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Paper Citation Record · LEDGER

Exploring LLMs for Verifying Technical System Specifications Against Requirements

As of 17 August 2026, this Paper Citation Record lists 15 of 15 outbound references and 4 inbound Pith citation observations for arXiv:2411.11582.

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

pith.paper-citation-record.v1
2411.11582 v1

Coverage vector

measured 15 of 15 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T18:24:53.622934Z

measured 19 of 19 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T19:52:51.818366Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T15:46:35.790265Z

Reference resolution

15 of 15 outbound references displayed

  • verified exact0
  • verified fuzzy14
  • unresolved1
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b86c4438-ffb0-4add-9837-148c4fff4eee · outbound

This paper cites Maalej and A.

Exploring LLMs for Verifying Technical System Specifications Against Requirements Maalej and A

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T18:24:53.826407Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T18:24:53.567802Z digest=sha256:2f11235ef9ca5e9d2bb4fc1e3b66f730d7e3e2ddc8b0ce365df82b61afb8f9c8

Observation b800dfee-414c-40af-8dfe-15c17a18c285 · outbound

This paper cites Knowledge based requirement engineering for one-of-a-kind complex systems,.

Exploring LLMs for Verifying Technical System Specifications Against Requirements Knowledge based requirement engineering for one-of-a-kind complex systems,

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T18:24:53.813411Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T18:24:53.572036Z digest=sha256:86bfc203455e2ab6929900cc59ad7ae37ecde11bc63d0f9c4522f33976e58cc9

Observation 492d3e80-0794-432d-9728-5bc47e1db338 · outbound

This paper cites Towards AI-centric Requirements Engineering for Industrial Systems,.

Exploring LLMs for Verifying Technical System Specifications Against Requirements Towards AI-centric Requirements Engineering for Industrial Systems,

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T18:24:53.800229Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T18:24:53.575953Z digest=sha256:556e81134a383f4265a996e93efcaf5489fdcee0d647c6bd51f61d1f7d60c9b3

Observation 22b97749-4eb6-405d-b5b4-19191bae1751 · outbound

This paper cites Knowledge Injection to Counter Large Language Model (LLM) Hallucination,.

Exploring LLMs for Verifying Technical System Specifications Against Requirements Knowledge Injection to Counter Large Language Model (LLM) Hallucination,

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T18:24:53.790291Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T18:24:53.579905Z digest=sha256:42e8ffdb399cf1ed0cdc1873a5df6784d9bf995f2cec905612d82028b50550c3

Observation 68276dd0-edc1-4582-90af-fc4b6dc7c09a · outbound

This paper cites Automated requirement contradiction detection through formal logic and LLMs,.

Exploring LLMs for Verifying Technical System Specifications Against Requirements Automated requirement contradiction detection through formal logic and LLMs,

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T18:24:53.778766Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T18:24:53.584106Z digest=sha256:82f9ac53bbb7b140f5a62b275c4d7202ca07029573184319d0440974d6a0e937

Observation 5ab01ba7-37c2-4586-841a-220a68765310 · outbound

This paper cites Supporting High-Level to Low-Level Requirements Coverage Reviewing with Large Language Models,.

Exploring LLMs for Verifying Technical System Specifications Against Requirements Supporting High-Level to Low-Level Requirements Coverage Reviewing with Large Language Models,

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T18:24:53.768011Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T18:24:53.588415Z digest=sha256:4aea28fe691109ca57f2140ee41a470fa957cfca7e1a0db5faaed58493677e90

Observation 4d140ff6-e790-4a56-a6b4-4136c39fa58c · outbound

This paper cites An Empirical Study of the Code Generation of Safety-Critical Software Using LLMs,.

Exploring LLMs for Verifying Technical System Specifications Against Requirements An Empirical Study of the Code Generation of Safety-Critical Software Using LLMs,

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T18:24:53.756442Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T18:24:53.592856Z digest=sha256:b00c7e0631c10b6c244340fbd395efaa0d59ca4c8784713fc66afb9300d4428f

Observation d1999316-c02f-4c21-b416-1c3f4a9fc0bd · outbound

This paper cites Requirements Verification Through the Analysis of Source Code by Large Language Models,.

Exploring LLMs for Verifying Technical System Specifications Against Requirements Requirements Verification Through the Analysis of Source Code by Large Language Models,

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T18:24:53.744090Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T18:24:53.596650Z digest=sha256:162e2113f14c832ecfe3c8c4a3a79f699ee9d09e87452d8ea6e1de845c130d33

Observation cb0e8380-9ae5-4487-a587-d421e8efa31b · outbound

This paper cites Lessons from the Use of Natural Language Inference (NLI) in Requirements Engineering Tasks,.

Exploring LLMs for Verifying Technical System Specifications Against Requirements Lessons from the Use of Natural Language Inference (NLI) in Requirements Engineering Tasks,

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T18:24:53.731838Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T18:24:53.600513Z digest=sha256:8b3f357b535772aed2460327ef155465c191dbf631b2b3680a47e5999a6b6b1c

Observation b14090ac-6754-4596-a935-f73ae5ab54b3 · outbound

This paper cites Interlinking User Stories and GUI Prototyping: A Semi-Automatic LLM-Based Approach,.

