Experience · Software component

Data Source Provenance Presenter

Software componentExperienceExperience & Human Oversightarc:DataSourceProvenancePresenter

A presentation component that shows which databases, records and sources the agent accessed for a decision, with timestamps, record dates, versions and update currency.

Responsibility. Displays the provenance and currency of data sources used in a decision.

Also known as: Data source highlighting, Data source transparency

Direct neighbourhood (hover for relationship types)

Relationships

is invoked by dependency

Explanation Presenter Ch10.5

reads dependency

Trace Store Ch10.5

Quantitative guidance

As stated by the sources; verify before use.

Legal example lists internal case database (237 comparable cases, 2018–2024) and dated precedent and expertise sources (Ch10.5).

Classification

Patterns: Source attribution with timestamps
Quality attributes: Transparency and accountability (NIST AI RMF: accountable and transparent)
Risks mitigated: Reliance on outdated dataMissed recently documented information

Sources

Ch10.5: T. Nguyen, "Human-over-the-Loop," in Mastering Agentic AI Systems: Guide for the NVIDIA NCP-AAI Exam, 1st ed. 2026, ch. 10.5. ISBN: 9798244538229.