News Echo Observatory

9.2M Ingest Benchmark
Echo Ratio: 12.0:1
Collapsed: 120 → 10
Day-3+ Survival: 82.1%
≥ 0.98
14 Days
Four-Stage Squashing Pipeline (120 Ingested Headlines)
STAGE 1 ➔ 2 ➔ 3 ➔ 4
Stage 1: Near-Verbatim (Cosine ≥0.98) Stage 2: Semantic Clusters (10 Events) Stage 3: Situation Chaining (3 Storylines)
Stage 4: Claims Divergence & Consensus Matrix
2 Conflicts Extracted
The 82% Day-3 Attention Cliff
Broadcast Drop-off vs. Ongoing Facts

CLSTR empirical observation: 82% of real storylines remain active post-Day 3, while syndication wire coverage plummets by 91% as news outlets rotate to fresh breaking hooks.

Stream Feed Inspector (120 Articles)
Red = Near-Verbatim Echo
Structured Situation Intelligence Briefing (Live Schema Output)

      
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