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Paper Citation Record · LEDGER

Why you shouldn't fully trust ChatGPT: A synthesis of this AI tool's error rates across disciplines and the software engineering lifecycle

As of 19 August 2026, this Paper Citation Record lists 26 of 26 outbound references and 0 inbound Pith citation observations for arXiv:2504.18858.

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

pith.paper-citation-record.v1
2504.18858 v1

Coverage vector

measured 26 of 26 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T10:11:40.280468Z

measured 26 of 26 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+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

26 of 26 outbound references displayed

  • verified exact0
  • verified fuzzy17
  • unresolved4
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch5

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4a99f8e2-f171-4962-9806-2f74b0be011e · outbound

This paper cites Exploring LLMs for Software Requirements Engineering,.

Why you shouldn't fully trust ChatGPT: A synthesis of this AI tool's error rates across disciplines and the software engineering lifecycle Exploring LLMs for Software Requirements Engineering,

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:11:40.566750Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 5fbecc94-a49a-4c68-8dee-0da069ef8820 · outbound

This paper cites Text-Blueprint: An Interactive Platform for Plan-based Conditional Generation.

Why you shouldn't fully trust ChatGPT: A synthesis of this AI tool's error rates across disciplines and the software engineering lifecycle Text-Blueprint: An Interactive Platform for Plan-based Conditional Generation

Reference 6

Resolution
metadata mismatch
local_arxiv, observed 2026-08-16T10:11:40.416593Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T10:11:40.185999Z digest=sha256:a1f612dace12b164a2d6beddd9058672a919a3a1088babff92e7737d1b9d6f68

Observation 42f9037d-9f61-40f8-90f9-071a199c6f2b · outbound

This paper cites AI in Software Architecture: Opportunities and Risks,.

Why you shouldn't fully trust ChatGPT: A synthesis of this AI tool's error rates across disciplines and the software engineering lifecycle AI in Software Architecture: Opportunities and Risks,

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:11:40.556219Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T10:11:40.190201Z digest=sha256:199ffec5e58765fb468280f7fd73a3b11296193b9ebdde5c09f66c1b20484da3

Observation 8c126ebc-2e4f-40d3-9519-4dd22c95a760 · outbound

This paper cites Guidelines for performing systematic literature reviews in software engineering,.

Why you shouldn't fully trust ChatGPT: A synthesis of this AI tool's error rates across disciplines and the software engineering lifecycle Guidelines for performing systematic literature reviews in software engineering,

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:11:40.535364Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T10:11:40.201157Z digest=sha256:68c14e544084646e022058fad0fc414ab0fa2018e29da83f9a1ba61519ac55b1

Observation 15a7115e-4729-4406-b9c9-9e13de68baa0 · outbound

This paper cites Software Engineering Research Using Multivocal Literature Reviews,.

Why you shouldn't fully trust ChatGPT: A synthesis of this AI tool's error rates across disciplines and the software engineering lifecycle Software Engineering Research Using Multivocal Literature Reviews,

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:11:40.519093Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T10:11:40.204532Z digest=sha256:340ff01cd1b58af76de508fedf471b8bed33c901bded5d3d37084426f901021b

Observation 122495bd-c922-49ce-8915-d6509ab52941 · outbound

This paper cites Search for resonances in events with photon and jet final states in proton-proton collisions at $sqrt{s}$ = 13 TeV.

Why you shouldn't fully trust ChatGPT: A synthesis of this AI tool's error rates across disciplines and the software engineering lifecycle Search for resonances in events with photon and jet final states in proton-proton collisions at $sqrt{s}$ = 13 TeV

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-16T10:11:40.208539Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:11:40.208539Z digest=sha256:91d37742fe581b7cf2872688f23f05ce5c762a4c7fda186e5a1ebc9701f17be5

Observation 79c34db1-a551-4ddf-98d3-fe782e01c40d · outbound

This paper cites Mixed Quantum/Classical Theory for Rotational Energy Exchange in Symmetric-Top-Rotor + Linear-Rotor Collisions and a Case Study of $ \rm ND_3 + \rm D_2$ System.

Why you shouldn't fully trust ChatGPT: A synthesis of this AI tool's error rates across disciplines and the software engineering lifecycle Mixed Quantum/Classical Theory for Rotational Energy Exchange in Symmetric-Top-Rotor + Linear-Rotor Collisions and a Case Study of $ \rm ND_3 + \rm D_2$ System

Reference 13

Resolution
metadata mismatch
local_arxiv, observed 2026-08-16T10:11:40.379305Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T10:11:40.212698Z digest=sha256:2d88be257459b4d958445b1cf2d08d7c507783ce414bc59cf51e54a6e3f92d8b

Observation 89a06fec-81da-4ec6-aed0-1be734fe9f6f · outbound

This paper cites SensePOLAR: Word sense aware interpretability for pre-trained contextual word embeddings.

