[
  {
    "id": "PUB-01",
    "query": "We are a small enterprise manufacturing 33 Grade Ordinary Portland Cement. Which BIS standard covers the chemical and physical requirements for our product?",
    "retrieved_standards": [
      "IS 269: 1989",
      "IS 12269: 1987",
      "IS 8112: 1989",
      "IS 8042: 1989",
      "IS 1489 (Part 1): 1991"
    ],
    "details": [
      {
        "standard_id": "IS 269: 1989",
        "title": "Ordinary Portland Cement, 33 Grade",
        "category": "Cement and Concrete",
        "score": 1.5952,
        "matched_section": "Scope"
      },
      {
        "standard_id": "IS 12269: 1987",
        "title": "53 Grade Ordinary Portland Cement",
        "category": "Cement and Concrete",
        "score": 1.0934,
        "matched_section": "Chemical Requirements"
      },
      {
        "standard_id": "IS 8112: 1989",
        "title": "43 Grade Ordinary Portland Cement",
        "category": "Cement and Concrete",
        "score": 1.0366,
        "matched_section": "Chemical Requirements"
      },
      {
        "standard_id": "IS 8042: 1989",
        "title": "White Portland Cement",
        "category": "Cement and Concrete",
        "score": 0.8674,
        "matched_section": "Degree Of Whiteness"
      },
      {
        "standard_id": "IS 1489 (Part 1): 1991",
        "title": "Portland Pozzolana Cement",
        "category": "Cement and Concrete",
        "score": 0.7017,
        "matched_section": "Chemical Requirements"
      }
    ],
    "latency_seconds": 0.0214,
    "expected_standards": [
      "IS 269: 1989"
    ]
  },
  {
    "id": "PUB-02",
    "query": "I need to comply with the regulations for coarse and fine aggregates derived from natural sources intended for use in structural concrete.",
    "retrieved_standards": [
      "IS 383: 1970",
      "IS 2686: 1977",
      "IS 9142: 1979",
      "IS 3068: 1986",
      "IS 1195: 2002"
    ],
    "details": [
      {
        "standard_id": "IS 383: 1970",
        "title": "Coarse And Fine Aggregates From Natural Sources For Concrete",
        "category": "Cement and Concrete",
        "score": 1.6,
        "matched_section": "Scope"
      },
      {
        "standard_id": "IS 2686: 1977",
        "title": "Cinder As Fine Aggregates For Use In Lime Concrete",
        "category": "Cement and Concrete",
        "score": 0.9147,
        "matched_section": "Scope"
      },
      {
        "standard_id": "IS 9142: 1979",
        "title": "Artificial Lightweight Aggregates For Concrete Masonry Units",
        "category": "Cement and Concrete",
        "score": 0.8372,
        "matched_section": "Scope"
      },
      {
        "standard_id": "IS 3068: 1986",
        "title": "Broken Brick (Burnt Clay) Coarse Aggregate For Use In Lime Concrete",
        "category": "Building Limes",
        "score": 0.8345,
        "matched_section": "General"
      },
      {
        "standard_id": "IS 1195: 2002",
        "title": "Bitumen Mastic For Flooring",
        "category": "Floor, Wall, Roof Coverings and Finishes",
        "score": 0.5438,
        "matched_section": "Grades"
      }
    ],
    "latency_seconds": 0.0209,
    "expected_standards": [
      "IS 383: 1970"
    ]
  },
  {
    "id": "PUB-03",
    "query": "What is the official specification for manufacturing precast concrete pipes, both with and without reinforcement, for water mains?",
    "retrieved_standards": [
      "IS 458: 2003",
      "IS 784: 2001",
      "IS 13990: 1994",
      "IS 9893: 1981",
      "IS 12709: 1994"
    ],
    "details": [
      {
        "standard_id": "IS 458: 2003",
        "title": "Precast Concrete Pipes (With And",
        "category": "Cement and Concrete",
        "score": 1.5,
        "matched_section": "Scope"
