Israel vs Hamas & Hezbollah

{
  "subject": "israel_palestine",
  "analysis_date": "2026-04-19T09:03:59.512207+00:00",
  "summary": "Analysis of Israel-Palestine Conflict based on data from 5 collection sources. Current risk assessment: MODERATE.\n\nNews coverage: 56 articles collected from GDELT, RSS feeds, and NewsAPI.\n\nNASA FIRMS detected 12 thermal hotspots, 1 near key strategic locations.\n\nOSINT: 594 GDELT GKG records, 174 military movement events. Average media tone: -4.47. Top conflict themes: CEASEFIRE, MILITARY, BLOCKADE, TAX_TERROR_GROUP, TAX_TERROR_GROUP_HEZBOLLAH.\n\nMaritime intelligence: 24 events \u2014 1 naval/military, 3 shipping disruptions, 3 chokepoint events.",
  "risk_level": "moderate",
  "predictions": [
    {
      "event": "Continued military operations \u2014 use conventional military force events dominant",
      "likelihood": 90,
      "timeframe": "1-7 days",
      "type": "escalation",
      "evidence": [
        {
          "source": "GDELT CAMEO",
          "detail": "174 military movement events detected",
          "weight": 0.3
        }
      ],
      "confidence": "medium-high",
      "reasoning": "GDELT CAMEO analysis detected 174 military movement events, indicating active force posture.",
      "event_translations": {
        "ar": "\u0627\u0633\u062a\u0645\u0631\u0627\u0631 \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0639\u0633\u0643\u0631\u064a\u0629 \u2013 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0642\u0648\u0629 \u0627\u0644\u0639\u0633\u0643\u0631\u064a\u0629 \u0627\u0644\u062a\u0642\u0644\u064a\u062f\u064a\u0629 \u0641\u064a \u0627\u0644\u0623\u062d\u062f\u0627\u062b \u0627\u0644\u0645\u0647\u064a\u0645\u0646\u0629",
        "hi": "\u0928\u093f\u0930\u0902\u0924\u0930 \u0938\u0948\u0928\u094d\u092f \u0905\u092d\u093f\u092f\u093e\u0928 - \u092a\u093e\u0930\u0902\u092a\u0930\u093f\u0915 \u0938\u0948\u0928\u094d\u092f \u092c\u0932 \u0915\u0940 \u0918\u091f\u0928\u093e\u0913\u0902 \u0915\u093e \u092a\u094d\u0930\u092d\u093e\u0935\u0940 \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0947\u0902",
        "ml": "\u0d24\u0d41\u0d1f\u0d7c \u0d38\u0d48\u0d28\u0d3f\u0d15 \u0d2a\u0d4d\u0d30\u0d35\u0d7c\u0d24\u0d4d\u0d24\u0d28\u0d19\u0d4d\u0d19\u0d7e - \u0d2a\u0d30\u0d2e\u0d4d\u0d2a\u0d30\u0d3e\u0d17\u0d24 \u0d38\u0d48\u0d28\u0d3f\u0d15 \u0d38\u0d47\u0d28\u0d3e \u0d38\u0d02\u0d2d\u0d35\u0d19\u0d4d\u0d19\u0d7e \u0d2a\u0d4d\u0d30\u0d2c\u0d32\u0d2e\u0d3e\u0d2f\u0d3f \u0d09\u0d2a\u0d2f\u0d4b\u0d17\u0d3f\u0d15\u0d4d\u0d15\u0d41\u0d15",
