Paper Citation Record · LEDGER

Automated Consistency Analysis of LLMs

As of 8 August 2026, this Paper Citation Record lists 39 of 39 outbound references and 0 inbound Pith citation observations for arXiv:2502.07036.

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

pith.paper-citation-record.v1
2502.07036 v2

Coverage vector

measured 39 of 39 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T14:02:15.788868Z

measured 39 of 39 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

39 of 39 outbound references displayed

verified exact0
verified fuzzy21
unresolved18
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 159e301f-2e81-40b5-a24d-9337344b5cb4 · outbound

This paper cites Chatgpt: Open possibilities,.

Automated Consistency Analysis of LLMs Chatgpt: Open possibilities,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T14:02:16.347993Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ddad2d18-8e20-4f86-9f39-f5e7256f6889 · outbound

This paper cites Education in the era of generative artificial intelligence (ai): Understanding the potential benefits of chatgpt in promoting teaching and learning,.

Automated Consistency Analysis of LLMs Education in the era of generative artificial intelligence (ai): Understanding the potential benefits of chatgpt in promoting teaching and learning,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T14:02:16.334893Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 189f4df6-1d28-4bec-b991-6dee36d95f42 · outbound

This paper cites Mixture of experts for network optimization: A large language model- enabled approach,.

Automated Consistency Analysis of LLMs Mixture of experts for network optimization: A large language model- enabled approach,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T14:02:16.320779Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b068d352-b575-422e-9dcb-aaee1015ce22 · outbound

This paper cites Considerations for evaluating large language models for cybersecurity tasks,.

Automated Consistency Analysis of LLMs Considerations for evaluating large language models for cybersecurity tasks,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T14:02:16.306573Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 06539310-2a9f-42f4-85ea-c7b89fad22a9 · outbound

This paper cites Quantifying Prediction Consistency Under Fine-Tuning Multiplicity in Tabular LLMs.

Automated Consistency Analysis of LLMs Quantifying Prediction Consistency Under Fine-Tuning Multiplicity in Tabular LLMs

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-08T14:02:15.631437Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e3f5fa0-34f2-4573-a384-a3546af9c5bb · outbound

This paper cites Top 50 cyber security interview questions and answers in 2024,.

Automated Consistency Analysis of LLMs Top 50 cyber security interview questions and answers in 2024,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T14:02:16.293102Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f1ed8aa9-2fb1-45c8-a0cf-18f564e37604 · outbound

This paper cites Etude de la distribution florale dans une portion des alpes et du jura,.

Automated Consistency Analysis of LLMs Etude de la distribution florale dans une portion des alpes et du jura,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T14:02:16.279337Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 64e0f834-8316-475d-944f-80f891568dfd · outbound

This paper cites Consistency Analysis of ChatGPT.

Automated Consistency Analysis of LLMs Consistency Analysis of ChatGPT

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-08T14:02:15.646047Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 124a3428-d9fc-44c7-8a10-95bf2592a315 · outbound

This paper cites Towards mitigating LLM hallucination via self reflection,.

Automated Consistency Analysis of LLMs Towards mitigating LLM hallucination via self reflection,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T14:02:16.264743Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e3243b17-a59f-478a-8917-6400b2225082 · outbound

This paper cites Is ChatGPT A Good Translator? Yes With GPT-4 As The Engine.

Automated Consistency Analysis of LLMs Is ChatGPT A Good Translator? Yes With GPT-4 As The Engine

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-08T14:02:15.654965Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f5cbfc6-d30a-4e93-86bf-12fc281b60e5 · outbound

This paper cites How secure is code generated by chatgpt?.

Automated Consistency Analysis of LLMs How secure is code generated by chatgpt?

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T14:02:16.249496Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 4d6ec8f8-eac0-4eb3-b840-9082461e44a7 · outbound

This paper cites Validating large language models with relm,.

Automated Consistency Analysis of LLMs Validating large language models with relm,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T14:02:16.235164Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 33ca8181-4f46-4dd1-b89d-50a2e96a352d · outbound

This paper cites Binary codes capable of correcting deletions, in- sertions, and reversals,.

