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Paper Citation Record · LEDGER

Can ChatGPT advance software testing intelligence? An experience report on metamorphic testing

As of 16 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 5 inbound Pith citation observations for arXiv:2310.19204.

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

pith.paper-citation-record.v1
2310.19204 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 5 of 5 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-11T22:14:55.006465Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-29T23:54:03.252382Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 7620c2ef-0559-4a54-8f75-f4e1782ea2c2 · inbound

System Test Case Design from Requirements Specifications: Insights and Challenges of Using ChatGPT cites this paper.

System Test Case Design from Requirements Specifications: Insights and Challenges of Using ChatGPT Can ChatGPT advance software testing intelligence? An experience report on metamorphic testing

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-11T22:14:55.006465Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T22:14:55.006465Z digest=sha256:586ed56055258f9bcc0f375c9acb4bfe0924698ad8e300f08d31bdd28871aa4c

Observation 7a18b3b7-e5a2-46b9-a5b4-0a21697e7a11 · inbound

MR-Coupler: Automated Metamorphic Test Generation via Functional Coupling Analysis cites this paper.

MR-Coupler: Automated Metamorphic Test Generation via Functional Coupling Analysis Can ChatGPT advance software testing intelligence? An experience report on metamorphic testing

Reference 38

Resolution
verified exact
arxiv_id, observed 2026-05-11T09:41:02.270919Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-10T15:53:42.720172Z digest=sha256:57a23d99206f2cd952e3456303cfc3fdafc5d9502866830260a031770b034f16

Observation f69df31d-823a-48e4-820b-e9515f8481b7 · inbound

Bidirectional Empowerment of Metamorphic Testing and Large Language Models: A Systematic Survey cites this paper.

Bidirectional Empowerment of Metamorphic Testing and Large Language Models: A Systematic Survey Can ChatGPT advance software testing intelligence? An experience report on metamorphic testing

Reference 65

Resolution
verified exact
arxiv_id, observed 2026-05-15T05:19:46.560343Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-05-15T05:15:57.846560Z digest=sha256:77ba91649c3556849f960db6b00b3a9e1b6fa80ec0fc2891a7c7b6133344a6b4

Observation 49b0d8bc-3199-4b79-9474-b1374a99467f · inbound

Multi-Agent Specification-based Metamorphic Testing of FMU-Based Simulations cites this paper.

Multi-Agent Specification-based Metamorphic Testing of FMU-Based Simulations Can ChatGPT advance software testing intelligence? An experience report on metamorphic testing

Reference 12

Resolution
verified exact
arxiv_id, observed 2026-06-29T23:54:03.253975Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-06-29T23:52:33.892289Z digest=sha256:ad1259e98daeaf94074108216cdf14fe49162dbd92c91baa71d9f5972808b96a

Observation 5055e44f-003e-4f17-81dd-184490695f65 · inbound

Multi-Agent LLM-based Metamorphic Testing for REST APIs cites this paper.

Multi-Agent LLM-based Metamorphic Testing for REST APIs Can ChatGPT advance software testing intelligence? An experience report on metamorphic testing

Reference 8

Resolution
verified exact
arxiv_id, observed 2026-06-29T11:03:19.026632Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-06-29T10:53:47.462020Z digest=sha256:ac5767f3ce30893c5bde2b1988adb689ff4aedb4c69a03c7bed124164676b7f7