Open-Ended Elaboration

Minimal Open-Ended Elaboration

Expressions activating this band are primarily bounded, administrative, or task-focused, with little invitation to expand beyond specific factual content. The expression may reference roles, goals, organization, or transactions in a direct and contained way.

Low Open-Ended Elaboration

Expressions activating this band allow some additional reporting of experiences or events, often through prompts such as asking whether anything else happened or whether a change followed an event. The added content remains brief and loosely specified.

Moderate Open-Ended Elaboration

Expressions activating this band invite short descriptive expansion about experiences, project effects, findings, or other expenses. The expression supports added detail, but the elaboration is still guided by a defined topic.

High Open-Ended Elaboration

Expressions activating this band encourage broader reflection, commentary, or explanation about answers, experiences, roles, confidence, outcomes, or omitted events. The expression explicitly opens space for sharing thoughts, stories, feedback, or additional perspectives.

Extensive Open-Ended Elaboration

Expressions activating this band center on actively adding final comments, suggestions, noticed issues, downsides, or anything else worth mentioning. The expression is strongly oriented toward voluntary, self-directed expansion beyond the main prompt.

Candidate names

Sentence counts by range

Dataset representation

Anchor definitions