Why you shouldn't fully trust ChatGPT: A synthesis of this AI tool's error rates across disciplines and the software engineering lifecycle SensePOLAR: Word sense aware interpretability for pre-trained contextual word embeddings

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-16T10:11:40.216530Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:11:40.216530Z digest=sha256:afcfee6a9e00a2c42923452896ea2041235fb52c7cb04a518c773072451a00a0

Observation 91ca3fcf-6eff-414d-84a1-30e29e0eeed6 · outbound

This paper cites Tukey, Exploratory Data Analysis, Addison-Wesley, 1977.

Why you shouldn't fully trust ChatGPT: A synthesis of this AI tool's error rates across disciplines and the software engineering lifecycle Tukey, Exploratory Data Analysis, Addison-Wesley, 1977

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:11:40.506191Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T10:11:40.220160Z digest=sha256:76ad08edda5341710221105eb19c446873003889ee5bfcf379c5d582f6dd5270

Observation 84a922c2-116e-41fa-b09e-5c72672e10ca · outbound

This paper cites Assessing the accuracy of GPT-3.5 and GPT-4 in clinical decision-making,.

Why you shouldn't fully trust ChatGPT: A synthesis of this AI tool's error rates across disciplines and the software engineering lifecycle Assessing the accuracy of GPT-3.5 and GPT-4 in clinical decision-making,

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:11:40.613904Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T10:11:40.223440Z digest=sha256:f06bd6243499e508c72ee7c34f2c341d56edec00ac60aafe15154f45ed8ec2fb

Observation 09d2b5e4-9ff3-4294-a542-b8d4137d3a35 · outbound

This paper cites Evaluation of LLMs for Lab Test Interpretations,.

Why you shouldn't fully trust ChatGPT: A synthesis of this AI tool's error rates across disciplines and the software engineering lifecycle Evaluation of LLMs for Lab Test Interpretations,

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:11:40.492946Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T10:11:40.226927Z digest=sha256:f55dbe7dd1dc0ba66f4a9f3c80ac05cf0b75a2aea120d4a4d19bcbd0f1815501

Observation 54919b48-1987-4a09-8343-12eedab0efa9 · outbound

This paper cites Would ChatGPT get a Wharton MBA?.

Why you shouldn't fully trust ChatGPT: A synthesis of this AI tool's error rates across disciplines and the software engineering lifecycle Would ChatGPT get a Wharton MBA?

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:11:40.601060Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T10:11:40.230537Z digest=sha256:44906d34f87638394bd2948d09c42c71008ebbaad45c708b529f928e551e0099

Observation f744a36b-2223-4537-8c24-9b14a3468c64 · outbound

This paper cites ChatGPT’s accounting exam results reveal striking improvement,.

Why you shouldn't fully trust ChatGPT: A synthesis of this AI tool's error rates across disciplines and the software engineering lifecycle ChatGPT’s accounting exam results reveal striking improvement,

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:11:40.589184Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T10:11:40.233853Z digest=sha256:2429d2ea1f927e3272277293a68fef6c39a65ccef0bc745c1295437d3baedab1

Observation 2d739d81-c4f5-4ecf-8c5b-1f05adda0d2c · outbound

This paper cites GPT-3.5 versus GPT-4 on my midterm exam,.

Why you shouldn't fully trust ChatGPT: A synthesis of this AI tool's error rates across disciplines and the software engineering lifecycle GPT-3.5 versus GPT-4 on my midterm exam,

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:11:40.577499Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T10:11:40.237150Z digest=sha256:be9d27d11d29cf716ff33fbb536899f9cc99dd390a7f01fe8be86d93fad2f1c0

Observation eb5738d3-7e0e-42d3-a1cf-dad47b8ec2e9 · outbound

This paper cites The Rise of the Machine: How Well Can ChatGPT Perform on Undergraduate Economics Exams?.

Why you shouldn't fully trust ChatGPT: A synthesis of this AI tool's error rates across disciplines and the software engineering lifecycle The Rise of the Machine: How Well Can ChatGPT Perform on Undergraduate Economics Exams?

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:11:40.482060Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T10:11:40.240849Z digest=sha256:ac76f0df2e7089528bd315ecacaef3fa28d44306b3879044fa9aa7e24f2fd443

Observation b5e34b07-12de-4459-91fe-f58831bcbe28 · outbound

This paper cites Evaluating ChatGPT’s performance on FE Environmental Engineering exams,.

Why you shouldn't fully trust ChatGPT: A synthesis of this AI tool's error rates across disciplines and the software engineering lifecycle Evaluating ChatGPT’s performance on FE Environmental Engineering exams,

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:11:40.472891Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T10:11:40.244383Z digest=sha256:82ebe3de7443b8cfe1e09e88debbb8a3b3c43b68e064cc8ad69bf75ce02694f6

Observation 1ea82d72-0be8-41b0-a555-efd167a28864 · outbound

This paper cites GPT-4 and Engineering Exams: An Early Study,.

Why you shouldn't fully trust ChatGPT: A synthesis of this AI tool's error rates across disciplines and the software engineering lifecycle GPT-4 and Engineering Exams: An Early Study,

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:11:40.462709Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T10:11:40.248066Z digest=sha256:12dcf7ba4fdaf3d6e8ad67b43680ed6bd8a619f92637ff7d5a15885880b75a47

Observation 6405e449-43e5-4da9-947a-e0e3ecbcf68a · outbound

This paper cites Evaluating LLMs for Secure Software Development,.

