Home / Documentation / REST APIs / Bulk Resolution API
Bulk Resolution API
Performs multiple Resolution API operations in parallel.
The request accepts two endpoints:
POST _zentity/resolution/_bulk
POST _zentity/resolution/{entity_type}/_bulk
The _bulk endpoint requires NDJSON syntax. The payload
consists of pairs of lines. Each pair represents a single resolution job. The
first line of the pair contains the parameters of the job, which may include
"entity_type" and any other parameters that would have been set in the URL of a
single resolution request. The second line contains the entity resolution input. Each line must be an unindented JSON object.
Parameters may be defined in both the URL and the payload. Payload parameters,
including "entity_type", take precedence over URL parameters.
Examples
The three examples below are functionally equivalent and yield the same response.
Example 1 - This request performs two resolution operations, each with a unique set of parameters and inputs.
POST _zentity/resolution/_bulk
{"entity_type":"zentity_tutorial_4_person","_score":true,"_explanation":true}
{"attributes":{"first_name":["Allie"],"last_name":["Jones"],"phone":["202-555-1234"]}}
{"entity_type":"zentity_tutorial_4_person","_score":true}
{"terms":["[email protected]"]}
Example 2 - This request simplifies the prior request by moving the
"entity_type" parameter from the payload to the URL path. Both operations
resolve a person entity type, so that requirement can be specified once in the
URL.
POST _zentity/resolution/zentity_tutorial_4_person/_bulk
{"_score":true,"_explanation":true}
{"attributes":{"first_name":["Allie"],"last_name":["Jones"],"phone":["202-555-1234"]}}
{"_score":true}
{"terms":["[email protected]"]}
Example 3 - This request simplifies the prior request by moving the
"_score" parameter from the payload to the URL parameters. Both operations
invoke the "_score" feature, so that requirement can be specified once in the
URL, too.
POST _zentity/resolution/zentity_tutorial_4_person/_bulk?_score=true
{"_explanation":true}
{"attributes":{"first_name":["Allie"],"last_name":["Jones"],"phone":["202-555-1234"]}}
{}
{"terms":["[email protected]"]}
Example Response
{
"took" : 28,
"errors" : false,
"items" : [ {
"took" : 46,
"hits" : {
"total" : 9,
"hits" : [ {
"_index" : "zentity_tutorial_4_multiple_resolver_resolution",
"_id" : "1",
"_hop" : 0,
"_query" : 0,
"_score" : 0.9268137343974269,
"_attributes" : {
"city" : [ "Washington" ],
"email" : [ "[email protected]" ],
"first_name" : [ "Allie" ],
"last_name" : [ "Jones" ],
"phone" : [ "202-555-1234" ],
"state" : [ "DC" ],
"street" : [ "123 Main St" ]
},
"_explanation" : {
"resolvers" : {
"name_phone" : {
"attributes" : [ "first_name", "last_name", "phone" ]
}
},
"matches" : [ {
"attribute" : "first_name",
"target_field" : "first_name.clean",
"target_value" : "Allie",
"input_value" : "Allie",
"input_matcher" : "fuzzy",
"input_matcher_params" : { },
"score" : 0.6042031250000001
}, {
"attribute" : "first_name",
"target_field" : "first_name.phonetic",
"target_value" : "Allie",
"input_value" : "Allie",
"input_matcher" : "simple",
"input_matcher_params" : { },
"score" : 0.6014609375000001
}, {
"attribute" : "last_name",
"target_field" : "last_name.clean",
"target_value" : "Jones",
"input_value" : "Jones",
"input_matcher" : "fuzzy",
"input_matcher_params" : { },
