chore: add updated results in json format; output of inference.py
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[
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{
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"id": "PUB-01",
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"query": "We are a small enterprise manufacturing 33 Grade Ordinary Portland Cement. Which BIS standard covers the chemical and physical requirements for our product?",
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"retrieved_standards": [
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"IS 8112: 1989",
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"IS 269: 1989",
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"IS 8043: 1991",
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"IS 12269: 1987",
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"IS 8042: 1989"
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],
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"details": [
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{
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"standard_id": "IS 8112: 1989",
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"title": "43 Grade Ordinary Portland Cement",
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"category": "Cement and Concrete",
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"score": 1.5662,
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"matched_section": "Scope"
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},
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{
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"standard_id": "IS 269: 1989",
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"title": "Ordinary Portland Cement, 33 Grade",
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"category": "Cement and Concrete",
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"score": 1.3095,
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"matched_section": "Scope"
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},
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{
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"standard_id": "IS 8043: 1991",
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"title": "Hydrophobic Portland Cement",
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"category": "Cement and Concrete",
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"score": 1.215,
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"matched_section": "Chemical Requirements"
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},
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{
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"standard_id": "IS 12269: 1987",
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"title": "53 Grade Ordinary Portland Cement",
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"category": "Cement and Concrete",
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"score": 1.0738,
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"matched_section": "Delivery"
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},
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{
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"standard_id": "IS 8042: 1989",
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"title": "White Portland Cement",
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"category": "Cement and Concrete",
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"score": 0.9815,
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"matched_section": "Degree Of Whiteness"
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}
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],
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"latency_seconds": 0.0221,
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"expected_standards": [
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"IS 269: 1989"
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]
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},
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{
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"id": "PUB-02",
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"query": "I need to comply with the regulations for coarse and fine aggregates derived from natural sources intended for use in structural concrete.",
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"retrieved_standards": [
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"IS 383: 1970",
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"IS 2686: 1977",
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"IS 9142: 1979",
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"IS 3068: 1986",
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"IS 6579: 1981"
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],
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"details": [
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{
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"standard_id": "IS 383: 1970",
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"title": "Coarse And Fine Aggregates From Natural Sources For Concrete",
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"category": "Cement and Concrete",
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"score": 1.319,
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"matched_section": "Scope"
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},
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{
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"standard_id": "IS 2686: 1977",
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"title": "Cinder As Fine Aggregates For Use In Lime Concrete",
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"category": "Cement and Concrete",
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"score": 1.1269,
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"matched_section": "Scope"
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},
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{
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"standard_id": "IS 9142: 1979",
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"title": "Artificial Lightweight Aggregates For Concrete Masonry Units",
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"category": "Cement and Concrete",
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"score": 1.0584,
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"matched_section": "Scope"
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},
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{
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"standard_id": "IS 3068: 1986",
