Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T13:04:29.597093Z
Paper Citation Record · LEDGER
A Tool for Generating Exceptional Behavior Tests With Large Language Models
As of 22 August 2026, this Paper Citation Record lists 48 of 48 outbound references and 0 inbound Pith citation observations for arXiv:2505.22818.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
48 of 48 outbound references displayed
- verified exact0
- verified fuzzy13
- unresolved35
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 55b6a994-f90f-413a-a088-209b72a03b9c · outbound
This paper cites an unresolved cited work.
A Tool for Generating Exceptional Behavior Tests With Large Language Models Unresolved cited work
Reference 1
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T13:04:36.736719Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 9c71a0c2-447c-4903-8608-1495b2f0a9d1 · outbound
This paper cites an unresolved cited work.
A Tool for Generating Exceptional Behavior Tests With Large Language Models Unresolved cited work
Reference 2
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T13:04:36.604433Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation fc36e178-63cc-4bba-b91c-b7525b80b80b · outbound
This paper cites an unresolved cited work.
A Tool for Generating Exceptional Behavior Tests With Large Language Models Unresolved cited work
Reference 3
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T13:04:36.457539Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 29445090-7a1f-4172-abe0-7b3eeb1c1f09 · outbound
This paper cites an unresolved cited work.
A Tool for Generating Exceptional Behavior Tests With Large Language Models Unresolved cited work
Reference 4
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T13:04:36.346662Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 6b69d63b-4098-44a6-9ae2-84b7d4fa2d08 · outbound
This paper cites an unresolved cited work.
A Tool for Generating Exceptional Behavior Tests With Large Language Models Unresolved cited work
Reference 5
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T13:04:36.199809Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 72afee63-b6eb-450e-908d-5f43e674ffc3 · outbound
This paper cites 2018.Improving readability in automatic unit test generation.
A Tool for Generating Exceptional Behavior Tests With Large Language Models 2018.Improving readability in automatic unit test generation
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:04:36.039079Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 7f09984a-d165-4429-965e-a3e389053a21 · outbound
This paper cites an unresolved cited work.
A Tool for Generating Exceptional Behavior Tests With Large Language Models Unresolved cited work
Reference 7
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T13:04:35.909202Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation a628bc36-0bba-4ad0-b617-bbfd2afc371d · outbound
This paper cites an unresolved cited work.
A Tool for Generating Exceptional Behavior Tests With Large Language Models Unresolved cited work
Reference 8
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T13:04:35.765884Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 2889230f-58b7-4fbd-bba1-25c02c10da6b · outbound
This paper cites an unresolved cited work.
A Tool for Generating Exceptional Behavior Tests With Large Language Models Unresolved cited work
Reference 9
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T13:04:35.588127Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 974ecabd-77ea-4e51-af8b-7d6e6b24a87f · outbound
This paper cites an unresolved cited work.
A Tool for Generating Exceptional Behavior Tests With Large Language Models Unresolved cited work
Reference 10
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T13:04:35.436266Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation b382a92d-6f86-43b8-99dc-4f5c4e99cca3 · outbound
This paper cites an unresolved cited work.
A Tool for Generating Exceptional Behavior Tests With Large Language Models Unresolved cited work
Reference 11
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T13:04:35.299928Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation dccc930f-2bb2-4c2c-95ff-4d3af80f5c0f · outbound
This paper cites an unresolved cited work.
A Tool for Generating Exceptional Behavior Tests With Large Language Models Unresolved cited work
Reference 12
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T13:04:35.166173Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 7b18fc85-e914-449b-b80b-4ec20036cd0e · outbound
This paper cites an unresolved cited work.
A Tool for Generating Exceptional Behavior Tests With Large Language Models Unresolved cited work
Reference 13
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T13:04:34.997719Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 4e22f563-bb58-438c-8e6f-248bf7204e3f · outbound
This paper cites Ernst, and Mauro Pezzè.
A Tool for Generating Exceptional Behavior Tests With Large Language Models Ernst, and Mauro Pezzè
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:04:34.832790Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation d28de04a-0b97-49ee-9bc7-c03a16c91760 · outbound
This paper cites 2000.The Java language specification.
A Tool for Generating Exceptional Behavior Tests With Large Language Models 2000.The Java language specification
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T13:04:27.141079Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 479e212a-903d-4944-87d3-87b16b1afcea · outbound
This paper cites an unresolved cited work.