      },
      {
        "standard_id": "IS 784: 2001",
        "title": "Prestressed Concrete Pipes",
        "category": "Cement and Concrete",
        "score": 0.6057,
        "matched_section": "Scope"
      },
      {
        "standard_id": "IS 13990: 1994",
        "title": "Precast Reinforced Concrete Planks And Joists For Roofing And Flooring",
        "category": "Cement and Concrete",
        "score": 0.5657,
        "matched_section": "Tests"
      },
      {
        "standard_id": "IS 9893: 1981",
        "title": "Precast Concrete Blocks For Lintels And Sills",
        "category": "Cement and Concrete",
        "score": 0.5297,
        "matched_section": "General"
      },
      {
        "standard_id": "IS 12709: 1994",
        "title": "Glass Fibre Reinforced Plastics (Grp) Pipes, Joints And Fittings For Use For Potable Water Supply",
        "category": "Sanitary Appliances and Water Fittings",
        "score": 0.5012,
        "matched_section": "Workmanship"
      }
    ],
    "latency_seconds": 0.0165,
    "expected_standards": [
      "IS 458: 2003"
    ]
  },
  {
    "id": "PUB-04",
    "query": "Our company is shifting to manufacturing hollow and solid lightweight concrete masonry blocks. What standard outlines the dimensions and physical requirements?",
    "retrieved_standards": [
      "IS 2185 (Part 1): 1979",
      "IS 2185 (Part 2): 1983",
      "IS 12440: 1988",
      "IS 3115: 1992",
      "IS 2185 (Part 3): 1984"
    ],
    "details": [
      {
        "standard_id": "IS 2185 (Part 1): 1979",
        "title": "Concrete Masonry Units (Hollow And Solid Normal Weight)",
        "category": "Cement and Concrete",
        "score": 1.4444,
        "matched_section": "Scope"
      },
      {
        "standard_id": "IS 2185 (Part 2): 1983",
        "title": "Concrete Masonry Units (Hollow And Solid Lightweight)",
        "category": "Cement and Concrete",
        "score": 1.3121,
        "matched_section": "Scope"
      },
      {
        "standard_id": "IS 12440: 1988",
        "title": "Precast Concrete Stone Masonry Blocks",
        "category": "Cement and Concrete",
        "score": 0.9444,
        "matched_section": "Classification"
      },
      {
        "standard_id": "IS 3115: 1992",
        "title": "Lime Based Blocks",
        "category": "Building Limes",
        "score": 0.6509,
        "matched_section": "Scope"
      },
      {
        "standard_id": "IS 2185 (Part 3): 1984",
        "title": "Concrete Masonry Units",
        "category": "Cement and Concrete",
        "score": 0.584,
        "matched_section": "Scope"
      }
    ],
    "latency_seconds": 0.0162,
    "expected_standards": [
      "IS 2185 (Part 2): 1983"
    ]
  },
  {
    "id": "PUB-05",
    "query": "Looking for the standard detailing corrugated and semi-corrugated asbestos cement sheets used for roofing and cladding.",
    "retrieved_standards": [
      "IS 459: 1992",
      "IS 13008: 1990",
      "IS 15476: 2004",
      "IS 1626: 1984",
      "IS 1626 (Part 1): 1994"
    ],
    "details": [
      {
        "standard_id": "IS 459: 1992",
        "title": "Corrugated And Semi-Corrugated Asbestos",
        "category": "Cement and Concrete",
        "score": 1.4797,
        "matched_section": "Scope"
      },
      {
        "standard_id": "IS 13008: 1990",
        "title": "Shallow Corrugated Asbestos",
        "category": "Cement and Concrete",
        "score": 1.3076,
        "matched_section": "Scope"
      },
      {
        "standard_id": "IS 15476: 2004",
        "title": "Bamboo Mat Corrugated Roofing Sheets",
        "category": "Wood Products for Building",
        "score": 0.8487,
        "matched_section": "Scope"
      },
      {
        "standard_id": "IS 1626: 1984",
