Graphs & projections

Benchmark first

Corpora: DocRED · WDC Products · KILT · QASC

Protocol: Measure blocking pairs completeness and reduction ratio, entity pair/cluster F1, relation micro-F1, provenance precision/recall, and multi-hop answer accuracy. Then run graph-off and graph-on retrieval with identical seeds to attribute recall gains. Every projected passage must retain its source node and path.

• Entity resolution with explicit uncertainty
• Graph recall and corpus aggregation
• Event sourcing and disposable projections
• Bi-temporal knowledge graph