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"title": "Broken Brick (Burnt Clay) Coarse Aggregate For Use In Lime Concrete",
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"category": "Building Limes",
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"score": 0.9841,
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"matched_section": "General"
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},
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{
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"standard_id": "IS 6579: 1981",
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"title": "Coarse Aggregate For Water Bound Macadam",
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"category": "Stones",
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"score": 0.4609,
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"matched_section": "Scope"
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}
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],
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"latency_seconds": 0.0202,
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"expected_standards": [
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"IS 383: 1970"
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]
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},
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{
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"id": "PUB-03",
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"query": "What is the official specification for manufacturing precast concrete pipes, both with and without reinforcement, for water mains?",
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"retrieved_standards": [
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"IS 458: 2003",
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"IS 12709: 1994",
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"IS 14143: 1994",
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"IS 13990: 1994",
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"IS 14201: 1994"
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],
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"details": [
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{
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"standard_id": "IS 458: 2003",
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"title": "Precast Concrete Pipes (With And",
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"category": "Cement and Concrete",
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"score": 1.5,
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"matched_section": "Scope"
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},
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{
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"standard_id": "IS 12709: 1994",
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"title": "Glass Fibre Reinforced Plastics (Grp) Pipes, Joints And Fittings For Use For Potable Water Supply",
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"category": "Sanitary Appliances and Water Fittings",
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"score": 0.5792,
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"matched_section": "Workmanship"
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},
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{
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"standard_id": "IS 14143: 1994",
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"title": "Prefabricated Brick Panel And Partially Precast Concrete Joist For Flooring And Roofing",
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"category": "Cement and Concrete",
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"score": 0.5219,
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"matched_section": "Tests"
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},
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{
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"standard_id": "IS 13990: 1994",
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"title": "Precast Reinforced Concrete Planks And Joists For Roofing And Flooring",
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"category": "Cement and Concrete",
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"score": 0.5132,
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"matched_section": "Tests"
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},
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{
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"standard_id": "IS 14201: 1994",
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"title": "Precast Reinforced Concrete Channel Units For Construction Of Floors And Roofs",
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"category": "Cement and Concrete",
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"score": 0.4941,
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"matched_section": "Tests"
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}
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],
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"latency_seconds": 0.0176,
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"expected_standards": [
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"IS 458: 2003"
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]
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},
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{
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"id": "PUB-04",
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"query": "Our company is shifting to manufacturing hollow and solid lightweight concrete masonry blocks. What standard outlines the dimensions and physical requirements?",
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"retrieved_standards": [
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"IS 2185 (Part 1): 1979",
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"IS 2185 (Part 2): 1983",
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"IS 12440: 1988",
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"IS 9142: 1979",
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"IS 2849: 1983"
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],
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"details": [
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||||||
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{
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||||||
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"standard_id": "IS 2185 (Part 1): 1979",
