Paper Citation Record · LEDGER

Doc2OracLL: Investigating the Impact of Documentation on LLM-based Test Oracle Generation

As of 14 August 2026, this Paper Citation Record lists 46 of 46 outbound references and 3 inbound Pith citation observations for arXiv:2412.09360.

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

pith.paper-citation-record.v1
2412.09360 v2

Coverage vector

measured 46 of 46 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T17:10:28.128271Z

measured 49 of 49 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T23:49:32.340121Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-07-08T13:54:58.535145Z

Reference resolution

46 of 46 outbound references displayed

verified exact0
verified fuzzy0
unresolved44
parse uncertain0
malformed identifier2
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f56c8b85-a519-4f0b-aba0-d35978d4d4de · outbound

This paper cites an unresolved cited work.

Doc2OracLL: Investigating the Impact of Documentation on LLM-based Test Oracle Generation Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:11:13.991975Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation e25479ef-eb67-4f5e-961f-c5c40304f885 · outbound

This paper cites an unresolved cited work.

Doc2OracLL: Investigating the Impact of Documentation on LLM-based Test Oracle Generation Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:11:13.980036Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation dde714b4-77ef-4f50-bf7f-ad9eaba291af · outbound

This paper cites an unresolved cited work.

Doc2OracLL: Investigating the Impact of Documentation on LLM-based Test Oracle Generation Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-11T17:10:27.940771Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1f50eb78-1889-4f7f-947b-5f036adece74 · outbound

This paper cites an unresolved cited work.

Doc2OracLL: Investigating the Impact of Documentation on LLM-based Test Oracle Generation Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-11T17:10:27.945273Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 99b672cd-d951-4383-9bf0-65ade5203a03 · outbound

This paper cites Ernst, Mauro Pezzè, and Sergio Del- gado Castellanos.

Doc2OracLL: Investigating the Impact of Documentation on LLM-based Test Oracle Generation Ernst, Mauro Pezzè, and Sergio Del- gado Castellanos

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-11T17:10:27.949567Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2ec032a1-a92c-4e97-bf03-04d53e93fe39 · outbound

This paper cites an unresolved cited work.

Doc2OracLL: Investigating the Impact of Documentation on LLM-based Test Oracle Generation Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:11:13.955652Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation aea98310-3d76-413d-8fca-ad09e521c8e2 · outbound

This paper cites an unresolved cited work.

Doc2OracLL: Investigating the Impact of Documentation on LLM-based Test Oracle Generation Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:11:13.943511Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 0c275d77-ed01-4d59-bf29-a127e2686ccd · outbound

This paper cites an unresolved cited work.

Doc2OracLL: Investigating the Impact of Documentation on LLM-based Test Oracle Generation Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:11:13.931170Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation eed3c395-2446-4d2e-9216-628ca42d5089 · outbound

This paper cites an unresolved cited work.

Doc2OracLL: Investigating the Impact of Documentation on LLM-based Test Oracle Generation Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:11:13.918933Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation c88c0887-df75-4e2d-ba1f-3e421646bdcd · outbound

This paper cites an unresolved cited work.

Doc2OracLL: Investigating the Impact of Documentation on LLM-based Test Oracle Generation Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-11T17:10:27.970951Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 533c59b9-5885-467a-81d4-ce134f54d7d5 · outbound

This paper cites an unresolved cited work.

Doc2OracLL: Investigating the Impact of Documentation on LLM-based Test Oracle Generation Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:11:13.906804Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation bb1127fb-63a8-42a0-9aee-e0e28474c0aa · outbound

This paper cites an unresolved cited work.

Doc2OracLL: Investigating the Impact of Documentation on LLM-based Test Oracle Generation Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-11T17:10:27.978770Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a95bb3e-ca38-4abb-a28f-27c4869621ec · outbound

This paper cites an unresolved cited work.

Doc2OracLL: Investigating the Impact of Documentation on LLM-based Test Oracle Generation Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-11T17:10:27.983771Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 41ee5491-f9c9-45f5-9a9f-1cb092cb3f47 · outbound

This paper cites Ernst, and Mauro Pezzè.

Doc2OracLL: Investigating the Impact of Documentation on LLM-based Test Oracle Generation Ernst, and Mauro Pezzè

Reference 14

Resolution: malformed identifier; no resolver link, observed 2026-08-11T17:10:27.987982Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7110ff3d-0920-4379-ba9b-924e44133744 · outbound

This paper cites an unresolved cited work.

Doc2OracLL: Investigating the Impact of Documentation on LLM-based Test Oracle Generation Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:11:13.888903Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 6c9f3b1a-391c-4962-86e4-8c970126c216 · outbound

This paper cites an unresolved cited work.