        "es": "Operaciones militares continuas: uso de fuerza militar convencional. Eventos dominantes.",
        "fr": "Poursuite des op\u00e9rations militaires \u2014 utilisation dominante des forces militaires conventionnelles"
      }
    },
    {
      "event": "Maritime disruption likely to persist in Middle East shipping lanes",
      "likelihood": 84,
      "timeframe": "1-2 weeks",
      "type": "maritime_disruption",
      "evidence": [
        {
          "source": "Maritime GDELT",
          "detail": "3 shipping disruption events",
          "weight": 0.25
        },
        {
          "source": "Maritime GDELT",
          "detail": "3 chokepoint events",
          "weight": 0.25
        }
      ],
      "confidence": "medium-high",
      "reasoning": "Multiple maritime disruption and chokepoint events indicate ongoing threat to commercial shipping.",
      "event_translations": {
        "ar": "\u0645\u0646 \u0627\u0644\u0645\u0631\u062c\u062d \u0623\u0646 \u064a\u0633\u062a\u0645\u0631 \u0627\u0644\u0627\u0636\u0637\u0631\u0627\u0628 \u0627\u0644\u0628\u062d\u0631\u064a \u0641\u064a \u0645\u0645\u0631\u0627\u062a \u0627\u0644\u0634\u062d\u0646 \u0641\u064a \u0627\u0644\u0634\u0631\u0642 \u0627\u0644\u0623\u0648\u0633\u0637",
        "hi": "\u092e\u0927\u094d\u092f \u092a\u0942\u0930\u094d\u0935 \u0936\u093f\u092a\u093f\u0902\u0917 \u0932\u0947\u0928 \u092e\u0947\u0902 \u0938\u092e\u0941\u0926\u094d\u0930\u0940 \u0935\u094d\u092f\u0935\u0927\u093e\u0928 \u091c\u093e\u0930\u0940 \u0930\u0939\u0928\u0947 \u0915\u0940 \u0938\u0902\u092d\u093e\u0935\u0928\u093e \u0939\u0948",
        "ml": "\u0d2e\u0d3f\u0d21\u0d3f\u0d7d \u0d08\u0d38\u0d4d\u0d31\u0d4d\u0d31\u0d4d \u0d37\u0d3f\u0d2a\u0d4d\u0d2a\u0d3f\u0d02\u0d17\u0d4d \u0d2a\u0d3e\u0d24\u0d15\u0d33\u0d3f\u0d7d \u0d15\u0d1f\u0d7d \u0d24\u0d1f\u0d38\u0d4d\u0d38\u0d02 \u0d28\u0d3f\u0d32\u0d28\u0d3f\u0d7d\u0d15\u0d4d\u0d15\u0d3e\u0d7b \u0d38\u0d3e\u0d27\u0d4d\u0d2f\u0d24\u0d2f\u0d41\u0d23\u0d4d\u0d1f\u0d4d",
        "es": "Es probable que persistan las perturbaciones mar\u00edtimas en las rutas mar\u00edtimas de Oriente Medio",
        "fr": "Les perturbations maritimes devraient persister sur les voies de navigation du Moyen-Orient"
      }
    },
    {
      "event": "Diplomatic channels active but overshadowed by combat operations",
      "likelihood": 55,
      "timeframe": "1-3 weeks",
      "type": "diplomatic",
      "evidence": [
        {
          "source": "GDELT GKG",
          "detail": "CEASEFIRE theme: 435 mentions",
          "weight": 0.25
        },
        {
          "source": "GDELT GKG",
          "detail": "KILL theme: 207 mentions",
