Layer · Conflict

Conflict zones & ORBAT

A curated frontline atlas combined with live event ingestion. Hand-maintained polygons for belligerent control, attack vectors, and observed asset deployments.

Frontline atlas
Polygon overlays with glowing outlines indicate current control. Updated against ISW, DeepStateMAP, ACLED and open reporting.
Event feed
GDELT 2.0 streamed and filtered to conflict events. NLP-classified asset / weapon detection (HIMARS, Shahed-136, F-16, ATACMS, FPV drones, GBU-39…).

Normalized event

{
  "theatre": "ukraine",
  "side": "ua",
  "event": "strike",
  "weapon": "ATACMS",
  "geo": [48.02, 37.80],
  "ts": "2026-06-27T11:14:00Z",
  "confidence": "high",
  "source": "GDELT/ACLED"
}

Event classification pipeline

GDELT rawGeofence theatresAsset regexSide attributionConfidence scoreEvents that survive all four stages are surfaced. The rest go to a debug bucket, not the globe.