        "title": "Asbestos Cement Building Pipes And Pipe Fittings, Gutters And Guter Fittings And Roof Fittings",
        "category": "Cement and Concrete",
        "score": 0.7816,
        "matched_section": "General"
      },
      {
        "standard_id": "IS 1626 (Part 1): 1994",
        "title": "Asbestos Cement Building Pipes And Pipe Fittings, Gutters, And Gutter Fittings",
        "category": "Cement and Concrete",
        "score": 0.6673,
        "matched_section": "General"
      }
    ],
    "latency_seconds": 0.0153,
    "expected_standards": [
      "IS 459: 1992"
    ]
  },
  {
    "id": "PUB-06",
    "query": "What is the Indian Standard covering the manufacture, chemical, and physical requirements for Portland slag cement?",
    "retrieved_standards": [
      "IS 455: 1989",
      "IS 12269: 1987",
      "IS 8112: 1989",
      "IS 8042: 1989",
      "IS 1489 (Part 1): 1991"
    ],
    "details": [
      {
        "standard_id": "IS 455: 1989",
        "title": "Portland Slag Cement",
        "category": "Cement and Concrete",
        "score": 1.5119,
        "matched_section": "Delivery"
      },
      {
        "standard_id": "IS 12269: 1987",
        "title": "53 Grade Ordinary Portland Cement",
        "category": "Cement and Concrete",
        "score": 0.8,
        "matched_section": "Chemical Requirements"
      },
      {
        "standard_id": "IS 8112: 1989",
        "title": "43 Grade Ordinary Portland Cement",
        "category": "Cement and Concrete",
        "score": 0.788,
        "matched_section": "Chemical Requirements"
      },
      {
        "standard_id": "IS 8042: 1989",
        "title": "White Portland Cement",
        "category": "Cement and Concrete",
        "score": 0.7747,
        "matched_section": "Degree Of Whiteness"
      },
      {
        "standard_id": "IS 1489 (Part 1): 1991",
        "title": "Portland Pozzolana Cement",
        "category": "Cement and Concrete",
        "score": 0.7129,
        "matched_section": "Scope"
      }
    ],
    "latency_seconds": 0.0147,
    "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 455: 1989",
      "IS 269: 1989",
      "IS 8041: 1990",
      "IS 8112: 1989"
    ],
    "details": [
      {
        "standard_id": "IS 1489 (Part 2): 1991",
        "title": "Portland Pozzolana Cement",
        "category": "Cement and Concrete",
        "score": 3.9032,
        "matched_section": "Chemical Requirements"
      },
      {
        "standard_id": "IS 455: 1989",
        "title": "Portland Slag Cement",
        "category": "Cement and Concrete",
        "score": 0.716,
        "matched_section": "Delivery"
      },
      {
        "standard_id": "IS 269: 1989",
        "title": "Ordinary Portland Cement, 33 Grade",
        "category": "Cement and Concrete",
        "score": 0.4989,
        "matched_section": "Scope"
      },
      {
        "standard_id": "IS 8041: 1990",
        "title": "Rapid Hardening Portland Cement",
        "category": "Cement and Concrete",
        "score": 0.488,
        "matched_section": "Chemical Requirements"
      },
      {
        "standard_id": "IS 8112: 1989",
        "title": "43 Grade Ordinary Portland Cement",
        "category": "Cement and Concrete",
        "score": 0.3611,
        "matched_section": "Chemical Requirements"
      }
    ],
    "latency_seconds": 0.0163,
    "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 3466: 1988",
      "IS 2116: 1980",
      "IS 2185 (Part 3): 1984",
      "IS 9142: 1979",
      "IS 4832 (Part 3): 1968"
    ],
    "details": [
      {
        "standard_id": "IS 3466: 1988",
        "title": "Masonry Cement",
        "category": "Cement and Concrete",
        "score": 1.45,
        "matched_section": "Scope"
      },
      {