"score" : 0.6389374999999999
}, {
"attribute" : "last_name",
"target_field" : "last_name.phonetic",
"target_value" : "Jones",
"input_value" : "Jones",
"input_matcher" : "simple",
"input_matcher_params" : { },
"score" : 0.63528125
}, {
"attribute" : "phone",
"target_field" : "phone.clean",
"target_value" : "202-555-1234",
"input_value" : "202-555-1234",
"input_matcher" : "fuzzy",
"input_matcher_params" : { },
"score" : 0.8241875
} ]
},
"_source" : {
"city" : "Washington",
"email" : "[email protected]",
"first_name" : "Allie",
"id" : "1",
"last_name" : "Jones",
"phone" : "202-555-1234",
"state" : "DC",
"street" : "123 Main St"
}
}, {
"_index" : "zentity_tutorial_4_multiple_resolver_resolution",
"_id" : "4",
"_hop" : 0,
"_query" : 0,
"_score" : 0.9249425179947204,
"_attributes" : {
"city" : [ "" ],
"email" : [ "" ],
"first_name" : [ "Ally" ],
"last_name" : [ "Joans" ],
"phone" : [ "202-555-1234" ],
"state" : [ "" ],
"street" : [ "" ]
},
"_explanation" : {
"resolvers" : {
"name_phone" : {
"attributes" : [ "first_name", "last_name", "phone" ]
}
},
"matches" : [ {
"attribute" : "first_name",
"target_field" : "first_name.phonetic",
"target_value" : "Ally",
"input_value" : "Allie",
"input_matcher" : "simple",
"input_matcher_params" : { },
"score" : 0.6014609375000001
}, {
"attribute" : "last_name",
"target_field" : "last_name.phonetic",
"target_value" : "Joans",
"input_value" : "Jones",
"input_matcher" : "simple",
"input_matcher_params" : { },
"score" : 0.63528125
}, {
"attribute" : "phone",
"target_field" : "phone.clean",
"target_value" : "202-555-1234",
"input_value" : "202-555-1234",
"input_matcher" : "fuzzy",
"input_matcher_params" : { },
"score" : 0.8241875
} ]
},
"_source" : {
"city" : "",
"email" : "",
"first_name" : "Ally",
"id" : "4",
"last_name" : "Joans",
"phone" : "202-555-1234",
"state" : "",
"street" : ""
}
}, {
"_index" : "zentity_tutorial_4_multiple_resolver_resolution",
"_id" : "3",
"_hop" : 1,
"_query" : 0,
"_score" : 0.9030972510297278,
"_attributes" : {
"city" : [ "Washington" ],
"email" : [ "" ],
"first_name" : [ "Allie" ],
"last_name" : [ "Jones" ],
"phone" : [ "" ],
"state" : [ "DC" ],
"street" : [ "123 Main St" ]
},
"_explanation" : {
"resolvers" : {
"name_street_city_state" : {
"attributes" : [ "city", "first_name", "last_name", "state", "street" ]
}
},
"matches" : [ {
"attribute" : "city",
"target_field" : "city.clean",
"target_value" : "Washington",
"input_value" : "Washington",
"input_matcher" : "fuzzy",
"input_matcher_params" : { },
"score" : 0.5463125
}, {
"attribute" : "first_name",
"target_field" : "first_name.clean",
"target_value" : "Allie",
"input_value" : "Allie",
"input_matcher" : "fuzzy",
"input_matcher_params" : { },
"score" : 0.6042031250000001
}, {
"attribute" : "first_name",
"target_field" : "first_name.phonetic",
"target_value" : "Allie",
"input_value" : "Allie",
"input_matcher" : "simple",
"input_matcher_params" : { },
"score" : 0.6014609375000001
}, {
"attribute" : "first_name",
"target_field" : "first_name.phonetic",
"target_value" : "Allie",
"input_value" : "Ally",
"input_matcher" : "simple",
"input_matcher_params" : { },
"score" : 0.6014609375000001
}, {
"attribute" : "last_name",
"target_field" : "last_name.clean",
"target_value" : "Jones",
"input_value" : "Jones",
"input_matcher" : "fuzzy",
"input_matcher_params" : { },
"score" : 0.6389374999999999
}, {