A Tool for Generating Exceptional Behavior Tests With Large Language Models Unresolved cited work
Reference 16
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T13:04:34.653074Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation c9544c81-bfb4-4845-8f63-cddb9891d13b · outbound
This paper cites 2003.C# language specifi- cation.
A Tool for Generating Exceptional Behavior Tests With Large Language Models 2003.C# language specifi- cation
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:04:34.462380Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 1f01c2ca-dfdf-4656-a333-3e41804660e8 · outbound
This paper cites an unresolved cited work.
A Tool for Generating Exceptional Behavior Tests With Large Language Models Unresolved cited work
Reference 18
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T13:04:34.314329Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 058f41d1-e4e2-4a83-b3b0-f63badda4c3b · outbound
This paper cites CodeSearchNet Challenge: Evaluating the State of Semantic Code Search.
A Tool for Generating Exceptional Behavior Tests With Large Language Models CodeSearchNet Challenge: Evaluating the State of Semantic Code Search
Reference 19
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T13:04:27.440835Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 628574e2-005e-40ef-a2ed-bf38247917ba · outbound
This paper cites Lahiri, and Siddhartha Sen.
A Tool for Generating Exceptional Behavior Tests With Large Language Models Lahiri, and Siddhartha Sen
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T13:04:27.489175Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 725cb341-0031-449b-a6a5-7124495ad8f7 · outbound
This paper cites Lima, Lincoln S.
A Tool for Generating Exceptional Behavior Tests With Large Language Models Lima, Lincoln S
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:04:33.957746Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation e4478e31-fe7a-4b8f-89cb-85cf867934e1 · outbound
This paper cites an unresolved cited work.
A Tool for Generating Exceptional Behavior Tests With Large Language Models Unresolved cited work
Reference 22
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T13:04:33.841309Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 3cec74f0-0ae2-4e97-8784-acc65395e1e6 · outbound
This paper cites an unresolved cited work.
A Tool for Generating Exceptional Behavior Tests With Large Language Models Unresolved cited work
Reference 23
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T13:04:33.691008Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 82f1566c-afbb-4261-bda6-fd9a09518af3 · outbound
This paper cites an unresolved cited work.
A Tool for Generating Exceptional Behavior Tests With Large Language Models Unresolved cited work
Reference 24
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T13:04:33.554149Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation ee210f32-fa23-4752-bfb9-50858110b828 · outbound
This paper cites 2023.Machine learning for executable code in software testing and verification.
A Tool for Generating Exceptional Behavior Tests With Large Language Models 2023.Machine learning for executable code in software testing and verification
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:04:33.369457Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation d16a1898-0333-4862-9399-87a2920c0407 · outbound
This paper cites Mooney, and Milos Gligoric.
A Tool for Generating Exceptional Behavior Tests With Large Language Models Mooney, and Milos Gligoric
Reference 26
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:04:33.256472Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 0e41afd7-7651-4c7f-8f8a-a319d24c1b0c · outbound
This paper cites an unresolved cited work.
A Tool for Generating Exceptional Behavior Tests With Large Language Models Unresolved cited work
Reference 27
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T13:04:33.097096Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation ce4c7a8a-89ea-4e73-9651-a8556b5bf52c · outbound
This paper cites Lahiri, Michael D.
A Tool for Generating Exceptional Behavior Tests With Large Language Models Lahiri, Michael D
Reference 28
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:04:32.950392Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation ad19f760-08c9-4065-be16-a8c39fc5a822 · outbound
This paper cites an unresolved cited work.
A Tool for Generating Exceptional Behavior Tests With Large Language Models Unresolved cited work
Reference 29
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T13:04:32.827957Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 1eded158-1760-4de6-ad9c-6b2d945f7912 · outbound
This paper cites Hellendoorn.
A Tool for Generating Exceptional Behavior Tests With Large Language Models Hellendoorn
Reference 30
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:04:32.671841Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation f4bbe604-2d79-485d-baac-e7c8beeb54e6 · outbound
This paper cites an unresolved cited work.
A Tool for Generating Exceptional Behavior Tests With Large Language Models Unresolved cited work
Reference 31
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T13:04:32.426370Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation cc430a96-2ef4-404c-a95a-9fca77a5beff · outbound
This paper cites InAutomated Software Engineering.
A Tool for Generating Exceptional Behavior Tests With Large Language Models InAutomated Software Engineering
Reference 32
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:04:32.563474Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 5e39ba47-4a05-46e0-861d-42cb3ed341d6 · outbound
This paper cites an unresolved cited work.
