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Sandbox
zentity sandbox is an Elasticsearch development environment preloaded with zentity, analysis plugins, data sets, and sample entity models. It's the fastest way to play with zentity using real data.
Questions or feedback? Submit an issue on Github.
Get started
Prerequisites
Ensure you have the following software on your machine:
- Docker (zentity sandbox was tested on Docker version 26.0.0, build 2ae903e)
Step 1. Download
Download docker-compose.yml from the zentity-sandbox repo.
Step 2. Run
Run this command in the same directory as docker-compose.yml:
docker compose up
Elasticsearch and Kibana will be ready about a minute after the images are pulled:
- Elasticsearch - http://localhost:9200/
- Kibana - http://localhost:5601/
Step 3. Verify
Verify that you can access Elasticsearch:
http://localhost:9200/_zentity?pretty
You should see this response:
{
"name": "zentity",
"description": "Real-time entity resolution for Elasticsearch.",
"website": "http://zentity.io",
"version": {
"zentity": "1.8.3",
"elasticsearch": "8.13.3"
}
}
Verify that you can access Kibana:
You should be redirected to the Kibana Dev Tools Console, preloaded with interesting commands with the zentity sandbox data.
Have fun!
What's included
Plugins
The sandbox comes with these plugins installed:
Data
The sandbox comes with these data sets loaded into indices:
LEIE - List of health care providers who have been excluded from federally funded health care programs in the United States for a variety of reasons, including a conviction for Medicare or Medicaid fraud.
NPPES - Registry of National Provider Identifiers (NPIs) issued to health care providers who are covered by HIPAA in the United States. NPIs are required in any HIPAA standard transaction.
PECOS Enrollment - List of health care providers in the United States who are actively enrolled in Medicare.
- Index:
zentity_sandbox_pecos_enrollment - Source: https://data.cms.gov/Medicare-Enrollment/Base-Provider-Enrollment-File/ykfi-ffzq
Physician Compare - List of individual eligible professionals in the United States that includes information on demographics and Medicare quality program participation.
- Index:
zentity_sandbox_physician_compare - Source: https://data.cms.gov/Medicare-Enrollment/Base-Provider-Enrollment-File/ykfi-ffzq
Entity Models
The sandbox comes with these entity models loaded in the .zentity-models index:
Both entity models represent health care providers. You can use them to discover more information about a given health care provider in the sample data sets.
Examples
Here are some examples you can run in Kibana:
Blacklist lookup
Here is an entity that appears in the NPPES registry and LEIE exclusions list over three hops.
Request
POST _zentity/resolution/organization?pretty&_source=false
{
"attributes": {
"id": [ "1497077796" ]
}
}
Response
{
"took" : 130,
"hits" : {
"total" : 6,
"hits" : [ {
"_index" : "zentity_sandbox_leie",