"attribute" : "last_name",
"target_field" : "last_name.phonetic",
"target_value" : "Jones",
"input_value" : "Joans",
"input_matcher" : "simple",
"input_matcher_params" : { },
"score" : 0.63528125
}, {
"attribute" : "last_name",
"target_field" : "last_name.phonetic",
"target_value" : "Jones",
"input_value" : "Jones",
"input_matcher" : "simple",
"input_matcher_params" : { },
"score" : 0.63528125
}, {
"attribute" : "state",
"target_field" : "state.keyword",
"target_value" : "DC",
"input_value" : "DC",
"input_matcher" : "exact",
"input_matcher_params" : { },
"score" : 0.5125
}, {
"attribute" : "street",
"target_field" : "street.clean",
"target_value" : "123 Main St",
"input_value" : "123 Main St",
"input_matcher" : "fuzzy",
"input_matcher_params" : { },
"score" : 0.7315624999999999
} ]
},
"_source" : {
"city" : "Washington",
"email" : "",
"first_name" : "Allie",
"id" : "3",
"last_name" : "Jones",
"phone" : "",
"state" : "DC",
"street" : "123 Main St"
}
}, {
"_index" : "zentity_tutorial_4_multiple_resolver_resolution",
"_id" : "6",
"_hop" : 1,
"_query" : 0,
"_score" : 0.9981643732697082,
"_attributes" : {
"city" : [ "Washington" ],
"email" : [ "[email protected]" ],
"first_name" : [ "Allison" ],
"last_name" : [ "Jones" ],
"phone" : [ "202-555-1234" ],
"state" : [ "DC" ],
"street" : [ "123 Main St" ]
},
"_explanation" : {
"resolvers" : {
"email_phone" : {
"attributes" : [ "email", "phone" ]
}
},
"matches" : [ {
"attribute" : "city",
"target_field" : "city.clean",
"target_value" : "Washington",
"input_value" : "Washington",
"input_matcher" : "fuzzy",
"input_matcher_params" : { },
"score" : 0.5463125
}, {
"attribute" : "email",
"target_field" : "email.keyword",
"target_value" : "[email protected]",
"input_value" : "[email protected]",
"input_matcher" : "exact",
"input_matcher_params" : { },
"score" : 0.95
}, {
"attribute" : "last_name",
"target_field" : "last_name.clean",
"target_value" : "Jones",
"input_value" : "Jones",
"input_matcher" : "fuzzy",
"input_matcher_params" : { },
"score" : 0.6389374999999999
}, {
"attribute" : "last_name",
"target_field" : "last_name.phonetic",
"target_value" : "Jones",
"input_value" : "Joans",
"input_matcher" : "simple",
"input_matcher_params" : { },
"score" : 0.63528125
}, {
"attribute" : "last_name",
"target_field" : "last_name.phonetic",
"target_value" : "Jones",
"input_value" : "Jones",
"input_matcher" : "simple",
"input_matcher_params" : { },
"score" : 0.63528125
}, {
"attribute" : "phone",
"target_field" : "phone.clean",
"target_value" : "202-555-1234",
"input_value" : "202-555-1234",
"input_matcher" : "fuzzy",
"input_matcher_params" : { },
"score" : 0.8241875
}, {
"attribute" : "state",
"target_field" : "state.keyword",
"target_value" : "DC",
"input_value" : "DC",
"input_matcher" : "exact",
"input_matcher_params" : { },
"score" : 0.5125
}, {
"attribute" : "street",
"target_field" : "street.clean",
"target_value" : "123 Main St",
"input_value" : "123 Main St",
"input_matcher" : "fuzzy",
"input_matcher_params" : { },
"score" : 0.7315624999999999
} ]
},
"_source" : {
"city" : "Washington",
"email" : "[email protected]",
"first_name" : "Allison",
"id" : "6",
"last_name" : "Jones",
"phone" : "202-555-1234",
"state" : "DC",
"street" : "123 Main St"
}
}, {
"_index" : "zentity_tutorial_4_multiple_resolver_resolution",
"_id" : "11",
"_hop" : 2,
"_query" : 0,
"_score" : 0.9808891618065275,