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"title": "Concrete Masonry Units",
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"category": "Cement and Concrete",
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"score": 1.5,
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"matched_section": "Scope"
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},
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{
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"standard_id": "IS 2185 (Part 2): 1983",
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"title": "Concrete Masonry Units",
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"category": "Cement and Concrete",
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"score": 1.0607,
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"matched_section": "Scope"
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},
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{
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"standard_id": "IS 12440: 1988",
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"title": "Precast Concrete Stone Masonry Blocks",
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"category": "Cement and Concrete",
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"score": 0.7082,
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"matched_section": "Classification"
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},
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{
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||||||
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"standard_id": "IS 9142: 1979",
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||||||
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"title": "Artificial Lightweight Aggregates For Concrete Masonry Units",
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||||||
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"category": "Cement and Concrete",
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||||||
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"score": 0.5147,
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||||||
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"matched_section": "Scope"
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},
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{
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"standard_id": "IS 2849: 1983",
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"title": "Non-Load Bearing Gypsum Partition Blocks (Solid And Hollow Types)",
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"category": "Gypsum Building Materials",
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"score": 0.4927,
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"matched_section": "Scope"
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}
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],
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"latency_seconds": 0.0194,
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||||||
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"expected_standards": [
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||||||
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"IS 2185 (Part 2): 1983"
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]
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},
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{
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"id": "PUB-05",
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"query": "Looking for the standard detailing corrugated and semi-corrugated asbestos cement sheets used for roofing and cladding.",
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"retrieved_standards": [
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||||||
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"IS 13008: 1990",
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||||||
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"IS 13000: 1990",
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||||||
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"IS 459: 1992",
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||||||
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"IS 14241: 1995",
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||||||
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"IS 1626 (Part 2): 1994"
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||||||
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],
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"details": [
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||||||
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{
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||||||
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"standard_id": "IS 13008: 1990",
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||||||
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"title": "Shallow Corrugated Asbestos Cement Sheets",
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||||||
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"category": "Cement and Concrete",
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||||||
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"score": 1.4082,
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||||||
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"matched_section": "Finish"
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||||||
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},
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||||||
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{
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||||||
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"standard_id": "IS 13000: 1990",
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||||||
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"title": "Silica Asbestos - Cement Flat Sheets",
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||||||
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"category": "Cement and Concrete",
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||||||
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"score": 1.3157,
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||||||
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"matched_section": "Tests"
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||||||
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},
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||||||
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{
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||||||
