Paper Citation Record · LEDGER

From Business Requirements to Test Assertions: Evaluating LLM-Generated Oracles on Real Bugs

As of 7 August 2026, this Paper Citation Record lists 13 of 13 outbound references and 0 inbound Pith citation observations for arXiv:2607.10277.

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

pith.paper-citation-record.v1
2607.10277 v1

Coverage vector

measured 13 of 13 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-14T12:58:44.842555Z

measured 13 of 13 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+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

13 of 13 outbound references displayed

verified exact0
verified fuzzy0
unresolved13
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 58a4d0c2-7d3d-4ba9-aaac-afe43b271084 · outbound

This paper cites 2025 , eprint=.

From Business Requirements to Test Assertions: Evaluating LLM-Generated Oracles on Real Bugs 2025 , eprint=

Reference 1

Resolution: unresolved; no resolver link, observed 2026-07-14T12:58:44.842555Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7fbeb221-17c5-459c-bcd5-2ac7e7995c67 · outbound

This paper cites 2025 , eprint=.

From Business Requirements to Test Assertions: Evaluating LLM-Generated Oracles on Real Bugs 2025 , eprint=

Reference 2

Resolution: unresolved; no resolver link, observed 2026-07-14T12:58:44.842555Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation be30f423-b944-42ef-9f41-bc3a5c60489e · outbound

This paper cites Automatic Test Case and Test Oracle Generation Based on Functional Scenarios in Formal Specifications for Conformance Testing , year=.

From Business Requirements to Test Assertions: Evaluating LLM-Generated Oracles on Real Bugs Automatic Test Case and Test Oracle Generation Based on Functional Scenarios in Formal Specifications for Conformance Testing , year=

Reference 3

Resolution: unresolved; no resolver link, observed 2026-07-14T12:58:44.842555Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 11c4bb42-d816-422b-936c-16ce919c430f · outbound

This paper cites Perfect is the enemy of test oracle , url=.

From Business Requirements to Test Assertions: Evaluating LLM-Generated Oracles on Real Bugs Perfect is the enemy of test oracle , url=

Reference 4

Resolution: unresolved; no resolver link, observed 2026-07-14T12:58:44.842555Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6f01b193-1075-4fc0-b6af-3657ddb22711 · outbound

This paper cites ACM Trans.

From Business Requirements to Test Assertions: Evaluating LLM-Generated Oracles on Real Bugs ACM Trans

Reference 5

Resolution: unresolved; no resolver link, observed 2026-07-14T12:58:44.842555Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 35de3081-04b1-4a57-8aef-8940a1033cdc · outbound

This paper cites an unresolved cited work.

From Business Requirements to Test Assertions: Evaluating LLM-Generated Oracles on Real Bugs Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-07-14T12:58:44.842555Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b9f13f79-d910-49ba-928e-11e5cce54202 · outbound

This paper cites A Systematic Literature Review on Using Natural Language Processing in Software Requirements Engineering , volume =.

From Business Requirements to Test Assertions: Evaluating LLM-Generated Oracles on Real Bugs A Systematic Literature Review on Using Natural Language Processing in Software Requirements Engineering , volume =

Reference 7

Resolution: unresolved; no resolver link, observed 2026-07-14T12:58:44.842555Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a25f95f0-673a-4734-a937-53a59aa19b24 · outbound

This paper cites 2025 , eprint=.

From Business Requirements to Test Assertions: Evaluating LLM-Generated Oracles on Real Bugs 2025 , eprint=

Reference 8

Resolution: unresolved; no resolver link, observed 2026-07-14T12:58:44.842555Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 916c471b-723b-4ec2-8888-327da9de52a8 · outbound

This paper cites Defects4.

From Business Requirements to Test Assertions: Evaluating LLM-Generated Oracles on Real Bugs Defects4

Reference 9

Resolution: unresolved; no resolver link, observed 2026-07-14T12:58:44.842555Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bf398894-b1c5-4edf-904e-24b94d93c93b · outbound

This paper cites IEEE Transactions on Software Engineering , volume=.

From Business Requirements to Test Assertions: Evaluating LLM-Generated Oracles on Real Bugs IEEE Transactions on Software Engineering , volume=

Reference 10

Resolution: unresolved; no resolver link, observed 2026-07-14T12:58:44.842555Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7c2ee26d-a102-4166-aa46-da1a223fdb7c · outbound

This paper cites The Computer Journal , volume=.

From Business Requirements to Test Assertions: Evaluating LLM-Generated Oracles on Real Bugs The Computer Journal , volume=

Reference 11

Resolution: unresolved; no resolver link, observed 2026-07-14T12:58:44.842555Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3dd69b9e-b430-4a4a-89a7-edb0290c9d75 · outbound

This paper cites IEEE Transactions on Software Engineering , volume=.

From Business Requirements to Test Assertions: Evaluating LLM-Generated Oracles on Real Bugs IEEE Transactions on Software Engineering , volume=

Reference 12

Resolution: unresolved; no resolver link, observed 2026-07-14T12:58:44.842555Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c88ce836-75b0-4478-afa1-929a36d9d552 · outbound

This paper cites No More Manual Tests? Evaluating and Improving ChatGPT for Unit Test Generation.

From Business Requirements to Test Assertions: Evaluating LLM-Generated Oracles on Real Bugs No More Manual Tests? Evaluating and Improving ChatGPT for Unit Test Generation

Reference 13

Resolution: unresolved; no resolver link, observed 2026-07-14T12:58:44.842555Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.