"_attributes" : {
"city" : [ "" ],
"email" : [ "[email protected]" ],
"first_name" : [ "Alison" ],
"last_name" : [ "Jones-Smith" ],
"phone" : [ "2025559867" ],
"state" : [ "" ],
"street" : [ "" ]
},
"_explanation" : {
"resolvers" : {
"name_email" : {
"attributes" : [ "email", "first_name", "last_name" ]
}
},
"matches" : [ {
"attribute" : "email",
"target_field" : "email.keyword",
"target_value" : "[email protected]",
"input_value" : "[email protected]",
"input_matcher" : "exact",
"input_matcher_params" : { },
"score" : 0.95
}, {
"attribute" : "first_name",
"target_field" : "first_name.clean",
"target_value" : "Alison",
"input_value" : "Allison",
"input_matcher" : "fuzzy",
"input_matcher_params" : { },
"score" : 0.6042031250000001
}, {
"attribute" : "first_name",
"target_field" : "first_name.phonetic",
"target_value" : "Alison",
"input_value" : "Allison",
"input_matcher" : "simple",
"input_matcher_params" : { },
"score" : 0.6014609375000001
}, {
"attribute" : "last_name",
"target_field" : "last_name.clean",
"target_value" : "Jones-Smith",
"input_value" : "Jones",
"input_matcher" : "fuzzy",
"input_matcher_params" : { },
"score" : 0.6389374999999999
}, {
"attribute" : "last_name",
"target_field" : "last_name.phonetic",
"target_value" : "Jones-Smith",
"input_value" : "Joans",
"input_matcher" : "simple",
"input_matcher_params" : { },
"score" : 0.63528125
}, {
"attribute" : "last_name",
"target_field" : "last_name.phonetic",
"target_value" : "Jones-Smith",
"input_value" : "Jones",
"input_matcher" : "simple",
"input_matcher_params" : { },
"score" : 0.63528125
} ]
},
"_source" : {
"city" : "",
"email" : "[email protected]",
"first_name" : "Alison",
"id" : "11",
"last_name" : "Jones-Smith",
"phone" : "2025559867",
"state" : "",
"street" : ""
}
}, {
"_index" : "zentity_tutorial_4_multiple_resolver_resolution",
"_id" : "7",
"_hop" : 3,
"_query" : 0,
"_score" : 0.9412842840763994,
"_attributes" : {
"city" : [ "Washington" ],
"email" : [ "" ],
"first_name" : [ "Allison" ],
"last_name" : [ "Smith" ],
"phone" : [ "+1 (202) 555 1234" ],
"state" : [ "DC" ],
"street" : [ "555 Broad St" ]
},
"_explanation" : {
"resolvers" : {
"name_phone" : {
"attributes" : [ "first_name", "last_name", "phone" ]
}
},
"matches" : [ {
"attribute" : "city",
"target_field" : "city.clean",
"target_value" : "Washington",
"input_value" : "Washington",
"input_matcher" : "fuzzy",
"input_matcher_params" : { },
"score" : 0.5463125
}, {
"attribute" : "first_name",
"target_field" : "first_name.clean",
"target_value" : "Allison",
"input_value" : "Alison",
"input_matcher" : "fuzzy",
"input_matcher_params" : { },
"score" : 0.6042031250000001
}, {
"attribute" : "first_name",
"target_field" : "first_name.clean",
"target_value" : "Allison",
"input_value" : "Allison",
"input_matcher" : "fuzzy",
"input_matcher_params" : { },
"score" : 0.6042031250000001
}, {
"attribute" : "first_name",
"target_field" : "first_name.phonetic",
"target_value" : "Allison",
"input_value" : "Alison",
"input_matcher" : "simple",
"input_matcher_params" : { },
"score" : 0.6014609375000001
}, {
"attribute" : "first_name",
"target_field" : "first_name.phonetic",
"target_value" : "Allison",
"input_value" : "Allison",
"input_matcher" : "simple",
"input_matcher_params" : { },
"score" : 0.6014609375000001
}, {
"attribute" : "last_name",
"target_field" : "last_name.clean",
"target_value" : "Smith",