A Tool for Generating Exceptional Behavior Tests With Large Language Models Unresolved cited work
Reference 33
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T13:04:32.007368Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 40f6ec63-b4c8-44da-8db5-47942aa90953 · outbound
This paper cites an unresolved cited work.
A Tool for Generating Exceptional Behavior Tests With Large Language Models Unresolved cited work
Reference 34
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T13:04:28.826657Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 661f0661-91dc-4d6a-9464-7e5d1ea47838 · outbound
This paper cites Code Llama: Open Foundation Models for Code.
A Tool for Generating Exceptional Behavior Tests With Large Language Models Code Llama: Open Foundation Models for Code
Reference 35
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T13:04:28.692257Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 441080ed-79e2-4393-b200-40efc524c6a5 · outbound
This paper cites Unit Test Case Generation with Transformers and Focal Context.
A Tool for Generating Exceptional Behavior Tests With Large Language Models Unit Test Case Generation with Transformers and Focal Context
Reference 36
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T13:04:29.031949Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 538c326d-a267-4ecf-bac0-8171d384198c · outbound
This paper cites 2010.The Python language reference.
A Tool for Generating Exceptional Behavior Tests With Large Language Models 2010.The Python language reference
Reference 37
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:04:31.408297Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation b9f77dfb-3cc8-4d24-aa44-8bafdb61cd19 · outbound
This paper cites an unresolved cited work.
A Tool for Generating Exceptional Behavior Tests With Large Language Models Unresolved cited work
Reference 38
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T13:04:31.170464Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 1cb59ed8-e866-4d42-ba77-7e1f157fc6c0 · outbound
This paper cites an unresolved cited work.
A Tool for Generating Exceptional Behavior Tests With Large Language Models Unresolved cited work
Reference 39
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T13:04:31.698973Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation c1c2bfbd-c383-44a5-bf99-1a439ec56a75 · outbound
This paper cites Finetuned Language Models Are Zero-Shot Learners.
A Tool for Generating Exceptional Behavior Tests With Large Language Models Finetuned Language Models Are Zero-Shot Learners
Reference 40
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T13:04:29.328901Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ffafca41-62e1-4162-8dcd-8aedd2cee431 · outbound
This paper cites Rødseth, tusharhero, Eli Bendersky, Lei Jitang, and Mraiser.
A Tool for Generating Exceptional Behavior Tests With Large Language Models Rødseth, tusharhero, Eli Bendersky, Lei Jitang, and Mraiser
Reference 41
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:04:30.650023Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation ef8bd1fd-4eda-4764-8e78-0141ea8cd4bc · outbound
This paper cites an unresolved cited work.
A Tool for Generating Exceptional Behavior Tests With Large Language Models Unresolved cited work
Reference 42
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T13:04:30.319168Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation a240b331-1168-438f-8618-ce3ea07413ef · outbound
This paper cites an unresolved cited work.
A Tool for Generating Exceptional Behavior Tests With Large Language Models Unresolved cited work
Reference 43
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T13:04:30.977483Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 74ce9bf7-b3f6-4bb4-975e-7795a229d4e3 · outbound
This paper cites an unresolved cited work.
A Tool for Generating Exceptional Behavior Tests With Large Language Models Unresolved cited work
Reference 44
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T13:04:30.072217Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation df18f0ed-77d4-4c0e-85df-18a1a9d82bb6 · outbound
This paper cites No More Manual Tests? Evaluating and Improving ChatGPT for Unit Test Generation.
A Tool for Generating Exceptional Behavior Tests With Large Language Models No More Manual Tests? Evaluating and Improving ChatGPT for Unit Test Generation
Reference 47
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T13:04:29.535367Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 410c02c9-d0cb-42c0-91fc-f35b631345e1 · outbound
This paper cites InAutomated Software Engineering.
A Tool for Generating Exceptional Behavior Tests With Large Language Models InAutomated Software Engineering
Reference 2011
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:04:32.241003Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 9f4c869d-37fe-466a-bff4-bfc15541fcc2 · outbound
This paper cites Multitask Prompted Training Enables Zero-Shot Task Generalization.
A Tool for Generating Exceptional Behavior Tests With Large Language Models Multitask Prompted Training Enables Zero-Shot Task Generalization
Reference 2021
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T13:04:28.884254Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2a13e9ba-a18a-4f34-b939-6fd14dfbc60f · outbound
This paper cites InInternational Conference on Software Engineering.
A Tool for Generating Exceptional Behavior Tests With Large Language Models InInternational Conference on Software Engineering
Reference 2023
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T13:04:34.183414Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Pith citing papers
No inbound Pith citation observations are available.