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Paper Citation Record · LEDGER

Test Wars: A Comparative Study of SBST, Symbolic Execution, and LLM-Based Approaches to Unit Test Generation

As of 16 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2501.10200.

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

pith.paper-citation-record.v1
2501.10200 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 3 of 3 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T19:44:09.136937Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-15T18:16:14.067578Z

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 1728f72e-2b68-4971-a452-1e1db9c26ece · inbound

Large Language Models for Unit Testing: A Systematic Literature Review cites this paper.

Large Language Models for Unit Testing: A Systematic Literature Review Test Wars: A Comparative Study of SBST, Symbolic Execution, and LLM-Based Approaches to Unit Test Generation

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-15T19:44:09.136937Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T19:44:09.136937Z digest=sha256:1f2bd8a51a09efe226ebfc2084b2cd4f3b80f33862e34e1eaca417053116f533

Observation 5d627e40-f342-4aa5-a08f-4d6a30c2a19e · inbound

Do Coverage and Mutation Scores of LLM-Generated Test Suites Correlate with Their Effectiveness? (Replicability Study) cites this paper.

Do Coverage and Mutation Scores of LLM-Generated Test Suites Correlate with Their Effectiveness? (Replicability Study) Test Wars: A Comparative Study of SBST, Symbolic Execution, and LLM-Based Approaches to Unit Test Generation

Reference 2

Resolution
verified exact
local_arxiv, observed 2026-08-15T15:31:40.649139Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T15:31:40.194158Z digest=sha256:b105530504912298399db334dced7196a63f2409ff2f473210d19ed2eeffd6e3

Observation 6f4a2150-2788-43a2-a3e1-68ada0b452cf · inbound

Evaluating and Mitigating the Misguidance Effect of Buggy Code in LLM-Generated Unit Tests cites this paper.

Evaluating and Mitigating the Misguidance Effect of Buggy Code in LLM-Generated Unit Tests Test Wars: A Comparative Study of SBST, Symbolic Execution, and LLM-Based Approaches to Unit Test Generation

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-15T15:32:18.029267Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T15:32:18.029267Z digest=sha256:b493c2bb4b119a15655643b1b2f73c832cb61e7a9b84cf97b2a7f2f3bbff577a