"input_value" : "Jones-Smith",
"input_matcher" : "fuzzy",
"input_matcher_params" : { },
"score" : 0.6389374999999999
}, {
"attribute" : "last_name",
"target_field" : "last_name.phonetic",
"target_value" : "Smith",
"input_value" : "Jones-Smith",
"input_matcher" : "simple",
"input_matcher_params" : { },
"score" : 0.63528125
}, {
"attribute" : "phone",
"target_field" : "phone.clean",
"target_value" : "+1 (202) 555 1234",
"input_value" : "202-555-1234",
"input_matcher" : "fuzzy",
"input_matcher_params" : { },
"score" : 0.8241875
}, {
"attribute" : "state",
"target_field" : "state.keyword",
"target_value" : "DC",
"input_value" : "DC",
"input_matcher" : "exact",
"input_matcher_params" : { },
"score" : 0.5125
} ]
},
"_source" : {
"city" : "Washington",
"email" : "",
"first_name" : "Allison",
"id" : "7",
"last_name" : "Smith",
"phone" : "+1 (202) 555 1234",
"state" : "DC",
"street" : "555 Broad St"
}
}, {
"_index" : "zentity_tutorial_4_multiple_resolver_resolution",
"_id" : "10",
"_hop" : 3,
"_query" : 0,
"_score" : 0.9412842840763994,
"_attributes" : {
"city" : [ "Washington" ],
"email" : [ "" ],
"first_name" : [ "Alison" ],
"last_name" : [ "Smith" ],
"phone" : [ "202-555-9876" ],
"state" : [ "DC" ],
"street" : [ "555 Broad St" ]
},
"_explanation" : {
"resolvers" : {
"name_phone" : {
"attributes" : [ "first_name", "last_name", "phone" ]
}
},
"matches" : [ {
"attribute" : "city",
"target_field" : "city.clean",
"target_value" : "Washington",
"input_value" : "Washington",
"input_matcher" : "fuzzy",
"input_matcher_params" : { },
"score" : 0.5463125
}, {
"attribute" : "first_name",
"target_field" : "first_name.clean",
"target_value" : "Alison",
"input_value" : "Alison",
"input_matcher" : "fuzzy",
"input_matcher_params" : { },
"score" : 0.6042031250000001
}, {
"attribute" : "first_name",
"target_field" : "first_name.clean",
"target_value" : "Alison",
"input_value" : "Allison",
"input_matcher" : "fuzzy",
"input_matcher_params" : { },
"score" : 0.6042031250000001
}, {
"attribute" : "first_name",
"target_field" : "first_name.phonetic",
"target_value" : "Alison",
"input_value" : "Alison",
"input_matcher" : "simple",
"input_matcher_params" : { },
"score" : 0.6014609375000001
}, {
"attribute" : "first_name",
"target_field" : "first_name.phonetic",
"target_value" : "Alison",
"input_value" : "Allison",
"input_matcher" : "simple",
"input_matcher_params" : { },
"score" : 0.6014609375000001
}, {
"attribute" : "last_name",
"target_field" : "last_name.clean",
"target_value" : "Smith",
"input_value" : "Jones-Smith",
"input_matcher" : "fuzzy",
"input_matcher_params" : { },
"score" : 0.6389374999999999
}, {
"attribute" : "last_name",
"target_field" : "last_name.phonetic",
"target_value" : "Smith",
"input_value" : "Jones-Smith",
"input_matcher" : "simple",
"input_matcher_params" : { },
"score" : 0.63528125
}, {
"attribute" : "phone",
"target_field" : "phone.clean",
"target_value" : "202-555-9876",
"input_value" : "2025559867",
"input_matcher" : "fuzzy",
"input_matcher_params" : { },
"score" : 0.8241875
}, {
"attribute" : "state",
"target_field" : "state.keyword",
"target_value" : "DC",
"input_value" : "DC",
"input_matcher" : "exact",
"input_matcher_params" : { },
"score" : 0.5125
} ]
},
"_source" : {
"city" : "Washington",
"email" : "",
"first_name" : "Alison",
"id" : "10",
"last_name" : "Smith",
"phone" : "202-555-9876",
"state" : "DC",