Exploring LLMs for Verifying Technical System Specifications Against Requirements Interlinking User Stories and GUI Prototyping: A Semi-Automatic LLM-Based Approach,

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T18:24:53.718925Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T18:24:53.604574Z digest=sha256:e1b789e47a905e0a00f9258dae4fa62ca202a6f6bbacce9538855bcbc311669b

Observation a56b67f4-e110-41b7-8c7d-3bdc0fef3ed7 · outbound

This paper cites Enhancing Legal Compliance and Regulation Analysis with Large Language Models,.

Exploring LLMs for Verifying Technical System Specifications Against Requirements Enhancing Legal Compliance and Regulation Analysis with Large Language Models,

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T18:24:53.705980Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T18:24:53.609549Z digest=sha256:9312f8ffd96beabcace34bf976b643676bdd4422614d645aa4776890c86c61e9

Observation 8e8417a9-f7df-4c73-9b2a-1ee326b312ee · outbound

This paper cites Optimal Thresholding of Classifiers to Maximize F1 Measure,.

Exploring LLMs for Verifying Technical System Specifications Against Requirements Optimal Thresholding of Classifiers to Maximize F1 Measure,

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T18:24:53.694417Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T18:24:53.613401Z digest=sha256:3ef1ae1d91f37dcf7f823780273f86bd4f7b5c95103ee99977d646272f789923

Observation c13e5c6f-7c6f-4d8b-b7b3-be4898a4991f · outbound

This paper cites Large Language Models are Zero- Shot Reasoners,.

Exploring LLMs for Verifying Technical System Specifications Against Requirements Large Language Models are Zero- Shot Reasoners,

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T18:24:53.682488Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T18:24:53.616893Z digest=sha256:76af249e310763179b1121afac507250553ebd0f775c988ea9a6ea2bd73e02ce

Observation f2bf98ab-f2c2-4a25-b007-3f78219822a2 · outbound

This paper cites Decomposed Prompting: A Modular Approach for Solving Complex Tasks,.

Exploring LLMs for Verifying Technical System Specifications Against Requirements Decomposed Prompting: A Modular Approach for Solving Complex Tasks,

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T18:24:53.670115Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-12T18:24:53.619931Z digest=sha256:35710688ba9294c3297b71a655c31cd53c45e6bea775c066bddf20f90ca2a0cc

Observation a1d56af1-16e4-4332-b46a-5cf6677a7053 · outbound

This paper cites A Comprehensive Survey of Hallucination Mitigation Techniques in Large Language Models.

Exploring LLMs for Verifying Technical System Specifications Against Requirements A Comprehensive Survey of Hallucination Mitigation Techniques in Large Language Models

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-12T18:24:53.622934Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T18:24:53.622934Z digest=sha256:c51a106b50a34741e07d6d31914507dc922ea52c4bd4bb1098ef647654185f31

Pith citing papers

Observation 0dddb66c-46e1-475d-ad87-7c31f22ad2cb · inbound

A Short Survey on Formalising Software Requirements using Large Language Models cites this paper.

A Short Survey on Formalising Software Requirements using Large Language Models Exploring LLMs for Verifying Technical System Specifications Against Requirements

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-07T01:07:26.979914Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T01:07:26.979914Z digest=sha256:4eaa9dbcb9cea32fbb1fb07f16172e16aa509b80460ce68cee9eb8f720717456

Observation 922638d4-9daa-4515-aeed-8da1f7a6bd17 · inbound

Working Document -- Formalising Software Requirements with Large Language Models cites this paper.

Working Document -- Formalising Software Requirements with Large Language Models Exploring LLMs for Verifying Technical System Specifications Against Requirements

Reference 74

Resolution
unresolved
no resolver link, observed 2026-08-15T19:52:51.818366Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T19:52:51.818366Z digest=sha256:f0b802b4f98658fda0f5ed63e48326f7b5d5843fc5bcb8f2e2ce6d4e10589180

Observation 8e337ff9-fa7a-4801-ab34-6321716a2458 · inbound

Leveraging LLMs for Formal Software Requirements -- Challenges and Prospects cites this paper.

Leveraging LLMs for Formal Software Requirements -- Challenges and Prospects Exploring LLMs for Verifying Technical System Specifications Against Requirements

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-06T16:13:50.043839Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:13:50.043839Z digest=sha256:74b102c2429c93f64443ccff2fc44a6aeca09301d0ae497b5b76ba396a7440d4

Observation 055edf09-3b4f-4424-81b2-6b6706695b17 · inbound

Can LLMs Generate User Stories and Assess Their Quality? cites this paper.

Can LLMs Generate User Stories and Assess Their Quality? Exploring LLMs for Verifying Technical System Specifications Against Requirements

Reference 46

Resolution
verified exact
local_arxiv, observed 2026-08-06T15:46:35.795347Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-06T15:46:35.683387Z digest=sha256:850b1d6fe543b779fa3972a155852f781c744ec8b2bdcf20254dcc47dfc37322