Doc2OracLL: Investigating the Impact of Documentation on LLM-based Test Oracle Generation Unresolved cited work

Reference 16

Resolution: malformed identifier; raw_fallback, observed 2026-08-11T17:11:13.531075Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 1f0e39e4-aa53-47cf-9017-1688107db656 · outbound

This paper cites TOGLL: Correct and Strong Test Oracle Generation with LLMs.

Doc2OracLL: Investigating the Impact of Documentation on LLM-based Test Oracle Generation TOGLL: Correct and Strong Test Oracle Generation with LLMs

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-11T17:10:28.001036Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d3cd2f07-29bf-4402-89c7-6ad0bb6d4396 · outbound

This paper cites Dwyer, Sebastian Elbaum, and Willem Visser.

Doc2OracLL: Investigating the Impact of Documentation on LLM-based Test Oracle Generation Dwyer, Sebastian Elbaum, and Willem Visser

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-11T17:10:28.005084Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d0b0d7fd-a8be-4283-877b-53974fbca06e · outbound

This paper cites an unresolved cited work.

Doc2OracLL: Investigating the Impact of Documentation on LLM-based Test Oracle Generation Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-11T17:10:28.009847Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 248c1ea3-2749-4a07-874b-c8723961d53e · outbound

This paper cites an unresolved cited work.

Doc2OracLL: Investigating the Impact of Documentation on LLM-based Test Oracle Generation Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-11T17:10:28.013629Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b0df96c7-1de1-4033-846b-2963428bb205 · outbound

This paper cites an unresolved cited work.

Doc2OracLL: Investigating the Impact of Documentation on LLM-based Test Oracle Generation Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:11:13.873192Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation f7ec34f8-779b-4cdb-98ea-a1b56bd63b42 · outbound

This paper cites an unresolved cited work.

Doc2OracLL: Investigating the Impact of Documentation on LLM-based Test Oracle Generation Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:11:13.862820Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 887c56ed-32fd-494a-9292-e7e0071c2b63 · outbound

This paper cites an unresolved cited work.

Doc2OracLL: Investigating the Impact of Documentation on LLM-based Test Oracle Generation Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-11T17:10:28.031875Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8a882763-92fe-4177-aae7-16d853f14c25 · outbound

This paper cites an unresolved cited work.

Doc2OracLL: Investigating the Impact of Documentation on LLM-based Test Oracle Generation Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:11:13.852657Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation c700d6c3-15aa-4a8d-95fd-a6711a53732a · outbound

This paper cites an unresolved cited work.

Doc2OracLL: Investigating the Impact of Documentation on LLM-based Test Oracle Generation Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:11:13.842477Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 4262ebba-c7a4-4c7e-903e-0b9bce2ce168 · outbound

This paper cites an unresolved cited work.

Doc2OracLL: Investigating the Impact of Documentation on LLM-based Test Oracle Generation Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:11:13.832660Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 9910b4b5-2e52-486b-8917-278d0123ad8a · outbound

This paper cites CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and Generation.

Doc2OracLL: Investigating the Impact of Documentation on LLM-based Test Oracle Generation CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and Generation

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-11T17:10:28.048470Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d648c10-d0c0-4c01-b9e9-e1e018ff433b · outbound

This paper cites an unresolved cited work.

Doc2OracLL: Investigating the Impact of Documentation on LLM-based Test Oracle Generation Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:11:13.823225Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 6daca8dc-cb64-464a-aa90-cf581a07443c · outbound

This paper cites CodeGen: An Open Large Language Model for Code with Multi-Turn Program Synthesis.

Doc2OracLL: Investigating the Impact of Documentation on LLM-based Test Oracle Generation CodeGen: An Open Large Language Model for Code with Multi-Turn Program Synthesis

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-11T17:10:28.057078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 30133e3c-1f2e-45be-a123-935a85dc04cc · outbound

This paper cites an unresolved cited work.

Doc2OracLL: Investigating the Impact of Documentation on LLM-based Test Oracle Generation Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:11:13.811241Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 526ab1e7-3a5c-468b-8a8e-8c096eefc258 · outbound

This paper cites an unresolved cited work.

Doc2OracLL: Investigating the Impact of Documentation on LLM-based Test Oracle Generation Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-11T17:10:28.065241Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3166126a-8370-4eff-bbd7-40ac07454041 · outbound

This paper cites an unresolved cited work.

Doc2OracLL: Investigating the Impact of Documentation on LLM-based Test Oracle Generation Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-11T17:10:28.070645Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c4fe04ce-2a0b-4d6e-8020-1f17c7259fc9 · outbound

This paper cites an unresolved cited work.

Doc2OracLL: Investigating the Impact of Documentation on LLM-based Test Oracle Generation Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:11:13.795255Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation bf1477ea-b744-45ee-869c-11f899b11e0e · outbound

This paper cites an unresolved cited work.

Doc2OracLL: Investigating the Impact of Documentation on LLM-based Test Oracle Generation Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-11T17:10:28.079367Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 161de5dd-2a86-4828-9946-05f81a1a0355 · outbound

This paper cites an unresolved cited work.