"street" : "555 Broad St"
}
}, {
"_index" : "zentity_tutorial_4_multiple_resolver_resolution",
"_id" : "12",
"_hop" : 4,
"_query" : 0,
"_score" : 0.9030972510297278,
"_attributes" : {
"city" : [ "Washington" ],
"email" : [ "[email protected]" ],
"first_name" : [ "Allison" ],
"last_name" : [ "Jones-Smith" ],
"phone" : [ "" ],
"state" : [ "DC" ],
"street" : [ "555 Broad St" ]
},
"_explanation" : {
"resolvers" : {
"name_street_city_state" : {
"attributes" : [ "city", "first_name", "last_name", "state", "street" ]
}
},
"matches" : [ {
"attribute" : "city",
"target_field" : "city.clean",
"target_value" : "Washington",
"input_value" : "Washington",
"input_matcher" : "fuzzy",
"input_matcher_params" : { },
"score" : 0.5463125
}, {
"attribute" : "first_name",
"target_field" : "first_name.clean",
"target_value" : "Allison",
"input_value" : "Alison",
"input_matcher" : "fuzzy",
"input_matcher_params" : { },
"score" : 0.6042031250000001
}, {
"attribute" : "first_name",
"target_field" : "first_name.clean",
"target_value" : "Allison",
"input_value" : "Allison",
"input_matcher" : "fuzzy",
"input_matcher_params" : { },
"score" : 0.6042031250000001
}, {
"attribute" : "first_name",
"target_field" : "first_name.phonetic",
"target_value" : "Allison",
"input_value" : "Alison",
"input_matcher" : "simple",
"input_matcher_params" : { },
"score" : 0.6014609375000001
}, {
"attribute" : "first_name",
"target_field" : "first_name.phonetic",
"target_value" : "Allison",
"input_value" : "Allison",
"input_matcher" : "simple",
"input_matcher_params" : { },
"score" : 0.6014609375000001
}, {
"attribute" : "last_name",
"target_field" : "last_name.clean",
"target_value" : "Jones-Smith",
"input_value" : "Jones",
"input_matcher" : "fuzzy",
"input_matcher_params" : { },
"score" : 0.6389374999999999
}, {
"attribute" : "last_name",
"target_field" : "last_name.clean",
"target_value" : "Jones-Smith",
"input_value" : "Jones-Smith",
"input_matcher" : "fuzzy",
"input_matcher_params" : { },
"score" : 0.6389374999999999
}, {
"attribute" : "last_name",
"target_field" : "last_name.clean",
"target_value" : "Jones-Smith",
"input_value" : "Smith",
"input_matcher" : "fuzzy",
"input_matcher_params" : { },
"score" : 0.6389374999999999
}, {
"attribute" : "last_name",
"target_field" : "last_name.phonetic",
"target_value" : "Jones-Smith",
"input_value" : "Joans",
"input_matcher" : "simple",
"input_matcher_params" : { },
"score" : 0.63528125
}, {
"attribute" : "last_name",
"target_field" : "last_name.phonetic",
"target_value" : "Jones-Smith",
"input_value" : "Jones",
"input_matcher" : "simple",
"input_matcher_params" : { },
"score" : 0.63528125
}, {
"attribute" : "last_name",
"target_field" : "last_name.phonetic",
"target_value" : "Jones-Smith",
"input_value" : "Jones-Smith",
"input_matcher" : "simple",
"input_matcher_params" : { },
"score" : 0.63528125
}, {
"attribute" : "last_name",
"target_field" : "last_name.phonetic",
"target_value" : "Jones-Smith",
"input_value" : "Smith",
"input_matcher" : "simple",
"input_matcher_params" : { },
"score" : 0.63528125
}, {
"attribute" : "state",
"target_field" : "state.keyword",
"target_value" : "DC",
"input_value" : "DC",
"input_matcher" : "exact",
"input_matcher_params" : { },
"score" : 0.5125
}, {
"attribute" : "street",
"target_field" : "street.clean",
"target_value" : "555 Broad St",
"input_value" : "555 Broad St",
