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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 17 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 2026-08-17T06:30:58.91139+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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T10:11:40.182249Z digest=sha256:77206599e31fd5557b82deba246feecd67ceef4cb592ea71b6daddc91fb7c945

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T10:11:40.185999Z digest=sha256:59d31618e20a7104a2fcce7ca514f100293a20f2000195d0f396a4a759941c2e

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T10:11:40.190201Z digest=sha256:43c180ff1caa47ab34dbf35313f57ef49449b1e82405431ff8c808333093082f

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T10:11:40.201157Z digest=sha256:31e5dd800cfe0b5d9ab300ab23f4e95f18f38b20cd3cd82901b58387ccbb25b5

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T10:11:40.204532Z digest=sha256:05e4ed6b3af519846eb57405a2e51d612dab378872df94aa3eb6ae43030fa58c

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=sha256:3a21aaa18d37f943cf086d34281b3134ceb0b432bae7ae6015bbe1538718bfa2

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T10:11:40.212698Z digest=sha256:226c376bc71436bff3178afc7787bb94f57773481b5576939faf339632b3d47f

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=sha256:2686d102c3c477884e8a8879a2d8b930309fc2a514ebf51c8d29e7866970c497

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T10:11:40.220160Z digest=sha256:19d643ac30a05623176e335a80165a51cbefd58a3fa9adfeea1be8cb7bf41639

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T10:11:40.223440Z digest=sha256:dcae998d08c46b730adb625b38745958bc462c41f8d8228898903c8c8b703b5d

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T10:11:40.226927Z digest=sha256:154faac3a1488c54e1e947696e35e813af1f48f8f6152d186b7805c355aca8e0

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T10:11:40.230537Z digest=sha256:0bed7f94b0d195348770699788039160b4bade9e304887ab2877a1048a441c9f

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T10:11:40.233853Z digest=sha256:54d49e99050385083930e1235f6343c19ef9cbda24c07908ccb2bc79fcd13a74

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T10:11:40.237150Z digest=sha256:e28158ef8052394e52c747ce7aceeefb4f5ad83d13eb29b69c3d88b987272267

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T10:11:40.240849Z digest=sha256:67a863f351157efb125958fd84875777b23031b6e95af424741c83e114828c64

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T10:11:40.244383Z digest=sha256:95077978a83052b9de2f396a2231eb4a3e6b589531d6ad4891b8b645bbabe18b

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T10:11:40.248066Z digest=sha256:18bd0bc07ad4ff5c6e1d32ad56fbf08dbc6ee5df272ce3cf1314eef3763ff837

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T10:11:40.251199Z digest=sha256:56472fa3e0a5124bd561ac6734da0b243d422155a99e0adab7d9d80d66907c5b

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T10:11:40.254388Z digest=sha256:1874e00ff481c3972e79bdff3548d3f08bb5da79ecb406579b74c7b29d278d28

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T10:11:40.257951Z digest=sha256:2f8b481c485126c67ed841d25b6bc54667c500a1a8c850c909793ac945a1576e

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=sha256:13b50c5b5ef0255e6b2237aea27c0d9131f418aad3f03e6e40e6b85307ea1ce3

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T10:11:40.266318Z digest=sha256:633e979b08a01219c4885104813c7d33ca13359d10d72047589ef6cb9d913867

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T10:11:40.270014Z digest=sha256:25df975f7c58dff8f6774255510df7eb2effc01d73aea3aa47721f802e63a105

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=sha256:3c7af4853687651d0889f0d549eae47e57e8bcba834c5e4613bc277d540bddd2

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T10:11:40.277254Z digest=sha256:8b74e19ff6067ae8907a588a65eacb023e9a0e7dc10c05bcce8111dcea9f4edc

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-16T10:11:40.280468Z digest=sha256:b2c9046f848cc238638b00c2469e0d80de41fe6c8e6ea5f71bdc9180102c4ff7

Pith citing papers

No inbound Pith citation observations are available.