          "weight": 0.25
        }
      ],
      "confidence": "medium",
      "reasoning": "Simultaneous ceasefire discussion and kill/military themes suggest parallel diplomatic and combat tracks.",
      "event_translations": {
        "ar": "\u0627\u0644\u0642\u0646\u0648\u0627\u062a \u0627\u0644\u062f\u0628\u0644\u0648\u0645\u0627\u0633\u064a\u0629 \u0646\u0634\u0637\u0629 \u0644\u0643\u0646 \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0642\u062a\u0627\u0644\u064a\u0629 \u0637\u063a\u062a \u0639\u0644\u064a\u0647\u0627",
        "hi": "\u0930\u093e\u091c\u0928\u092f\u093f\u0915 \u091a\u0948\u0928\u0932 \u0938\u0915\u094d\u0930\u093f\u092f \u0939\u0948\u0902 \u0932\u0947\u0915\u093f\u0928 \u092f\u0941\u0926\u094d\u0927 \u0905\u092d\u093f\u092f\u093e\u0928\u094b\u0902 \u0938\u0947 \u092a\u094d\u0930\u092d\u093e\u0935\u093f\u0924 \u0939\u0948\u0902",
        "ml": "\u0d28\u0d2f\u0d24\u0d28\u0d4d\u0d24\u0d4d\u0d30 \u0d1a\u0d3e\u0d28\u0d32\u0d41\u0d15\u0d7e \u0d38\u0d1c\u0d40\u0d35\u0d2e\u0d3e\u0d23\u0d4d, \u0d0e\u0d28\u0d4d\u0d28\u0d3e\u0d7d \u0d2f\u0d41\u0d26\u0d4d\u0d27 \u0d2a\u0d4d\u0d30\u0d35\u0d7c\u0d24\u0d4d\u0d24\u0d28\u0d19\u0d4d\u0d19\u0d33\u0d3e\u0d7d \u0d2e\u0d31\u0d1e\u0d4d\u0d1e\u0d3f\u0d30\u0d3f\u0d15\u0d4d\u0d15\u0d41\u0d28\u0d4d\u0d28\u0d41",
        "es": "Canales diplom\u00e1ticos activos pero eclipsados \u200b\u200bpor las operaciones de combate",
        "fr": "Des voies diplomatiques actives mais \u00e9clips\u00e9es par les op\u00e9rations de combat"
      }
    }
  ],
  "data_quality": {
    "news_freshness_hours": 2,
    "flight_coverage": "poor",
    "satellite_coverage": "partial",
    "maritime_coverage": "good",
    "military_movement_events": 174,
    "osint_events_count": 594
  },
  "analysis_mode": "rule_based",
  "risk_score": 34.0,
  "summary_translations": {
    "ar": "\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0635\u0631\u0627\u0639 \u0627\u0644\u0625\u0633\u0631\u0627\u0626\u064a\u0644\u064a \u0627\u0644\u0641\u0644\u0633\u0637\u064a\u0646\u064a \u0627\u0633\u062a\u0646\u0627\u062f\u0627 \u0625\u0644\u0649 \u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0646 5 \u0645\u0635\u0627\u062f\u0631 \u0627\u0644\u0645\u062c\u0645\u0648\u0639\u0629. \u062a\u0642\u064a\u064a\u0645 \u0627\u0644\u0645\u062e\u0627\u0637\u0631 \u0627\u0644\u062d\u0627\u0644\u064a\u0629: \u0645\u0639\u062a\u062f\u0644.\n\n\u0627\u0644\u062a\u063a\u0637\u064a\u0629 \u0627\u0644\u0625\u062e\u0628\u0627\u0631\u064a\u0629: 56 \u0645\u0642\u0627\u0644\u0629 \u062a\u0645 \u062c\u0645\u0639\u0647\u0627 \u0645\u0646 GDELT \u0648\u062e\u0644\u0627\u0635\u0627\u062a RSS \u0648NewsAPI.