"_id" : "AmAfGG0Bh4qDFJrXNuqc",
"_hop" : 0,
"_query" : 0,
"_attributes" : {
"city" : [ "MINNEAPOLIS" ],
"id" : [ "1497077796" ],
"name" : [ "CLINICAL SUPPORT SERVICES, LLC" ],
"postal_code" : [ "55401" ],
"state" : [ "MN" ],
"street" : [ "207 5TH AVENUE, N" ]
}
}, {
"_index" : "zentity_sandbox_nppes",
"_id" : "OpArGG0Bh4qDFJrXHfxg",
"_hop" : 0,
"_query" : 1,
"_attributes" : {
"city" : [ "CHANHASSEN" ],
"id" : [ "1497077796" ],
"name" : [ "COMPLEMENTARY SUPPORT SERVICES" ],
"phone" : [ "6122035257" ],
"postal_code" : [ "553177413" ],
"state" : [ "MN" ],
"street" : [ "2345 STONE CREEK LN W" ]
}
}, {
"_index" : "zentity_sandbox_leie",
"_id" : "DWAfGG0Bh4qDFJrXNebG",
"_hop" : 1,
"_query" : 0,
"_attributes" : {
"city" : [ "MINNEAPOLIS" ],
"id" : [ "1023093473" ],
"name" : [ "COMPLEMENTARY SUPPORT SERVICES" ],
"postal_code" : [ "55423" ],
"state" : [ "MN" ],
"street" : [ "6701 PENN AVENUE, S, STE 301" ]
}
}, {
"_index" : "zentity_sandbox_nppes",
"_id" : "t2UiGG0Bh4qDFJrX9KFU",
"_hop" : 2,
"_query" : 1,
"_attributes" : {
"city" : [ "RICHFIELD" ],
"id" : [ "1023093473" ],
"name" : [ "COMPLEMENTARY SUPPORT SERVICES" ],
"phone" : [ "9526088403" ],
"postal_code" : [ "554232093" ],
"state" : [ "MN" ],
"street" : [ "6701 PENN AVE S" ]
}
}, {
"_index" : "zentity_sandbox_nppes",
"_id" : "F28kGG0Bh4qDFJrX1qdK",
"_hop" : 2,
"_query" : 1,
"_attributes" : {
"city" : [ "RICHFIELD" ],
"id" : [ "1174537823" ],
"name" : [ "COMPLEMENTARY SUPPORT SERVICES" ],
"phone" : [ "9528951730" ],
"postal_code" : [ "554232093" ],
"state" : [ "MN" ],
"street" : [ "6701 PENN AVE S" ]
}
}, {
"_index" : "zentity_sandbox_leie",
"_id" : "iWAfGG0Bh4qDFJrXNeLB",
"_hop" : 3,
"_query" : 0,
"_attributes" : {
"city" : [ "MINNEAPOLIS" ],
"id" : [ "1174537823" ],
"name" : [ "CSS METRO, LLC" ],
"postal_code" : [ "55401" ],
"state" : [ "MN" ],
"street" : [ "207 5TH AVENUE, N" ]
}
} ]
}
}
Why did they match?
You can learn why each document matched using the _explanation parameter.
This will include an explanation for each matching document.
Request
POST _zentity/resolution/organization?pretty&_source=false&_explanation=true
{
"attributes": {
"id": [ "1497077796" ]
}
}
Response
{
"took" : 159,
"hits" : {
"total" : 6,
"hits" : [ {
"_index" : "zentity_sandbox_leie",
"_id" : "AmAfGG0Bh4qDFJrXNuqc",
"_hop" : 0,
"_query" : 0,
"_attributes" : {
"city" : [ "MINNEAPOLIS" ],
"id" : [ "1497077796" ],
"name" : [ "CLINICAL SUPPORT SERVICES, LLC" ],
"postal_code" : [ "55401" ],
"state" : [ "MN" ],
"street" : [ "207 5TH AVENUE, N" ]
},
"_explanation" : {
"resolvers" : {
"id" : {
"attributes" : [ "id" ]
}
},
"matches" : [ {
"attribute" : "id",
"target_field" : "npi",
"target_value" : "1497077796",
"input_value" : "1497077796",
"input_matcher" : "term",
"input_matcher_params" : { }
} ]
}
}, {
"_index" : "zentity_sandbox_nppes",
"_id" : "OpArGG0Bh4qDFJrXHfxg",
"_hop" : 0,
"_query" : 1,
"_attributes" : {
"city" : [ "CHANHASSEN" ],
"id" : [ "1497077796" ],
"name" : [ "COMPLEMENTARY SUPPORT SERVICES" ],