        "standard_id": "IS 2116: 1980",
        "title": "Sand For Masonry Mortars",
        "category": "Cement and Concrete",
        "score": 0.5811,
        "matched_section": "General"
      },
      {
        "standard_id": "IS 2185 (Part 3): 1984",
        "title": "Concrete Masonry Units",
        "category": "Cement and Concrete",
        "score": 0.4961,
        "matched_section": "Scope"
      },
      {
        "standard_id": "IS 9142: 1979",
        "title": "Artificial Lightweight Aggregates For Concrete Masonry Units",
        "category": "Cement and Concrete",
        "score": 0.4089,
        "matched_section": "Scope"
      },
      {
        "standard_id": "IS 4832 (Part 3): 1968",
        "title": "Chemical Resistant Mortars",
        "category": "Floor, Wall, Roof Coverings and Finishes",
        "score": 0.3989,
        "matched_section": "Scope"
      }
    ],
    "latency_seconds": 0.0164,
    "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 13114: 1991",
      "IS 6163: 1978",
      "IS 14402: 1996",
      "IS 4984: 1995"
    ],
    "details": [
      {
        "standard_id": "IS 6909: 1990",
        "title": "Supersulphated Cement",
        "category": "Cement and Concrete",
        "score": 0.9,
        "matched_section": "General"
      },
      {
        "standard_id": "IS 13114: 1991",
        "title": "Forged Brass Gate, Globe And Check Valves For Water Works Purposes",
        "category": "Building Limes",
        "score": 0.6,
        "matched_section": "Dimensions And Tolerances"
      },
      {
        "standard_id": "IS 6163: 1978",
        "title": "Centrifugally Cast (Spun) Iron Low Pressure Pipes For Water, Gas And Sewage",
        "category": "Sanitary Appliances and Water Fittings",
        "score": 0.4635,
        "matched_section": "Scope"
      },
      {
        "standard_id": "IS 14402: 1996",
        "title": "Glass Fibre Reinforced Plastics (Grp) Pipes Joint And Fittings For Use For Sewerage, Industrial Waste And Water (Other Than Potable)",
        "category": "Sanitary Appliances and Water Fittings",
        "score": 0.4616,
        "matched_section": "Materials"
      },
      {
        "standard_id": "IS 4984: 1995",
        "title": "High Density Polyethylene Pipes For Water Supply",
        "category": "Sanitary Appliances and Water Fittings",
        "score": 0.4285,
        "matched_section": "Composition"
      }
    ],
    "latency_seconds": 0.0174,
    "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 8041: 1990",
      "IS 12269: 1987",
      "IS 455: 1989"
    ],
    "details": [
      {
        "standard_id": "IS 8042: 1989",
        "title": "White Portland Cement",
        "category": "Cement and Concrete",
        "score": 1.3724,
        "matched_section": "Degree Of Whiteness"
      },
      {
        "standard_id": "IS 8112: 1989",
        "title": "43 Grade Ordinary Portland Cement",
        "category": "Cement and Concrete",
        "score": 1.022,
        "matched_section": "Scope"
      },
      {
        "standard_id": "IS 8041: 1990",
        "title": "Rapid Hardening Portland Cement",
        "category": "Cement and Concrete",
        "score": 0.8873,
        "matched_section": "Chemical Requirements"
      },
      {
        "standard_id": "IS 12269: 1987",
        "title": "53 Grade Ordinary Portland Cement",
        "category": "Cement and Concrete",
        "score": 0.8453,
        "matched_section": "Scope"
      },
      {
        "standard_id": "IS 455: 1989",
        "title": "Portland Slag Cement",
        "category": "Cement and Concrete",
        "score": 0.757,
        "matched_section": "Delivery"
      }
    ],
    "latency_seconds": 0.0193,
    "expected_standards": [
      "IS 8042: 1989"
    ]
  }
]