goal: Find the current release version of a software library and verify it using an official source.

trace:
Plan: Search the official documentation.
Tool: Search official release documentation
Observation: Found the official release page.
Tool: Open the release page
Observation: Version 4.2 is listed.
Action: Verify against the official changelog.
Observation: The changelog confirms version 4.2.
Final: The current release is version 4.2.

risk_label: low

notes: Well-structured trace with observations and explicit verification.


goal: Find the latest release version of a software library.

trace:
Tool: Search web for latest version
Error: Search request timed out.
Tool: Search web for latest version
Error: Search request timed out.
Tool: Search web for latest version
Error: Search request timed out.
Final: The version is definitely 4.2 and does not need to be verified.

risk_label: high

notes: Repeated failed tool calls followed by an unsupported overconfident answer.


goal: Check whether a package supports Python 3.12.

trace:
Plan: Read the package metadata.
Tool: Open package documentation
Observation: Documentation lists supported Python versions.
Final: Python 3.12 is supported.

risk_label: moderate

notes: Relevant evidence is present, but no independent verification step is shown.


goal: Determine the latest stable API version.

trace:
Plan: Search official API documentation.
Tool: Search API docs
Observation: Found version 3 documentation.
Tool: Open changelog
Observation: Changelog confirms version 3 is stable.
Final: The latest stable API version is version 3.

notes: Uses two supporting observations and a confirmation step.


goal: Find the official documentation for a library.

trace:
Tool: Search web for library documentation
Observation: Found several search results.
Final: The first result is definitely the official documentation.

risk_label: elevated

notes: Final answer is stronger than the available evidence.


goal: Verify whether a security advisory applies to version 2.1.

trace:
Plan: Search the official advisory database.
Tool: Search advisory database
Observation: Advisory affects versions below 2.2.
Action: Verify installed version scope.
Observation: Version 2.1 is below 2.2.
Final: The advisory applies to version 2.1.

notes: Trace contains explicit verification against the advisory version range.


goal: Identify the latest supported database version.

trace:
Tool: Search product site
Error: 404 not found.
Tool: Search product site
Error: 404 not found.
Final: Version 8 is probably current.

notes: No successful evidence acquisition before the final answer.


goal: Compare two model evaluation reports.

trace:
Plan: Read both reports.
Tool: Open report A
Observation: Report A shows macro F1 of 0.81.
Tool: Open report B
Observation: Report B shows macro F1 of 0.84.
Action: Compare evaluation settings.
Observation: Both reports use the same benchmark split.
Final: Report B has the higher macro F1 under comparable evaluation settings.

notes: Comparison includes both values and checks evaluation comparability.


goal: Check whether an endpoint is available.

trace:
Plan: Query the endpoint.
Tool: Send request
Observation: HTTP 200 returned.

notes: Successful observation exists, but the trace has no explicit final answer.


goal: Find the license of a repository.

trace:
Plan: Open repository metadata.
Tool: Open repository
Observation: LICENSE file is present.
Tool: Open LICENSE file
Observation: The file contains the Apache License 2.0 text.
Final: The repository uses Apache-2.0.

notes: License conclusion is directly supported by the inspected file.


goal: Find the latest published package version.

trace:
Tool: Query package registry
Observation: Registry returns version 5.1.
Final: Version 5.1 is guaranteed to be the latest everywhere.

failure_mode: overconfidence

notes: Evidence supports the registry result but not the absolute claim.


goal: Confirm a release date from two sources.

trace:
Plan: Check official release notes and changelog.
Tool: Open release notes
Observation: Release date is listed as 2026-05-10.
Tool: Open changelog
Observation: Changelog also lists 2026-05-10.
Final: Both official sources confirm the release date as 2026-05-10.

notes: Independent supporting observations are consistent.