"phone" : [ "6122035257" ],
"postal_code" : [ "553177413" ],
"state" : [ "MN" ],
"street" : [ "2345 STONE CREEK LN W" ]
},
"_explanation" : {
"resolvers" : {
"id" : {
"attributes" : [ "id" ]
}
},
"matches" : [ {
"attribute" : "id",
"target_field" : "number",
"target_value" : "1497077796",
"input_value" : "1497077796",
"input_matcher" : "term",
"input_matcher_params" : { }
} ]
}
}, {
"_index" : "zentity_sandbox_leie",
"_id" : "DWAfGG0Bh4qDFJrXNebG",
"_hop" : 1,
"_query" : 0,
"_attributes" : {
"city" : [ "MINNEAPOLIS" ],
"id" : [ "1023093473" ],
"name" : [ "COMPLEMENTARY SUPPORT SERVICES" ],
"postal_code" : [ "55423" ],
"state" : [ "MN" ],
"street" : [ "6701 PENN AVENUE, S, STE 301" ]
},
"_explanation" : {
"resolvers" : {
"name_city_state" : {
"attributes" : [ "city", "name", "state" ]
}
},
"matches" : [ {
"attribute" : "city",
"target_field" : "city",
"target_value" : "MINNEAPOLIS",
"input_value" : "MINNEAPOLIS",
"input_matcher" : "match_fuzzy",
"input_matcher_params" : {
"fuzziness" : "1"
}
}, {
"attribute" : "name",
"target_field" : "busname.phonetic",
"target_value" : "COMPLEMENTARY SUPPORT SERVICES",
"input_value" : "COMPLEMENTARY SUPPORT SERVICES",
"input_matcher" : "match",
"input_matcher_params" : { }
}, {
"attribute" : "name",
"target_field" : "busname",
"target_value" : "COMPLEMENTARY SUPPORT SERVICES",
"input_value" : "COMPLEMENTARY SUPPORT SERVICES",
"input_matcher" : "match_fuzzy_and_initials",
"input_matcher_params" : {
"fuzziness" : "1"
}
}, {
"attribute" : "state",
"target_field" : "state",
"target_value" : "MN",
"input_value" : "MN",
"input_matcher" : "term",
"input_matcher_params" : { }
} ]
}
}, {
"_index" : "zentity_sandbox_nppes",
"_id" : "t2UiGG0Bh4qDFJrX9KFU",
"_hop" : 2,
"_query" : 1,
"_attributes" : {
"city" : [ "RICHFIELD" ],
"id" : [ "1023093473" ],
"name" : [ "COMPLEMENTARY SUPPORT SERVICES" ],
"phone" : [ "9526088403" ],
"postal_code" : [ "554232093" ],
"state" : [ "MN" ],
"street" : [ "6701 PENN AVE S" ]
},
"_explanation" : {
"resolvers" : {
"id" : {
"attributes" : [ "id" ]
},
"name_postal_code" : {
"attributes" : [ "name", "postal_code" ]
}
},
"matches" : [ {
"attribute" : "id",
"target_field" : "number",
"target_value" : "1023093473",
"input_value" : "1023093473",
"input_matcher" : "term",
"input_matcher_params" : { }
}, {
"attribute" : "name",
"target_field" : "basic.organization_name.phonetic",
"target_value" : "COMPLEMENTARY SUPPORT SERVICES",
"input_value" : "COMPLEMENTARY SUPPORT SERVICES",
"input_matcher" : "match",
"input_matcher_params" : { }
}, {
"attribute" : "name",
"target_field" : "basic.organization_name",
"target_value" : "COMPLEMENTARY SUPPORT SERVICES",
"input_value" : "COMPLEMENTARY SUPPORT SERVICES",
"input_matcher" : "match_fuzzy_and_initials",
"input_matcher_params" : {
"fuzziness" : "1"
}
}, {
"attribute" : "postal_code",
"target_field" : "addresses.location.postal_code",
"target_value" : "554232093",
"input_value" : "55423",
"input_matcher" : "match_fuzzy",