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"standard_id": "IS 459: 1992",
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||||||
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"title": "Corrugated And Semi-Corrugated Asbestos Cement Sheets",
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||||||
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"category": "Cement and Concrete",
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||||||
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"score": 1.2303,
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||||||
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"matched_section": "Scope"
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||||||
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},
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||||||
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{
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||||||
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"standard_id": "IS 14241: 1995",
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||||||
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"title": "Precast Reinforced Concrete L–Panel For Roofing",
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||||||
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"category": "Cement and Concrete",
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||||||
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"score": 1.0496,
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||||||
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"matched_section": "Scope"
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||||||
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},
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||||||
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{
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||||||
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"standard_id": "IS 1626 (Part 2): 1994",
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||||||
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"title": "Asbestos Cement Building Pipes And Pipe Fittings, Gutters And Gutter Fittings And Roof Fittings",
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||||||
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"category": "Cement and Concrete",
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||||||
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"score": 1.0191,
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||||||
|
"matched_section": "Scope"
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||||||
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}
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||||||
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],
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||||||
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"latency_seconds": 0.0184,
|
||||||
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"expected_standards": [
|
||||||
|
"IS 459: 1992"
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||||||
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]
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||||||
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},
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{
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"id": "PUB-06",
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"query": "What is the Indian Standard covering the manufacture, chemical, and physical requirements for Portland slag cement?",
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"retrieved_standards": [
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||||||
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"IS 455: 1989",
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||||||
|
"IS 8112: 1989",
|
||||||
|
"IS 8043: 1991",
|
||||||
|
"IS 8042: 1989",
|
||||||
|
"IS 1489 (Part 1): 1991"
|
||||||
|
],
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||||||
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"details": [
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||||||
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{
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||||||
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"standard_id": "IS 455: 1989",
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||||||
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"title": "Portland Slag Cement",
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||||||
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"category": "Cement and Concrete",
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||||||
|
"score": 1.55,
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||||||
|
"matched_section": "Delivery"
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||||||
|
},
|
||||||
|
{
|
||||||
|
"standard_id": "IS 8112: 1989",
|
||||||
|
"title": "43 Grade Ordinary Portland Cement",
|
||||||
|
"category": "Cement and Concrete",
|
||||||
|
"score": 0.9617,
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||||||
|
"matched_section": "Scope"
|
||||||
|
},
|
||||||
|
{
|
||||||
|
"standard_id": "IS 8043: 1991",
|
||||||
|
"title": "Hydrophobic Portland Cement",
|
||||||
|
"category": "Cement and Concrete",
|
||||||
|
"score": 0.9057,
|
||||||
|
"matched_section": "Chemical Requirements"
|
||||||
|
},
|
||||||
|
{
|
||||||
|
"standard_id": "IS 8042: 1989",
|
||||||
|
"title": "White Portland Cement",
|
||||||
|
"category": "Cement and Concrete",
|
||||||
|
"score": 0.8542,
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||||||
|
"matched_section": "Degree Of Whiteness"
|
||||||
|
},
|
||||||
|
{
|
||||||
|
"standard_id": "IS 1489 (Part 1): 1991",
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||||||
|
"title": "Portland Pozzolana Cement",
|
||||||
|
"category": "Cement and Concrete",
|
||||||
|
"score": 0.7186,
|
||||||
|
"matched_section": "Scope"
|
||||||
|
}
|
||||||
|
],
|
||||||
|
"latency_seconds": 0.0175,
|
||||||
|
"expected_standards": [
|
||||||
|
"IS 455: 1989"
|
||||||
|
]
|
||||||
|
},
|
||||||
|
{
|
||||||
|
"id": "PUB-07",
|
||||||
|
"query": "We are setting up a plant to produce Portland pozzolana cement that is calcined clay based. What is the applicable standard?",
|
||||||
|
"retrieved_standards": [
|
||||||
|
"IS 1489 (Part 2): 1991",
|
||||||
|
"IS 1489 (Part 1): 1991",
|
||||||
|
"IS 8112: 1989",
|
||||||
|
"IS 269: 1989",
|
||||||
|
"IS 8041: 1990"
|
||||||
|
],
|
||||||
|
"details": [
|
||||||
|
{
|
||||||
|
"standard_id": "IS 1489 (Part 2): 1991",
|
||||||
|
"title": "Portland Pozzolana Cement",
|
||||||
|