\n\n\u0627\u0643\u062a\u0634\u0641\u062a NASA FIRMS 12 \u0646\u0642\u0637\u0629 \u062d\u0631\u0627\u0631\u064a\u0629\u060c \u0648\u0627\u062d\u062f\u0629 \u0645\u0646\u0647\u0627 \u0628\u0627\u0644\u0642\u0631\u0628 \u0645\u0646 \u0627\u0644\u0645\u0648\u0627\u0642\u0639 \u0627\u0644\u0627\u0633\u062a\u0631\u0627\u062a\u064a\u062c\u064a\u0629 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629.\n\nOSINT: 594 \u0633\u062c\u0644 GDELT GKG\u060c 174 \u062d\u062f\u062b\u064b\u0627 \u0644\u0644\u062d\u0631\u0643\u0629 \u0627\u0644\u0639\u0633\u0643\u0631\u064a\u0629. \u0645\u062a\u0648\u0633\u0637 \u200b\u200b\u0646\u063a\u0645\u0629 \u0627\u0644\u0648\u0633\u0627\u0626\u0637: -4.47. \u0623\u0647\u0645 \u0645\u0648\u0627\u0636\u064a\u0639 \u0627\u0644\u0635\u0631\u0627\u0639: CEASEFIRE\u060c MILITARY\u060c BLOCKADE\u060c TAX_TERROR_GROUP\u060c TAX_TERROR_GROUP_HEZBOLLAH.\n\n\u0627\u0644\u0627\u0633\u062a\u062e\u0628\u0627\u0631\u0627\u062a \u0627\u0644\u0628\u062d\u0631\u064a\u0629: 24 \u062d\u062f\u062b\u064b\u0627 - 1 \u0628\u062d\u0631\u064a/\u0639\u0633\u0643\u0631\u064a\u060c 3 \u0627\u0636\u0637\u0631\u0627\u0628\u0627\u062a \u0634\u062d\u0646\u060c 3 \u0623\u062d\u062f\u0627\u062b \u0641\u064a \u0646\u0642\u0627\u0637 \u0627\u0644\u0627\u062e\u062a\u0646\u0627\u0642.",
    "hi": "5 \u0938\u0902\u0917\u094d\u0930\u0939 \u0938\u094d\u0930\u094b\u0924\u094b\u0902 \u0915\u0947 \u0921\u0947\u091f\u093e \u0915\u0947 \u0906\u0927\u093e\u0930 \u092a\u0930 \u0907\u091c\u093c\u0930\u093e\u0907\u0932-\u092b\u093f\u0932\u093f\u0938\u094d\u0924\u0940\u0928 \u0938\u0902\u0918\u0930\u094d\u0937 \u0915\u093e \u0935\u093f\u0936\u094d\u0932\u0947\u0937\u0923\u0964 \u0935\u0930\u094d\u0924\u092e\u093e\u0928 \u091c\u094b\u0916\u093f\u092e \u092e\u0942\u0932\u094d\u092f\u093e\u0902\u0915\u0928: \u092e\u0927\u094d\u092f\u092e.\n\n\u0938\u092e\u093e\u091a\u093e\u0930 \u0915\u0935\u0930\u0947\u091c: \u091c\u0940\u0921\u0940\u0908\u090f\u0932\u091f\u0940, \u0906\u0930\u090f\u0938\u090f\u0938 \u092b\u093c\u0940\u0921 \u0914\u0930 \u0928\u094d\u092f\u0942\u091c\u090f\u092a\u0940\u0906\u0908 \u0938\u0947 56 \u0932\u0947\u0916 \u090f\u0915\u0924\u094d\u0930 \u0915\u093f\u090f \u0917\u090f\u0964\n\nNASA FIRMS \u0928\u0947 12 \u0925\u0930\u094d\u092e\u0932 \u0939\u0949\u091f\u0938\u094d\u092a\u0949\u091f \u0915\u093e \u092a\u0924\u093e \u0932\u0917\u093e\u092f\u093e, \u091c\u093f\u0928\u092e\u0947\u0902 \u0938\u0947 1 \u092a\u094d\u0930\u092e\u0941\u0916 \u0930\u0923\u0928\u0940\u0924\u093f\u0915 \u0938\u094d\u0925\u093e\u0928\u094b\u0902 \u0915\u0947 \u092a\u093e\u0938 \u0939\u0948\u0964\n\nOSINT: 594 GDELT GKG \u0930\u093f\u0915\u0949\u0930\u094d\u0921, 174 \u0938\u0948\u0928\u094d\u092f \u0906\u0902\u0926\u094b\u0932\u0928 \u0918\u091f\u0928\u093e\u090f\u0901\u0964 \u0914\u0938\u0924 \u092e\u0940\u0921\u093f\u092f\u093e \u091f\u094b\u0928: -4.47. \u0936\u0940\u0930\u094d\u0937 \u0938\u0902\u0918\u0930\u094d\u0937 \u0935\u093f\u0937\u092f: \u092f\u0941\u0926\u094d\u0927\u0935\u093f\u0930\u093e\u092e, \u0938\u0948\u0928\u094d\u092f, \u0928\u093e\u0915\u093e\u092c\u0902\u0926\u0940, TAX_TERROR_GROUP, TAX_TERROR_GROUP_HEZBOLLAH\u0964\n\n\u0938\u092e\u0941\u0926\u094d\u0930\u0940 \u0916\u0941\u092b\u093f\u092f\u093e \u091c\u093e\u0928\u0915\u093e\u0930\u0940: 24 \u0918\u091f\u0928\u093e\u090f\u0901 - 1 \u0928\u094c\u0938\u0948\u0928\u093f\u0915/\u0938\u0948\u0928\u094d\u092f, 3 \u0936\u093f\u092a\u093f\u0902\u0917 \u0935\u094d\u092f\u0935\u0927\u093e\u0928, 3 \u091a\u094b\u0915\u092a\u0949\u0907\u0902\u091f \u0918\u091f\u0928\u093e\u090f\u0901\u0964",
    "ml": "5 \u0d36\u0d47\u0d16\u0d30\u0d23 \u0d09\u0d31\u0d35\u0d3f\u0d1f\u0d19\u0d4d\u0d19\u0d33\u0d3f\u0d7d \u0d28\u0d3f\u0d28\u0d4d\u0d28\u0d41\u0d33\u0d4d\u0d33 \u0d21\u0d3e\u0d31\u0d4d\u0d31\u0d2f\u0d46 \u0d05\u0d1f\u0d3f\u0d38\u0d4d\u0d25\u0d3e\u0d28\u0d2e\u0d3e\u0d15\u0d4d\u0d15\u0d3f\u0d2f\u0d41\u0d33\u0d4d\u0d33 \u0d07\u0d38\u0d4d\u0d30\u0d3e\u0d2f\u0d47\u0d7d-\u0d2a\u0d3e\u0d32\u0d38\u0d4d\u0d24\u0d40\u0d7b \u0d38\u0d02\u0d18\u0d7c\u0d37\u0d24\u0d4d\u0d24\u0d3f\u0d7b\u0d4d\u0d31\u0d46 \u0d35\u0d3f\u0d36\u0d15\u0d32\u0d28\u0d02. \u0d28\u0d3f\u0d32\u0d35\u0d3f\u0d32\u0d46 \u0d05\u0d2a\u0d15\u0d1f\u0d38\u0d3e\u0d27\u0d4d\u0d2f\u0d24 \u0d35\u0d3f\u0d32\u0d2f\u0d3f\u0d30\u0d41\u0d24\u0d4d\u0d24\u0d7d: \u0d2e\u0d4b\u0d21\u0d31\u0d47\u0d31\u0d4d\u0d31\u0d4d.\n\n\u0d35\u0d3e\u0d7c\u0d24\u0d4d\u0d24\u0d3e \u0d15\u0d35\u0d31\u0d47\u0d1c\u0d4d: GDELT, RSS \u0d2b\u0d40\u0d21\u0d41\u0d15\u0d7e, NewsAPI \u0d0e\u0d28\u0d4d\u0d28\u0d3f\u0d35\u0d2f\u0d3f\u0d7d \u0d28\u0d3f\u0d28\u0d4d\u0d28\u0d4d \u0d36\u0d47\u0d16\u0d30\u0d3f\u0d1a\u0d4d\u0d1a 56 \u0d32\u0d47\u0d16\u0d28\u0d19\u0d4d\u0d19\u0d7e.\n\n\u0d28\u0d3e\u0d38 FIRMS 12 \u0d24\u0d46\u0d7c\u0d2e\u0d7d \u0d39\u0d4b\u0d1f\u0d4d\u0d1f\u0d4d\u200c\u0d38\u0d4d\u200c\u0d2a\u0d4b\u0d1f\u0d4d\u0d1f\u0d41\u0d15\u0d7e \u0d15\u0d23\u0d4d\u0d1f\u0d46\u0d24\u0d4d\u0d24\u0d3f, 1 \u0d2a\u0d4d\u0d30\u0d27\u0d3e\u0d28 \u0d24\u0d28\u0d4d\u0d24\u0d4d\u0d30\u0d2a\u0d4d\u0d30\u0d27\u0d3e\u0d28 \u0d38\u0d4d\u0d25\u0d32\u0d19\u0d4d\u0d19\u0d7e\u0d15\u0d4d\u0d15\u0d4d \u0d38\u0d2e\u0d40\u0d2a\u0d02.