"input_matcher_params" : {
"fuzziness" : "1"
}
}, {
"attribute" : "state",
"target_field" : "addresses.location.state",
"target_value" : "MN",
"input_value" : "MN",
"input_matcher" : "term",
"input_matcher_params" : { }
} ]
}
}, {
"_index" : "zentity_sandbox_nppes",
"_id" : "F28kGG0Bh4qDFJrX1qdK",
"_hop" : 2,
"_query" : 1,
"_attributes" : {
"city" : [ "RICHFIELD" ],
"id" : [ "1174537823" ],
"name" : [ "COMPLEMENTARY SUPPORT SERVICES" ],
"phone" : [ "9528951730" ],
"postal_code" : [ "554232093" ],
"state" : [ "MN" ],
"street" : [ "6701 PENN AVE S" ]
},
"_explanation" : {
"resolvers" : {
"name_postal_code" : {
"attributes" : [ "name", "postal_code" ]
}
},
"matches" : [ {
"attribute" : "name",
"target_field" : "basic.organization_name.phonetic",
"target_value" : "COMPLEMENTARY SUPPORT SERVICES",
"input_value" : "COMPLEMENTARY SUPPORT SERVICES",
"input_matcher" : "match",
"input_matcher_params" : { }
}, {
"attribute" : "name",
"target_field" : "basic.organization_name",
"target_value" : "COMPLEMENTARY SUPPORT SERVICES",
"input_value" : "COMPLEMENTARY SUPPORT SERVICES",
"input_matcher" : "match_fuzzy_and_initials",
"input_matcher_params" : {
"fuzziness" : "1"
}
}, {
"attribute" : "postal_code",
"target_field" : "addresses.location.postal_code",
"target_value" : "554232093",
"input_value" : "55423",
"input_matcher" : "match_fuzzy",
"input_matcher_params" : {
"fuzziness" : "1"
}
}, {
"attribute" : "state",
"target_field" : "addresses.location.state",
"target_value" : "MN",
"input_value" : "MN",
"input_matcher" : "term",
"input_matcher_params" : { }
} ]
}
}, {
"_index" : "zentity_sandbox_leie",
"_id" : "iWAfGG0Bh4qDFJrXNeLB",
"_hop" : 3,
"_query" : 0,
"_attributes" : {
"city" : [ "MINNEAPOLIS" ],
"id" : [ "1174537823" ],
"name" : [ "CSS METRO, LLC" ],
"postal_code" : [ "55401" ],
"state" : [ "MN" ],
"street" : [ "207 5TH AVENUE, N" ]
},
"_explanation" : {
"resolvers" : {
"id" : {
"attributes" : [ "id" ]
}
},
"matches" : [ {
"attribute" : "city",
"target_field" : "city",
"target_value" : "MINNEAPOLIS",
"input_value" : "MINNEAPOLIS",
"input_matcher" : "match_fuzzy",
"input_matcher_params" : {
"fuzziness" : "1"
}
}, {
"attribute" : "id",
"target_field" : "npi",
"target_value" : "1174537823",
"input_value" : "1174537823",
"input_matcher" : "term",
"input_matcher_params" : { }
}, {
"attribute" : "postal_code",
"target_field" : "zip",
"target_value" : "55401",
"input_value" : "55401",
"input_matcher" : "match_fuzzy",
"input_matcher_params" : {
"fuzziness" : "1"
}
}, {
"attribute" : "state",
"target_field" : "state",
"target_value" : "MN",
"input_value" : "MN",
"input_matcher" : "term",
"input_matcher_params" : { }
}, {
"attribute" : "street",
"target_field" : "address",
"target_value" : "207 5TH AVENUE, N",
"input_value" : "207 5TH AVENUE, N",
"input_matcher" : "match_fuzzy",
"input_matcher_params" : {
"fuzziness" : "1"
}
} ]
}
} ]
}
}
What queries were made?
You can see the queries that zentity submitted using the queries parameter.
