How Current Affairs India Works

The current-affairs pipeline

1. Source discovery. Selected public and institutional sources, prioritizing official and primary material.
2. Event extraction. Identify the underlying real-world development rather than treating every document as a separate event.
3. Normalization. Normalize dates, organizations, subjects and geographic scope.
4. Deduplication. Consolidate repeated reporting of the same underlying event where appropriate.
5. Provenance. Retain source attribution and direct public source links when available.
6. Classification. Organize events by subject/category, date, geographic scope, entities and exam relevance.
7. Exam intelligence. Analyze historical question papers separately from the live current-affairs feed.
8. Automation and editorial controls. Automated systems assist ingestion, normalization, classification, deduplication and structuring while provenance remains identifiable.

Limitations

Inclusion or an exam-relevance classification does not mean an event is guaranteed to appear in a future examination. Historical analysis is evidence from past papers, not a promise or prediction.

See the BPSC Methodology for the exam-specific approach.