Automated Consistency Analysis of LLMs Binary codes capable of correcting deletions, in- sertions, and reversals,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T14:02:16.221185Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 20f4e313-53da-40e0-9438-aa0307a63b33 · outbound

This paper cites Ex- ploring and evaluating hallucinations in llm-powered code generation,.

Automated Consistency Analysis of LLMs Ex- ploring and evaluating hallucinations in llm-powered code generation,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T14:02:16.206689Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3da35532-588d-4e60-ad54-8bf5c256d421 · outbound

This paper cites Summary of ChatGPT-Related Research and Perspective Towards the Future of Large Language Models.

Automated Consistency Analysis of LLMs Summary of ChatGPT-Related Research and Perspective Towards the Future of Large Language Models

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-08T14:02:15.677397Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1091c060-4042-4349-a103-150a1846ba10 · outbound

This paper cites Chatting about chatgpt: how may ai and gpt impact academia and libraries?.

Automated Consistency Analysis of LLMs Chatting about chatgpt: how may ai and gpt impact academia and libraries?

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T14:02:16.192506Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c1e0719a-ca88-4c32-86cd-d02f131b941c · outbound

This paper cites Reducing llm hallucination using knowledge distillation: A case study with mistral large and mmlu benchmark,.

Automated Consistency Analysis of LLMs Reducing llm hallucination using knowledge distillation: A case study with mistral large and mmlu benchmark,

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-08T14:02:15.686627Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ccbb44b-70fb-467b-b1bb-f483424974c3 · outbound

This paper cites Analyzing and Mitigating (with LLMs) the Security Misconfigurations of Helm Charts from Artifact Hub.

Automated Consistency Analysis of LLMs Analyzing and Mitigating (with LLMs) the Security Misconfigurations of Helm Charts from Artifact Hub

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-08T14:02:15.690957Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ec0f2a87-8ee4-475e-8492-2b80d8a5a22a · outbound

This paper cites Gpt-3.5: Generative pre-trained transformer,.

Automated Consistency Analysis of LLMs Gpt-3.5: Generative pre-trained transformer,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T14:02:16.168821Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 5c493b93-0b84-4b80-877f-58b7f21c81fd · outbound

This paper cites Check your facts and try again: Improving large language models with external knowledge and automated feedback,.

Automated Consistency Analysis of LLMs Check your facts and try again: Improving large language models with external knowledge and automated feedback,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T14:02:16.153492Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 9187f5c4-b827-41b3-aab8-a1a478977c4f · outbound

This paper cites Python 3 Documentation,.

Automated Consistency Analysis of LLMs Python 3 Documentation,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T14:02:16.138425Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ef7c3142-75e5-458f-aba0-e16886765dac · outbound

This paper cites All your llms belong to us: Experiments with a new extortion phishing dataset,.

Automated Consistency Analysis of LLMs All your llms belong to us: Experiments with a new extortion phishing dataset,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T14:02:16.123615Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3c8c6269-bf1c-42c0-b888-aaecfaf355de · outbound

This paper cites Chatgpt: Bullshit spewer or the end of traditional assessments in higher education?.

Automated Consistency Analysis of LLMs Chatgpt: Bullshit spewer or the end of traditional assessments in higher education?

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T14:02:16.109071Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 9de4aeb5-89fd-4a72-9f0a-ad28c3295f8f · outbound

This paper cites Llm for soc security: A paradigm shift,.

Automated Consistency Analysis of LLMs Llm for soc security: A paradigm shift,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T14:02:16.094673Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 89813c85-474b-4334-b3e6-f00d93f1ea1d · outbound

This paper cites Empowering hardware security with llm: The development of a vul- nerable hardware database,.

Automated Consistency Analysis of LLMs Empowering hardware security with llm: The development of a vul- nerable hardware database,

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-08T14:02:15.721602Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2a91e5dc-ac2e-4285-aa62-5068cc5d1a26 · outbound

This paper cites Introduction to modern information retrieval,.