Request
POST _zentity/resolution/organization?pretty&_source=false&queries=true
{
"attributes": {
"id": [ "1497077796" ]
}
}
Response
{
"took" : 123,
"hits" : {
"total" : 6,
"hits" : [ {
"_index" : "zentity_sandbox_leie",
"_id" : "AmAfGG0Bh4qDFJrXNuqc",
"_hop" : 0,
"_query" : 0,
"_attributes" : {
"city" : [ "MINNEAPOLIS" ],
"id" : [ "1497077796" ],
"name" : [ "CLINICAL SUPPORT SERVICES, LLC" ],
"postal_code" : [ "55401" ],
"state" : [ "MN" ],
"street" : [ "207 5TH AVENUE, N" ]
}
}, {
"_index" : "zentity_sandbox_nppes",
"_id" : "OpArGG0Bh4qDFJrXHfxg",
"_hop" : 0,
"_query" : 1,
"_attributes" : {
"city" : [ "CHANHASSEN" ],
"id" : [ "1497077796" ],
"name" : [ "COMPLEMENTARY SUPPORT SERVICES" ],
"phone" : [ "6122035257" ],
"postal_code" : [ "553177413" ],
"state" : [ "MN" ],
"street" : [ "2345 STONE CREEK LN W" ]
}
}, {
"_index" : "zentity_sandbox_leie",
"_id" : "DWAfGG0Bh4qDFJrXNebG",
"_hop" : 1,
"_query" : 0,
"_attributes" : {
"city" : [ "MINNEAPOLIS" ],
"id" : [ "1023093473" ],
"name" : [ "COMPLEMENTARY SUPPORT SERVICES" ],
"postal_code" : [ "55423" ],
"state" : [ "MN" ],
"street" : [ "6701 PENN AVENUE, S, STE 301" ]
}
}, {
"_index" : "zentity_sandbox_nppes",
"_id" : "t2UiGG0Bh4qDFJrX9KFU",
"_hop" : 2,
"_query" : 1,
"_attributes" : {
"city" : [ "RICHFIELD" ],
"id" : [ "1023093473" ],
"name" : [ "COMPLEMENTARY SUPPORT SERVICES" ],
"phone" : [ "9526088403" ],
"postal_code" : [ "554232093" ],
"state" : [ "MN" ],
"street" : [ "6701 PENN AVE S" ]
}
}, {
"_index" : "zentity_sandbox_nppes",
"_id" : "F28kGG0Bh4qDFJrX1qdK",
"_hop" : 2,
"_query" : 1,
"_attributes" : {
"city" : [ "RICHFIELD" ],
"id" : [ "1174537823" ],
"name" : [ "COMPLEMENTARY SUPPORT SERVICES" ],
"phone" : [ "9528951730" ],
"postal_code" : [ "554232093" ],
"state" : [ "MN" ],
"street" : [ "6701 PENN AVE S" ]
}
}, {
"_index" : "zentity_sandbox_leie",
"_id" : "iWAfGG0Bh4qDFJrXNeLB",
"_hop" : 3,
"_query" : 0,
"_attributes" : {
"city" : [ "MINNEAPOLIS" ],
"id" : [ "1174537823" ],
"name" : [ "CSS METRO, LLC" ],
"postal_code" : [ "55401" ],
"state" : [ "MN" ],
"street" : [ "207 5TH AVENUE, N" ]
}
} ]
},
"queries" : [ [ {
"_hop" : 0,
"_query" : 0,
"_index" : "zentity_sandbox_leie",
"filters" : {
"attributes" : {
"tree" : {
"0" : {
"id" : { }
}
},
"resolvers" : {
"id" : {
"attributes" : [ "id" ]
}
}
},
"terms" : null
},
"search" : {
"request" : {
"_source" : true,
"query" : {
"term" : {
"npi" : "1497077796"
}
},
"size" : 1000
},
"response" : {
"took" : 1,
"timed_out" : false,
"_shards" : {
"total" : 1,
"successful" : 1,
"skipped" : 0,
"failed" : 0
},
"hits" : {
"total" : {
"value" : 1,
"relation" : "eq"
},
"max_score" : 10.78556
}
}
}
}, {
"_hop" : 0,
"_query" : 1,
"_index" : "zentity_sandbox_nppes",
"filters" : {
