{"query_echo":{"q":"","filters":{"geography":["North-West Frontier"]},"warnings":[{"code":"facet_value_not_in_vocabulary","message":"Value 'North-West Frontier' for facet 'geography' is not in the controlled vocabulary."}]},"total":{"value":1,"relation":"eq"},"page":1,"page_size":20,"self":"https://climateinsightsdirectory.org/api/v1/search?geography=North-West+Frontier","stability":"beta","ai_marking":{"digital_source_type":{"uri":"http://cv.iptc.org/newscodes/digitalsourcetype/trainedAlgorithmicMedia","name":"Created using Generative AI"},"notice":"Summary and key insights are generated using artificial intelligence."},"results":[{"id":"prio-001528","url":"https://climateinsightsdirectory.org/document/prio-001528","title":"Logistics of Small Wars in British India: 1840s-1913","publisher":{"name":"Peace Research Institute Oslo","organization":"peace-research-institute-oslo"},"document_type":"research paper","language":"en","date_published":null,"source_url":"https://cdn.cloud.prio.org/files/85e00db2-d819-4170-9219-03f59e9cf108/Logistics of Small Wars.pdf?inline=true","generator":"Climate Insights Directory","generated_fields":["summary","key_insights","geography_discussed","analysis_type"],"summary":{"text":"The document examines the hybrid logistical system developed by the British-Indian Army to conduct pacification campaigns in difficult terrains. It focuses on four key themes: the use of non-combatant manpower (coolies), the construction of strategic roads, the utilization of rivers and boats, and the deployment of various animals for transport. The author argues that the British integrated indigenous resources with imported management techniques to project power, creating a 'geo-bio power' framework that allowed them to maintain operational reach where tribal forces lacked logistical infrastructure.","ai_generated":true,"unit":"prio-001528#summary","date_modified":"2026-10-23"},"key_insights":[{"text":"The British-Indian Army employed a hybrid logistical system that combined indigenous resources—such as local coolies, animals, and boats—with imported management tools and technology like steamers to sustain operations in frontier regions.","ai_generated":true,"unit":"prio-001528#insight-1","date_modified":"2026-10-23"},{"text":"Non-combatant manpower, particularly coolies, was essential for transporting food and ammunition in roadless terrains. In some campaigns, such as the Chin-Lushai Expedition (1889-90), the number of non-combatants exceeded the number of combatants in the Chittagong Column.","ai_generated":true,"unit":"prio-001528#insight-2","date_modified":"2026-10-23"},{"text":"The British strategically selected animals based on the ecology of the frontier: camels and mules were preferred for the dry, rugged North-West Frontier, while elephants were vital for the swampy, jungle terrain of the North-East Frontier.","ai_generated":true,"unit":"prio-001528#insight-3","date_modified":"2026-10-23"},{"text":"Road construction was a primary security strategy after the 1857 Uprising, designed to allow the rapid movement of limited troops to danger zones. These roads were often built during campaigns by sappers, miners, and pioneers, though they required constant cavalry policing to prevent tribal raids.","ai_generated":true,"unit":"prio-001528#insight-4","date_modified":"2026-10-23"},{"text":"Waterways were critical for logistics in North-East India, where the British used a mix of government steamers and hired native country boats (such as the 50-foot long khel nao) to move men and stores more cheaply and quickly than land transport.","ai_generated":true,"unit":"prio-001528#insight-5","date_modified":"2026-10-23"},{"text":"A significant logistical advantage for the British-Indian Army over tribal warbands was the ability to remain in the field for longer periods; while some tribes like the Abors could not stay in the field for more than 7 days, British logistics enabled operations for at least 15 to 20 days.","ai_generated":true,"unit":"prio-001528#insight-6","date_modified":"2026-10-23"}],"climate_tags":[],"geography_discussed":["Afghanistan","Myanmar","Punjab","Assam","Manipur"],"frame_perspective":[],"analysis_type":["historical analysis"]}]}