Automated Consistency Analysis of LLMs Introduction to modern information retrieval,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T14:02:16.071178Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 04c2e615-7298-4f6c-8780-c6520f9e149a · outbound

This paper cites Poster: Seccomp profiling with dy- namic analysis via chatgpt-assisted test code generation,.

Automated Consistency Analysis of LLMs Poster: Seccomp profiling with dy- namic analysis via chatgpt-assisted test code generation,

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-08T14:02:15.730114Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8ee2bdf1-6c4e-4ce5-b95c-b1968649a476 · outbound

This paper cites Multi-Agent Collaboration: Harnessing the Power of Intelligent LLM Agents.

Automated Consistency Analysis of LLMs Multi-Agent Collaboration: Harnessing the Power of Intelligent LLM Agents

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-08T14:02:15.734305Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ade526ff-8698-4c71-bb4e-d306c5e8a96c · outbound

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

Automated Consistency Analysis of LLMs Gemini: A Family of Highly Capable Multimodal Models

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-08T14:02:15.739293Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 51c55dbf-062c-451b-968c-4f98b8b70f86 · outbound

This paper cites Gpt-4: Generative pre-trained transformer,.

Automated Consistency Analysis of LLMs Gpt-4: Generative pre-trained transformer,

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-08T14:02:15.744091Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 562f0aa7-d562-43af-9ee2-b2c3c413e0be · outbound

This paper cites LLMs in Web Development: Evaluating LLM-Generated PHP Code Unveiling Vulnerabilities and Limitations.

Automated Consistency Analysis of LLMs LLMs in Web Development: Evaluating LLM-Generated PHP Code Unveiling Vulnerabilities and Limitations

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-08T14:02:15.748424Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea42cc8b-102a-4767-a167-f89c19c5b997 · outbound

This paper cites A critical look at ai-generate software: Coding with the new ai tools is both irresistible and dangerous,.

Automated Consistency Analysis of LLMs A critical look at ai-generate software: Coding with the new ai tools is both irresistible and dangerous,

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-08T14:02:15.752974Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5b2cd3f8-3f7c-4a5e-8d58-5c9d8225d88b · outbound

This paper cites BLOOM: A 176B-Parameter Open-Access Multilingual Language Model.

Automated Consistency Analysis of LLMs BLOOM: A 176B-Parameter Open-Access Multilingual Language Model

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-08T14:02:15.757158Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 76c0392d-66fc-4250-9027-b2b21b6a4a71 · outbound

This paper cites A New Era in LLM Security: Exploring Security Concerns in Real-World LLM-based Systems.

Automated Consistency Analysis of LLMs A New Era in LLM Security: Exploring Security Concerns in Real-World LLM-based Systems

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-08T14:02:15.761686Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 328b91a9-61f1-4176-a5c7-04f88c2ef000 · outbound

This paper cites Hallucination is Inevitable: An Innate Limitation of Large Language Models.

Automated Consistency Analysis of LLMs Hallucination is Inevitable: An Innate Limitation of Large Language Models

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-08T14:02:15.766008Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c9312695-8124-4ae5-9395-da049e48c1f1 · outbound

This paper cites Distributed training of large language models,.

Automated Consistency Analysis of LLMs Distributed training of large language models,

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T14:02:16.027514Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7eb42324-6167-440c-a4f9-808c08be4a9c · outbound

This paper cites Opt: Open pre-trained transformer language models,.

Automated Consistency Analysis of LLMs Opt: Open pre-trained transformer language models,

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-08T14:02:15.775179Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation da9904fd-e73d-4d0c-b746-5f9671ae942c · outbound

This paper cites OPT: Open Pre-trained Transformer Language Models.

Automated Consistency Analysis of LLMs OPT: Open Pre-trained Transformer Language Models

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-08T14:02:15.784643Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 776c9873-7a3c-49ce-adce-3ffa6b752e86 · outbound

This paper cites Judging llm-as-a-judge with mt-bench and chatbot arena,.

Automated Consistency Analysis of LLMs Judging llm-as-a-judge with mt-bench and chatbot arena,

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T14:02:16.002973Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Pith citing papers

No inbound Pith citation observations are available.