"attributes" : {
"tree" : {
"0" : {
"id" : { }
}
},
"resolvers" : {
"id" : {
"attributes" : [ "id" ]
}
}
},
"terms" : null
},
"search" : {
"request" : {
"_source" : true,
"query" : {
"term" : {
"number" : "1497077796"
}
},
"size" : 1000
},
"response" : {
"took" : 2,
"timed_out" : false,
"_shards" : {
"total" : 1,
"successful" : 1,
"skipped" : 0,
"failed" : 0
},
"hits" : {
"total" : {
"value" : 1,
"relation" : "eq"
},
"max_score" : 15.217276
}
}
}
}, {
"_hop" : 0,
"_query" : 2,
"_index" : "zentity_sandbox_pecos_enrollment",
"filters" : {
"attributes" : {
"tree" : {
"0" : {
"id" : { }
}
},
"resolvers" : {
"id" : {
"attributes" : [ "id" ]
}
}
},
"terms" : null
},
"search" : {
"request" : {
"_source" : true,
"query" : {
"term" : {
"npi" : "1497077796"
}
},
"size" : 1000
},
"response" : {
"took" : 2,
"timed_out" : false,
"_shards" : {
"total" : 1,
"successful" : 1,
"skipped" : 0,
"failed" : 0
},
"hits" : {
"total" : {
"value" : 0,
"relation" : "eq"
},
"max_score" : null
}
}
}
}, {
"_hop" : 0,
"_query" : 3,
"_index" : "zentity_sandbox_physician_compare",
"filters" : {
"attributes" : {
"tree" : {
"0" : {
"id" : { }
}
},
"resolvers" : {
"id" : {
"attributes" : [ "id" ]
}
}
},
"terms" : null
},
"search" : {
"request" : {
"_source" : true,
"query" : {
"term" : {
"npi" : "1497077796"
}
},
"size" : 1000
},
"response" : {
"took" : 0,
"timed_out" : false,
"_shards" : {
"total" : 1,
"successful" : 1,
"skipped" : 0,
"failed" : 0
},
"hits" : {
"total" : {
"value" : 0,
"relation" : "eq"
},
"max_score" : null
}
}
}
}, {
"_hop" : 1,
"_query" : 0,
"_index" : "zentity_sandbox_leie",
"filters" : {
"attributes" : {
"tree" : {
"0" : {
"id" : { },
"name" : {
"city" : {
"state" : { }
},
"postal_code" : { },
"street" : { }
}
}
},
"resolvers" : {
"id" : {
"attributes" : [ "id" ]
},
"name_city_state" : {
"attributes" : [ "city", "name", "state" ]
},
"name_postal_code" : {
"attributes" : [ "name", "postal_code" ]
},
"name_street" : {
"attributes" : [ "name", "street" ]
}
}
},
"terms" : null
},
"search" : {
"request" : {
"_source" : true,
"query" : {
"bool" : {
"must_not" : {
"ids" : {
"values" : [ "AmAfGG0Bh4qDFJrXNuqc" ]
}
},
"filter" : {
"bool" : {
"should" : [ {
"term" : {
"npi" : "1497077796"
}
}, {
"bool" : {
"filter" : [ {
"bool" : {
"should" : [ {
"bool" : {
"should" : [ {
"bool" : {
"filter" : [ {
"match" : {
"busname" : {
"query" : "CLINICAL SUPPORT SERVICES, LLC",
"fuzziness" : "1"
}
}
}, {
"match" : {
"busname.initials" : {
"query" : "CLINICAL SUPPORT SERVICES, LLC",
"fuzziness" : "auto"
}
}
} ]
}
}, {
"bool" : {
"filter" : [ {
"match" : {
"busname" : {
"query" : "COMPLEMENTARY SUPPORT SERVICES",
"fuzziness" : "1"
}
}
}, {
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