{
"domain": "telecom",
"entities": [
{
"name": "subscriber",
"weight": 2,
"columns": [
{
"name": "subscriber_id",
"type": "string"
},
{
"name": "first_name",
"type": "string"
},
{
"name": "last_name",
"type": "string"
},
{
"name": "email",
"type": "string",
"null_rate_default": 0.15
},
{
"name": "billing_phone",
"type": "string"
},
{
"name": "date_of_birth",
"type": "date"
},
{
"name": "ssn_last4",
"type": "string",
"null_rate_default": 0.5
},
{
"name": "address_line1",
"type": "string"
},
{
"name": "city",
"type": "string"
},
{
"name": "state_code",
"type": "string"
},
{
"name": "postal_code",
"type": "string"
},
{
"name": "account_status",
"type": "string"
},
{
"name": "credit_score",
"type": "int",
"null_rate_default": 0.3
},
{
"name": "source_system",
"type": "string"
}
],
"fk_remaps": []
},
{
"name": "phone_line",
"weight": 3,
"columns": [
{
"name": "line_id",
"type": "string"
},
{
"name": "subscriber_id",
"type": "string"
},
{
"name": "phone_number",
"type": "string"
},
{
"name": "line_type",
"type": "string"
},
{
"name": "plan_name",
"type": "string"
},
{
"name": "monthly_charge",
"type": "float"
},
{
"name": "data_allowance_gb",
"type": "int"
},
{
"name": "activation_date",
"type": "date"
},
{
"name": "is_port_in",
"type": "boolean"
},
{
"name": "source_system",
"type": "string"
}
],
"fk_remaps": [
{
"source_col": "subscriber_id",
"target_entity": "subscriber"
}
]
},
{
"name": "device",
"weight": 3,
"columns": [
{
"name": "device_id",
"type": "string"
},
{
"name": "line_id",
"type": "string"
},
{
"name": "imei",
"type": "string"
},
{
"name": "imsi",
"type": "string",
"null_rate_default": 0.3
},
{
"name": "iccid",
"type": "string",
"null_rate_default": 0.3
},
{
"name": "make",
"type": "string"
},
{
"name": "model",
"type": "string"
},
{
"name": "os_version",
"type": "string"
},
{
"name": "purchase_price",
"type": "float"
},
{
"name": "is_insured",
"type": "boolean"
},
{
"name": "source_system",
"type": "string"
}
],
"fk_remaps": [
{
"source_col": "line_id",
"target_entity": "phone_line"
}
]
},
{
"name": "call_record",
"weight": 500,
"columns": [
{
"name": "call_id",
"type": "string"
},
{
"name": "line_id",
"type": "string"
},
{
"name": "call_date",
"type": "datetime"
},
{
"name": "duration_seconds",
"type": "int"
},
{
"name": "call_type",
"type": "string"
},
{
"name": "destination_number",
"type": "string"
},
{
"name": "is_roaming",
"type": "boolean"
},
{
"name": "source_system",
"type": "string"
}
],
"fk_remaps": [
{
"source_col": "line_id",
"target_entity": "phone_line"
}
]
}
],
"hn_types": [
{
"name": "same_phone_diff_subscriber",
"entity_type": "subscriber",
"config_json": "{\"pattern\": \"same_field\", \"id_fields\": [\"billing_phone\"], \"attr_fields\": [\"first_name\", \"last_name\", \"email\"]}"
},
{
"name": "same_imei_diff_line",
"entity_type": "device",
"config_json": "{\"pattern\": \"same_field\", \"id_fields\": [\"imei\"], \"attr_fields\": [\"make\", \"model\", \"line_id\"]}"
},
{
"name": "same_address_diff_name",
"entity_type": "subscriber",
"config_json": "{\"pattern\": \"same_field\", \"id_fields\": [\"address_line1\"], \"attr_fields\": [\"first_name\", \"last_name\", \"billing_phone\"]}"
},
{
"name": "sim_swap_fraud",
"entity_type": "device",
"config_json": "{\"pattern\": \"same_field\", \"id_fields\": [\"imsi\"], \"attr_fields\": [\"imei\", \"line_id\", \"make\", \"model\"]}"
},
{
"name": "same_billing_phone_line",
"entity_type": "subscriber",
"config_json": "{\"pattern\": \"same_field\", \"id_fields\": [\"billing_phone\", \"address_line1\"], \"attr_fields\": [\"first_name\", \"last_name\", \"email\"]}"
}
]
}