Why you shouldn't fully trust ChatGPT: A synthesis of this AI tool's error rates across disciplines and the software engineering lifecycle Evaluating LLMs for Secure Software Development,

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:11:40.546274Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T10:11:40.251199Z digest=sha256:688dae65519a1a2bcf7f11bd86f14efcad7387635593bc1eac1aecfd7492fdfd

Observation 708c39d9-fabd-4621-b201-8660e10f4f5e · outbound

This paper cites Amplitude modulation of acoustic waves in accelerating flows quantified using acoustic black and white hole analogues.

Why you shouldn't fully trust ChatGPT: A synthesis of this AI tool's error rates across disciplines and the software engineering lifecycle Amplitude modulation of acoustic waves in accelerating flows quantified using acoustic black and white hole analogues

Reference 25

Resolution
metadata mismatch
local_arxiv, observed 2026-08-16T10:11:40.402785Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T10:11:40.254388Z digest=sha256:5760f26699d2ef660d044297b6336934b65d2140902b2bc2b47a95b2047b73d1

Observation 241c2c78-eddc-442c-bb84-fec31beacde2 · outbound

This paper cites ChatGPT for Requirements Validation: Opportunities and Risks,.

Why you shouldn't fully trust ChatGPT: A synthesis of this AI tool's error rates across disciplines and the software engineering lifecycle ChatGPT for Requirements Validation: Opportunities and Risks,

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:11:40.450481Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T10:11:40.257951Z digest=sha256:c9e907bfef1042a88dab112a1fbff82c91f4e96e4e898da96ea60e8069ae25fc

Observation 8e6ff0b8-d204-4dfb-9dfd-c9e68cafa8fe · outbound

This paper cites Spin-wave dynamics controlled by tunable ac magnonic crystal.

Why you shouldn't fully trust ChatGPT: A synthesis of this AI tool's error rates across disciplines and the software engineering lifecycle Spin-wave dynamics controlled by tunable ac magnonic crystal

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-16T10:11:40.261944Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:11:40.261944Z digest=sha256:97f3a1b192010acf1f42ae8d53f8f52725c50e833bf0e3d686952019df2d9da9

Observation 7b998207-a26f-4db1-aa8d-17b160055dd0 · outbound

This paper cites Assessing ChatGPT for Software Maintenance Tasks,.

Why you shouldn't fully trust ChatGPT: A synthesis of this AI tool's error rates across disciplines and the software engineering lifecycle Assessing ChatGPT for Software Maintenance Tasks,

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:11:40.438956Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T10:11:40.266318Z digest=sha256:ce90d43e316e6d1e0e2e0e6732b4d0cccab1419517f1af53aedcaed835d10c2b

Observation d290f541-6b81-4a61-b6cc-4dff3873852c · outbound

This paper cites Winding number and circular 4-coloring of signed graphs.

Why you shouldn't fully trust ChatGPT: A synthesis of this AI tool's error rates across disciplines and the software engineering lifecycle Winding number and circular 4-coloring of signed graphs

Reference 29

Resolution
metadata mismatch
local_arxiv, observed 2026-08-16T10:11:40.345573Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T10:11:40.270014Z digest=sha256:8646836b64b57aa425d160eca44537605fd294406c1ab0cbe160b6df919494e0

Observation 0463b244-74c3-4de1-a5fc-1d0445615da8 · outbound

This paper cites FigGen: Text to Scientific Figure Generation.

Why you shouldn't fully trust ChatGPT: A synthesis of this AI tool's error rates across disciplines and the software engineering lifecycle FigGen: Text to Scientific Figure Generation

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-16T10:11:40.274087Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:11:40.274087Z digest=sha256:05f6d6c84d5e6ae69d444f53a6fca893298104e48bef81b54cf823975c6035c7

Observation ebd3c85f-d43c-49d8-bd9f-dfad2aac423d · outbound

This paper cites Discrete Riesz Potentials on Discrete Weighted Morrey Spaces.

Why you shouldn't fully trust ChatGPT: A synthesis of this AI tool's error rates across disciplines and the software engineering lifecycle Discrete Riesz Potentials on Discrete Weighted Morrey Spaces

Reference 31

Resolution
metadata mismatch
local_arxiv, observed 2026-08-16T10:11:40.317091Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T10:11:40.277254Z digest=sha256:f33be42d66cb9bc83efdb762fcfce2d953b5dc8569ddc4d839ea5ec0b84a77c9

Observation 6e5a7077-c610-4816-8dab-035fe2d7cbea · outbound

This paper cites How Is ChatGPT’s Behavior Changing Over Time?.

Why you shouldn't fully trust ChatGPT: A synthesis of this AI tool's error rates across disciplines and the software engineering lifecycle How Is ChatGPT’s Behavior Changing Over Time?

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:11:40.427387Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T10:11:40.280468Z digest=sha256:71a8c50c5610ce32270d63b5efae8b24e7dfda5d6d4a4460521d80f4544bf468

Pith citing papers

No inbound Pith citation observations are available.