"category": "Cement and Concrete",
|
||||||
|
"score": 1.4985,
|
||||||
|
"matched_section": "Chemical Requirements"
|
||||||
|
},
|
||||||
|
{
|
||||||
|
"standard_id": "IS 1489 (Part 1): 1991",
|
||||||
|
"title": "Portland Pozzolana Cement",
|
||||||
|
"category": "Cement and Concrete",
|
||||||
|
"score": 1.4086,
|
||||||
|
"matched_section": "Chemical Requirements"
|
||||||
|
},
|
||||||
|
{
|
||||||
|
"standard_id": "IS 8112: 1989",
|
||||||
|
"title": "43 Grade Ordinary Portland Cement",
|
||||||
|
"category": "Cement and Concrete",
|
||||||
|
"score": 0.5554,
|
||||||
|
"matched_section": "Scope"
|
||||||
|
},
|
||||||
|
{
|
||||||
|
"standard_id": "IS 269: 1989",
|
||||||
|
"title": "Ordinary Portland Cement, 33 Grade",
|
||||||
|
"category": "Cement and Concrete",
|
||||||
|
"score": 0.5504,
|
||||||
|
"matched_section": "Delivery"
|
||||||
|
},
|
||||||
|
{
|
||||||
|
"standard_id": "IS 8041: 1990",
|
||||||
|
"title": "Rapid Hardening Portland Cement",
|
||||||
|
"category": "Cement and Concrete",
|
||||||
|
"score": 0.5152,
|
||||||
|
"matched_section": "Physical Requirements"
|
||||||
|
}
|
||||||
|
],
|
||||||
|
"latency_seconds": 0.0188,
|
||||||
|
"expected_standards": [
|
||||||
|
"IS 1489 (Part 2): 1991"
|
||||||
|
]
|
||||||
|
},
|
||||||
|
{
|
||||||
|
"id": "PUB-08",
|
||||||
|
"query": "Which standard applies to masonry cement used for general purposes where mortars for masonry are required, but not intended for structural concrete?",
|
||||||
|
"retrieved_standards": [
|
||||||
|
"IS 1489 (Part 2): 1991",
|
||||||
|
"IS 3466: 1988",
|
||||||
|
"IS 2185 (Part 1): 1979",
|
||||||
|
"IS 2185 (Part 3): 1984",
|
||||||
|
"IS 2185 (Part 2): 1983"
|
||||||
|
],
|
||||||
|
"details": [
|
||||||
|
{
|
||||||
|
"standard_id": "IS 1489 (Part 2): 1991",
|
||||||
|
"title": "Portland Pozzolana Cement",
|
||||||
|
"category": "Cement and Concrete",
|
||||||
|
"score": 1.1,
|
||||||
|
"matched_section": "Scope"
|
||||||
|
},
|
||||||
|
{
|
||||||
|
"standard_id": "IS 3466: 1988",
|
||||||
|
"title": "Masonry Cement",
|
||||||
|
"category": "Cement and Concrete",
|
||||||
|
"score": 0.722,
|
||||||
|
"matched_section": "Scope"
|
||||||
|
},
|
||||||
|
{
|
||||||
|
"standard_id": "IS 2185 (Part 1): 1979",
|
||||||
|
"title": "Concrete Masonry Units",
|
||||||
|
"category": "Cement and Concrete",
|
||||||
|
"score": 0.6658,
|
||||||
|
"matched_section": "Scope"
|
||||||
|
},
|
||||||
|
{
|
||||||
|
"standard_id": "IS 2185 (Part 3): 1984",
|
||||||
|
"title": "Concrete Masonry Units",
|
||||||
|
"category": "Cement and Concrete",
|
||||||
|
"score": 0.6417,
|
||||||
|
"matched_section": "Scope"
|
||||||
|
},
|
||||||
|
{
|
||||||
|
"standard_id": "IS 2185 (Part 2): 1983",
|
||||||
|
"title": "Concrete Masonry Units",
|
||||||
|
"category": "Cement and Concrete",
|
||||||
|
"score": 0.6017,
|
||||||
|
"matched_section": "Classification"
|
||||||
|
}
|
||||||
|
],
|
||||||
|
"latency_seconds": 0.0197,
|
||||||
|
"expected_standards": [
|
||||||
|
"IS 3466: 1988"
|
||||||
|
]
|
||||||
|
},
|
||||||
|
{
|
||||||
|
"id": "PUB-09",
|
||||||
|
"query": "Looking for the standard that details the composition, manufacture, and testing of supersulphated cement, particularly for marine works or aggressive water conditions.",
|
||||||
|
"retrieved_standards": [
|
||||||
|
"IS 6909: 1990",
|
||||||
|
"IS 6452: 1989",
|
||||||
|
"IS 12269: 1987",
|
||||||
|
"IS 13114: 1991",
|
||||||
|
"IS 778: 1984"
|
||||||
|
],
|
||||||
|
"details": [
|
||||||
|
{
|
||||||
|
"standard_id": "IS 6909: 1990",
|
||||||
|
"title": "Supersulphated Cement",
|
||||||
|
"category": "Cement and Concrete",
|
||||||
|
"score": 1.05,
|
||||||
|
"matched_section": "Chemical Requirements"
|
||||||
|
},
|
||||||
|
{
|
||||||
|
"standard_id": "IS 6452: 1989",
|
||||||
|
"title": "High Alumina Cement For Structural Use",
|
||||||
|
"category": "Cement and Concrete",
|
||||||
|
"score": 1.0179,
|
||||||
|
"matched_section": "Applications"
|
||||||
|
},
|
||||||
|
{
|
||||||
|
"standard_id": "IS 12269: 1987",
|
||||||
|
"title": "53 Grade Ordinary Portland Cement",
|
||||||
|
"category": "Cement and Concrete",
|
||||||
|
"score": 0.5367,
|
||||||
|
"matched_section": "Scope"
|
||||||
|
},
|
||||||
|
{
|
||||||
|
"standard_id": "IS 13114: 1991",
|
||||||
|
"title": "Forged Brass Gate, Globe And Check Valves For Water Works Purposes",
|
||||||
|
"category": "Building Limes",
|
||||||
|
"score": 0.4346,
|
||||||
|
"matched_section": "Dimensions And Tolerances"
|
||||||
|
},
|
||||||
|
{
|
||||||
|
"standard_id": "IS 778: 1984",
|
||||||
|
"title": "Copper Alloy Gate, Globe And Check Valves For Water Works Purposes",
|
||||||
|
"category": "Building Limes",
|
||||||
|
"score": 0.4274,
|
||||||
|
"matched_section": "Design And Manufacture"
|
||||||
|
}
|
||||||
|
],
|
||||||
|
"latency_seconds": 0.0183,
|
||||||
|
"expected_standards": [
|
||||||
|
"IS 6909: 1990"
|
||||||
|
]
|
||||||
|
},
|
||||||
|
{
|
||||||
|
"id": "PUB-10",
|
||||||
|
"query": "Our company manufactures White Portland cement for architectural and decorative purposes. Which standard governs its physical and chemical requirements?",
|
||||||
|
"retrieved_standards": [
|
||||||
|
"IS 8042: 1989",
|
||||||
|
"IS 8112: 1989",
|
||||||
|
"IS 8043: 1991",
|
||||||
|
"IS 455: 1989",
|
||||||
|
"IS 1489 (Part 1): 1991"
|
||||||
|
],
|
||||||
|
"details": [
|
||||||
|
{
|
||||||
|
"standard_id": "IS 8042: 1989",
|
||||||
|
"title": "White Portland Cement",
|
||||||
|
"category": "Cement and Concrete",
|
||||||
|
"score": 1.3082,
|
||||||
|
"matched_section": "Degree Of Whiteness"
|
||||||
|
},
|
||||||
|
{
|
||||||
|
"standard_id": "IS 8112: 1989",
|
||||||
|
"title": "43 Grade Ordinary Portland Cement",
|
||||||
|
"category": "Cement and Concrete",
|
||||||
|
"score": 1.1737,
|
||||||
|
"matched_section": "Scope"
|
||||||
|
},
|
||||||
|
{
|
||||||
|
"standard_id": "IS 8043: 1991",
|
||||||
|
"title": "Hydrophobic Portland Cement",
|
||||||
|
"category": "Cement and Concrete",
|
||||||
|
"score": 0.9227,
|
||||||
|
"matched_section": "Scope"
|
||||||
|
},
|
||||||
|
{
|
||||||
|
"standard_id": "IS 455: 1989",
|
||||||
|
"title": "Portland Slag Cement",
|
||||||
|
"category": "Cement and Concrete",
|
||||||
|
"score": 0.7604,
|
||||||
|
"matched_section": "Delivery"
|
||||||
|
},
|
||||||
|
{
|
||||||
|
"standard_id": "IS 1489 (Part 1): 1991",
|
||||||
|
"title": "Portland Pozzolana Cement",
|
||||||
|
"category": "Cement and Concrete",
|
||||||
|
"score": 0.7296,
|
||||||
|
"matched_section": "Delivery"
|
||||||
|
}
|
||||||
|
],
|
||||||
|
"latency_seconds": 0.0197,
|
||||||
|
"expected_standards": [
|
||||||
|
"IS 8042: 1989"
|
||||||
|
]
|
||||||
|
}
|
||||||
|
]
|
||||||
Reference in New Issue
Block a user