"input_matcher" : "fuzzy",
"input_matcher_params" : { },
"score" : 0.7315624999999999
} ]
},
"_source" : {
"city" : "Washington",
"email" : "[email protected]",
"first_name" : "Allison",
"id" : "12",
"last_name" : "Jones-Smith",
"phone" : "",
"state" : "DC",
"street" : "555 Broad St"
}
}, {
"_index" : "zentity_tutorial_4_multiple_resolver_resolution",
"_id" : "13",
"_hop" : 5,
"_query" : 0,
"_score" : 0.9808891618065275,
"_attributes" : {
"city" : [ "Arlington" ],
"email" : [ "[email protected]" ],
"first_name" : [ "Allison" ],
"last_name" : [ "Jones Smith" ],
"phone" : [ "703-555-5555" ],
"state" : [ "VA" ],
"street" : [ "1 Corporate Way" ]
},
"_explanation" : {
"resolvers" : {
"name_email" : {
"attributes" : [ "email", "first_name", "last_name" ]
}
},
"matches" : [ {
"attribute" : "email",
"target_field" : "email.keyword",
"target_value" : "[email protected]",
"input_value" : "[email protected]",
"input_matcher" : "exact",
"input_matcher_params" : { },
"score" : 0.95
}, {
"attribute" : "first_name",
"target_field" : "first_name.clean",
"target_value" : "Allison",
"input_value" : "Alison",
"input_matcher" : "fuzzy",
"input_matcher_params" : { },
"score" : 0.6042031250000001
}, {
"attribute" : "first_name",
"target_field" : "first_name.clean",
"target_value" : "Allison",
"input_value" : "Allison",
"input_matcher" : "fuzzy",
"input_matcher_params" : { },
"score" : 0.6042031250000001
}, {
"attribute" : "first_name",
"target_field" : "first_name.phonetic",
"target_value" : "Allison",
"input_value" : "Alison",
"input_matcher" : "simple",
"input_matcher_params" : { },
"score" : 0.6014609375000001
}, {
"attribute" : "first_name",
"target_field" : "first_name.phonetic",
"target_value" : "Allison",
"input_value" : "Allison",
"input_matcher" : "simple",
"input_matcher_params" : { },
"score" : 0.6014609375000001
}, {
"attribute" : "last_name",
"target_field" : "last_name.clean",
"target_value" : "Jones Smith",
"input_value" : "Jones",
"input_matcher" : "fuzzy",
"input_matcher_params" : { },
"score" : 0.6389374999999999
}, {
"attribute" : "last_name",
"target_field" : "last_name.clean",
"target_value" : "Jones Smith",
"input_value" : "Jones-Smith",
"input_matcher" : "fuzzy",
"input_matcher_params" : { },
"score" : 0.6389374999999999
}, {
"attribute" : "last_name",
"target_field" : "last_name.clean",
"target_value" : "Jones Smith",
"input_value" : "Smith",
"input_matcher" : "fuzzy",
"input_matcher_params" : { },
"score" : 0.6389374999999999
}, {
"attribute" : "last_name",
"target_field" : "last_name.phonetic",
"target_value" : "Jones Smith",
"input_value" : "Joans",
"input_matcher" : "simple",
"input_matcher_params" : { },
"score" : 0.63528125
}, {
"attribute" : "last_name",
"target_field" : "last_name.phonetic",
"target_value" : "Jones Smith",
"input_value" : "Jones",
"input_matcher" : "simple",
"input_matcher_params" : { },
"score" : 0.63528125
}, {
"attribute" : "last_name",
"target_field" : "last_name.phonetic",
"target_value" : "Jones Smith",
"input_value" : "Jones-Smith",
"input_matcher" : "simple",
"input_matcher_params" : { },
"score" : 0.63528125
}, {
"attribute" : "last_name",
"target_field" : "last_name.phonetic",
"target_value" : "Jones Smith",
"input_value" : "Smith",
"input_matcher" : "simple",
"input_matcher_params" : { },
"score" : 0.63528125
} ]
},
"_source" : {
"city" : "Arlington",
"email" : "[email protected]",