\n\nOSINT: 594 GDELT GKG \u0d31\u0d46\u0d15\u0d4d\u0d15\u0d4b\u0d7c\u0d21\u0d41\u0d15\u0d7e, 174 \u0d38\u0d48\u0d28\u0d3f\u0d15 \u0d28\u0d40\u0d15\u0d4d\u0d15\u0d19\u0d4d\u0d19\u0d7e. \u0d36\u0d30\u0d3e\u0d36\u0d30\u0d3f \u0d2e\u0d40\u0d21\u0d3f\u0d2f \u0d1f\u0d4b\u0d7a: -4.47. \u0d2a\u0d4d\u0d30\u0d27\u0d3e\u0d28 \u0d35\u0d48\u0d30\u0d41\u0d26\u0d4d\u0d27\u0d4d\u0d2f \u0d24\u0d40\u0d2e\u0d41\u0d15\u0d7e: CEASEFIRE, MILITARY, BLOCKADE, TAX_TERROR_GROUP, TAX_TERROR_GROUP_HEZBOLLAH.\n\n\u0d2e\u0d3e\u0d30\u0d3f\u0d1f\u0d48\u0d02 \u0d07\u0d7b\u0d4d\u0d31\u0d32\u0d3f\u0d1c\u0d7b\u0d38\u0d4d: 24 \u0d07\u0d35\u0d7b\u0d4d\u0d31\u0d41\u0d15\u0d7e \u2014 1 \u0d28\u0d3e\u0d35\u0d3f\u0d15/\u0d38\u0d48\u0d28\u0d3f\u0d15, 3 \u0d37\u0d3f\u0d2a\u0d4d\u0d2a\u0d3f\u0d02\u0d17\u0d4d \u0d24\u0d1f\u0d38\u0d4d\u0d38\u0d19\u0d4d\u0d19\u0d7e, 3 \u0d1a\u0d4b\u0d15\u0d4d\u0d15\u0d4d\u0d2a\u0d4b\u0d2f\u0d3f\u0d7b\u0d4d\u0d31\u0d4d \u0d07\u0d35\u0d7b\u0d4d\u0d31\u0d41\u0d15\u0d7e.",
    "es": "An\u00e1lisis del conflicto Israel-Palestina basado en datos de 5 fuentes de recopilaci\u00f3n. Evaluaci\u00f3n de riesgos actual: MODERADO.\n\nCobertura de noticias: 56 art\u00edculos recopilados de GDELT, canales RSS y NewsAPI.\n\nNASA FIRMS detect\u00f3 12 puntos t\u00e9rmicos, 1 cerca de ubicaciones estrat\u00e9gicas clave.\n\nOSINT: 594 registros GDELT GKG, 174 eventos de movimientos militares. Tono medi\u00e1tico medio: -4,47. Principales temas de conflicto: ALTO EL FUEGO, MILITAR, BLOQUEO, TAX_TERROR_GROUP, TAX_TERROR_GROUP_HEZBOLLAH.\n\nInteligencia mar\u00edtima: 24 eventos: 1 naval/militar, 3 interrupciones en el transporte mar\u00edtimo, 3 eventos en puntos de estrangulamiento.",
    "fr": "Analyse du conflit isra\u00e9lo-palestinien bas\u00e9e sur les donn\u00e9es de 5 sources de collecte. \u00c9valuation actuelle des risques\u00a0: MOD\u00c9R\u00c9.\n\nCouverture de l'actualit\u00e9\u00a0: 56 articles collect\u00e9s \u00e0 partir de GDELT, de flux RSS et de NewsAPI.\n\nNASA FIRMS a d\u00e9tect\u00e9 12 points chauds thermiques, dont 1 \u00e0 proximit\u00e9 d'emplacements strat\u00e9giques cl\u00e9s.\n\nOSINT\u00a0: 594 enregistrements GDELT GKG, 174 \u00e9v\u00e9nements de mouvements militaires. Tonalit\u00e9 m\u00e9diatique moyenne : -4,47. Principaux th\u00e8mes de conflit\u00a0: CEASEFIRE, MILITARY, BLOCKADE, TAX_TERROR_GROUP, TAX_TERROR_GROUP_HEZBOLLAH.\n\nRenseignement maritime\u00a0: 24 \u00e9v\u00e9nements\u00a0\u2013 1 naval/militaire, 3 perturbations de navigation, 3 \u00e9v\u00e9nements de goulet d'\u00e9tranglement."
  }
}