

Reference 23

Resolution: verified exact; local_arxiv, observed 2026-08-05T15:09:07.982742Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.