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     "A missing archive, publication date or content hash is shown as null rather than inferred.",
     "The project-level evidence grade ranks the strongest source in the entry; it is not a truth score for every claim."
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      "text": "TomTom's 2025 index put Bengaluru second in the world for congestion at 74.4%, with peak traffic averaging 16.6 km/h and 168 hours lost per commuter a year",
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      "text": "in the year the system entered full operation Bengaluru ranked second in the world for congestion, at 16.6 km/h in the peak",
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      "supportNote": "The system moved into full operations in April 2025; the TomTom index for 2025 ranks Bengaluru second in the world, at an average peak speed of 16.6 km/h.",
      "caveat": "The two facts sit in the same year; neither source tests one against the other, and no causal claim is made here.",
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      "text": "at several junctions the new signals jumped from green to red with no amber phase",
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      "supportNote": "Local daily, 8 September 2025: Bengaluru's AI traffic signals cut out amber, with traffic experts noting the yellow light should ideally stay for six seconds before turning red.",
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      "title": "PTI via ThePrint — Bengaluru police unveil adaptive traffic control system (9 Oct 2024)",
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       "value": "Launch report, read in full 2026-08-27 through a text-extraction proxy (theprint.in serves a stub to direct clients); the proxy reports 2024-10-09. 'The BATCS project, initiated in May 2024, includes the upgradation of 136 existing junctions and the installation of 29 new ones, covering a total of 165 traffic signals', running C-DAC's CoSiCoSt software with Arcadis IBI Group as integrator and a stated intention to expand to 400 more junctions after January 2025.",
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      "title": "PTI via The Week — Karnataka cabinet decisions, 25 September 2025",
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       "value": "Cabinet approval for adaptive signals at 110 further Bengaluru junctions at 56.45 crore rupees from the state road safety fund.",
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      "title": "Indian Infrastructure — Case study of the Bengaluru Adaptive Traffic Control System (6 Apr 2026)",
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      "title": "Down To Earth — Bengaluru among the world's slowest cities (27 Jan 2026)",
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       "value": "Independent counterweight from the TomTom Traffic Index 2025: Bengaluru second most congested in the world, average congestion level 74.4%, 15 minutes to travel 4.2 km at peak, average speed 16.6 km/h, 168 hours lost per commuter a year.",
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      "title": "Deccan Herald — City’s AI traffic signals cut out amber (9 Sep 2025)",
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       "value": "Read in full 2026-08-27 through a text-extraction proxy (deccanherald.com returns HTTP 403 to direct clients). 'Bengaluru's AI-enabled traffic signals are skipping the amber light and switching directly from green to red, leaving riders little time to slow down.' The publisher's own timestamp is 2025-09-09 01:14 IST; the date recorded here follows the publisher's local day.",
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      "title": "Deccan Herald — cabinet clears adaptive signals at 110 junctions (25 Sep 2025)",
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     "Existing source notes are descriptive locators, not page- or paragraph-exact citations.",
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     "The project-level evidence grade ranks the strongest source in the entry; it is not a truth score for every claim."
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 ]
}