"first_name" : "Allison",
"id" : "13",
"last_name" : "Jones Smith",
"phone" : "703-555-5555",
"state" : "VA",
"street" : "1 Corporate Way"
}
} ]
}
}, {
"took" : 4,
"hits" : {
"total" : 1,
"hits" : [ {
"_index" : "zentity_tutorial_4_multiple_resolver_resolution",
"_id" : "5",
"_hop" : 0,
"_query" : 0,
"_score" : 0.9888974842717649,
"_attributes" : {
"city" : [ "Arlington" ],
"email" : [ "[email protected]" ],
"first_name" : [ "Eli" ],
"last_name" : [ "Jonas" ],
"phone" : [ "" ],
"state" : [ "VA" ],
"street" : [ "500 23rd Street" ]
},
"_source" : {
"city" : "Arlington",
"email" : "[email protected]",
"first_name" : "Eli",
"id" : "5",
"last_name" : "Jonas",
"phone" : "",
"state" : "VA",
"street" : "500 23rd Street"
}
} ]
}
} ]
}
HTTP Headers
| Header | Value |
|---|---|
Content-Type |
application/x-ndjson |
URL Parameters
| Parameter | Type | Default | Required | Description |
|---|---|---|---|---|
_attributes |
Boolean | true |
No | Return the "_attributes" field in each doc. |
_explanation |
Boolean | false |
No | Return the "_explanation" field in each doc. |
_seq_no_primary_term |
Boolean | false |
No | Return the "_seq_no" and "_primary_term" fields in each doc. |
_source |
Boolean | true |
No | Return the "_source" field in each doc. |
_version |
Boolean | false |
No | Return the "_version" field in each doc. |
entity_type |
String | Depends | The entity type. Required if model is not specified. |
|
error_trace |
Boolean | true |
No | Return the Java stack trace when an exception is thrown. |
hits |
Boolean | true |
No | Return the "hits" field in the response. |
max_docs_per_query |
Integer | 1000 |
No | Maximum number of docs per query result. See size |
max_hops |
Integer | 100 |
No | Maximum level of recursion. |
max_time_per_query |
String | 10s |
No | Timeout per query. Uses time units. Timeouts are best effort and not guaranteed (more info). |
pretty |
Boolean | false |
No | Indents the JSON response data. |
profile |
Boolean | false |
No | Profile each query. Used for debugging. |
queries |
Boolean | false |
No | Return the "queries" field in the response. Used for debugging. |
URL Parameters (advanced)
These are advanced search optimizations. Most users will not require them. It's recommended to use the default settings of the cluster unless you know what you're doing.
| Parameter | Type | Default | Required | Description |
|---|---|---|---|---|
search.allow_partial_search_results |
Boolean | Cluster default | No | allow_partial_search_results |
search.batched_reduce_size |
Integer | Cluster default | No | batched_reduce_size |
search.max_concurrent_shard_requests |
Integer | Cluster default | No | max_concurrent_shard_requests |
search.preference |
String | Cluster default | No | preference |
search.pre_filter_shard_size |
Integer | Cluster default | No | pre_filter_shard_size |
search.request_cache |
Boolean | Cluster default | No | request_cache |
Notes
The _bulk endpoint optimizes performance in three ways:
- Runs jobs in parallel to minimize end-to-end processing time of multiple jobs.
- Retrieves the entity model just once before running the jobs when the
entity_typeis given in the URL. - Minimizes the network latency that would have occurred from multiple single requests between the client and Elasticsearch.
Continue Reading
| ‹ | Resolution API | Security | › |
|---|---|---|---|