Doc2OracLL: Investigating the Impact of Documentation on LLM-based Test Oracle Generation Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:11:13.779871Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 7b06e0b6-33cf-43e2-a26e-a55814cae7d8 · outbound

This paper cites Code Llama: Open Foundation Models for Code.

Doc2OracLL: Investigating the Impact of Documentation on LLM-based Test Oracle Generation Code Llama: Open Foundation Models for Code

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-11T17:10:28.088290Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9cfa1400-0175-49ba-adf8-29d9e9a40629 · outbound

This paper cites an unresolved cited work.

Doc2OracLL: Investigating the Impact of Documentation on LLM-based Test Oracle Generation Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-11T17:10:28.092760Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 752496fb-f65e-4187-8901-4acf149922d3 · outbound

This paper cites Using Large Language Models to Generate JUnit Tests: An Empirical Study.

Doc2OracLL: Investigating the Impact of Documentation on LLM-based Test Oracle Generation Using Large Language Models to Generate JUnit Tests: An Empirical Study

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-11T17:10:28.096916Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2f27865a-3131-447d-b4b9-ee1f792d7434 · outbound

This paper cites an unresolved cited work.

Doc2OracLL: Investigating the Impact of Documentation on LLM-based Test Oracle Generation Unresolved cited work

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-11T17:10:28.102196Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f44a66f8-05de-45df-bffe-4a2048642683 · outbound

This paper cites Unit Test Case Generation with Transformers and Focal Context.

Doc2OracLL: Investigating the Impact of Documentation on LLM-based Test Oracle Generation Unit Test Case Generation with Transformers and Focal Context

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-11T17:10:28.107133Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a7e7795d-d58e-45b4-86eb-ecb72aed9a9a · outbound

This paper cites an unresolved cited work.

Doc2OracLL: Investigating the Impact of Documentation on LLM-based Test Oracle Generation Unresolved cited work

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-11T17:10:28.111818Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e8f13de-91a1-46ec-97fa-6a7b3e162872 · outbound

This paper cites an unresolved cited work.

Doc2OracLL: Investigating the Impact of Documentation on LLM-based Test Oracle Generation Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:11:13.764302Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 604a7fea-b5df-42ef-8c47-dbf22a19f37b · outbound

This paper cites an unresolved cited work.

Doc2OracLL: Investigating the Impact of Documentation on LLM-based Test Oracle Generation Unresolved cited work

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-11T17:10:28.120395Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4024a682-f395-43ca-a526-92a85abc1a40 · outbound

This paper cites A Systematic Evaluation of Large Language Models of Code.

Doc2OracLL: Investigating the Impact of Documentation on LLM-based Test Oracle Generation A Systematic Evaluation of Large Language Models of Code

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-11T17:10:28.124629Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e887391e-536f-43a5-9b06-8482b8e8e2ba · outbound

This paper cites an unresolved cited work.

Doc2OracLL: Investigating the Impact of Documentation on LLM-based Test Oracle Generation Unresolved cited work

Reference 45

Resolution: unresolved; raw_fallback, observed 2026-08-11T17:11:13.753845Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation f58a681a-9d26-409e-9f44-8e22d8437291 · outbound

This paper cites Large Language Models for Software Engineering: A Systematic Literature Review.

Doc2OracLL: Investigating the Impact of Documentation on LLM-based Test Oracle Generation Large Language Models for Software Engineering: A Systematic Literature Review

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-11T17:10:28.018877Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 5754f13c-c8b9-4aec-a333-b5f6f7b9c869 · inbound

Seeing is Fixing: Cross-Modal Reasoning with Multimodal LLMs for Visual Software Issue Fixing cites this paper.

Seeing is Fixing: Cross-Modal Reasoning with Multimodal LLMs for Visual Software Issue Fixing Doc2OracLL: Investigating the Impact of Documentation on LLM-based Test Oracle Generation

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-06T23:49:32.340121Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c109ffb8-da3e-40bc-83d4-80e84098f30f · inbound

Beyond Coverage and Kill Scores: Empirically Measuring Test Suite Behavioural Gaps cites this paper.

Beyond Coverage and Kill Scores: Empirically Measuring Test Suite Behavioural Gaps Doc2OracLL: Investigating the Impact of Documentation on LLM-based Test Oracle Generation

Reference 5

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T06:17:42.125268Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 945d9ae8-a917-4fe1-988a-eb178b223639 · inbound

LogicHunter: Testing LLM Agent Frameworks with an Agentic Oracle cites this paper.

LogicHunter: Testing LLM Agent Frameworks with an Agentic Oracle Doc2OracLL: Investigating the Impact of Documentation on LLM-based Test Oracle Generation

Reference 14

Resolution: verified exact; local_arxiv, observed 2026-07-08T13:54:58.536856Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.