{
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    "title": "Sthana.Anantasutra: India Address Normalizer & PIN Validator",
    "description": "Parse messy Indian addresses into house, street, locality, city, district, state and PIN. Validates the PIN against state/district, fixes city aliases, scores confidence. Offline.",
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      "inputSchema": {
        "type": "object",
        "properties": {
          "addresses": {
            "title": "Addresses",
            "maxItems": 25000,
            "type": "array",
            "description": "One complete address per line: free text in English, Hindi or a mix. Max 25,000 per run. Phone numbers inside an address are left out of the result; blank and placeholder lines (N/A, null, -) are free.",
            "items": {
              "type": "string"
            }
          },
          "structuredAddresses": {
            "title": "Structured addresses (optional)",
            "maxItems": 25000,
            "type": "array",
            "description": "Addresses you already hold as fields, e.g. from a checkout or marketplace export: [{\"address1\": \"Flat 4, Sunshine Residency\", \"address2\": \"HSR Layout\", \"city\": \"Bangalore\", \"province\": \"Karnataka\", \"zip\": \"560102\"}]. Field names from Shopify, WooCommerce, Amazon and similar exports are understood (line1-3, address1-3, address_1, AddressLine1, street, locality, area, landmark, city, district, state, province, StateOrRegion, pincode, pin, zip, postcode, PostalCode, country). Fields that are not used are listed in an UNKNOWN_FIELD issue. A country other than India is reported as COUNTRY_NOT_INDIA and the row is not marked valid. Their rows follow the free-text addresses."
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            "enum": [
              "title",
              "upper",
              "original"
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            "type": "string",
            "description": "Title Case is easiest to read; UPPER CASE suits courier labels; 'As written' keeps the original letters.",
            "default": "title"
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            "title": "Suggest a PIN code when it is missing or wrong",
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            "description": "When the PIN is missing, malformed or not in the directory, suggest PIN codes whose post office matches the locality written in the address.",
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          }
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              },
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                  "timeoutSecs": {
                    "type": "integer",
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