Senzing v3 G2Engine Why
Why
whyEntityByRecordID() and whyEntityByEntityID() determine why records belong to their resolved entities.
whyRecords determines if any two records can or cannot resolve together, or if they relate.
whyRecords
whyRecords() determines if any two records can or cannot resolve together, or if they relate.
g2_engine.whyRecords(data_source_code_1, record_id_1, data_source_code_2, record_id_2, response_bytearray, g2_engine_flags)
Parameters
- data_source_code_1: The RECORD_ID for the first entity.
- record_id_1: The RECORD_ID for the second entity.
- data_source_code_2: The RECORD_ID for the first entity.
- record_id_2: The RECORD_ID for the second entity.
- response_bytearray: (bytearray) Object to store the output of the method.
- g2_engine_flags: (int [optional]) One or more flags used to determine response document content. Applicable flags are listed here why* flags )
Click to expand whyRecords() example Click to collapse
Example
#! /usr/bin/env python3
from senzing import G2Engine, G2Exception
import json
# REPLACE /home/user/your_project with the path to your Senzing project
senzing_engine_configuration_json = '{ "PIPELINE": { "CONFIGPATH": "/home/user/your_project/etc", "SUPPORTPATH": "/home/user/your_project/data", "RESOURCEPATH": "/home/user/your_project/resources" }, "SQL": { "CONNECTION": "sqlite3://na:na@/home/user/your_project/var/sqlite/G2C.db" } }'
g2_engine = G2Engine()
data_source_code_1 = 'CUSTOMERS'
record_id_1 = '1001'
data_source_code_2 = 'WATCHLIST'
record_id_2 = '1007'
response_bytearray = bytearray()
try:
g2_engine.init("G2Engine", senzing_engine_configuration_json)
g2_engine.whyRecords(
data_source_code_1,
record_id_1,
data_source_code_2,
record_id_2,
response_bytearray)
g2_engine.destroy()
print(response_bytearray.decode())
except G2Exception as err:
print(err)
Output
{
"WHY_RESULTS": [
{
"INTERNAL_ID": 1,
"ENTITY_ID": 1,
"FOCUS_RECORDS": [
{
"DATA_SOURCE": "CUSTOMERS",
"RECORD_ID": "1001"
}
],
"INTERNAL_ID_2": 100002,
"ENTITY_ID_2": 100002,
"FOCUS_RECORDS_2": [
{
"DATA_SOURCE": "WATCHLIST",
"RECORD_ID": "1007"
}
],
"MATCH_INFO": {
"WHY_KEY": "+SURNAME",
"WHY_ERRULE_CODE": "",
"MATCH_LEVEL_CODE": "",
"CANDIDATE_KEYS": {
"NAME_KEY": [
{
"FEAT_ID": 14,
"FEAT_DESC": "SM0|SM0|POST=89132"
}
]
},
"DISCLOSED_RELATIONS": {},
"FEATURE_SCORES": {
"ADDRESS": [
{
"INBOUND_FEAT_ID": 3,
"INBOUND_FEAT": "123 Main Street, Las Vegas NV 89132",
"INBOUND_FEAT_USAGE_TYPE": "MAILING",
"CANDIDATE_FEAT_ID": 100033,
"CANDIDATE_FEAT": "1515 Adela Ln, LV, NV 89132",
"CANDIDATE_FEAT_USAGE_TYPE": "HOME",
"FULL_SCORE": 33,
"SCORE_BUCKET": "NO_CHANCE",
"SCORE_BEHAVIOR": "FF"
}
],
"EMAIL": [
{
"INBOUND_FEAT_ID": 5,
"INBOUND_FEAT": "[email protected]",
"INBOUND_FEAT_USAGE_TYPE": "",
"CANDIDATE_FEAT_ID": 100034,
"CANDIDATE_FEAT": "[email protected]",
"CANDIDATE_FEAT_USAGE_TYPE": "",
"FULL_SCORE": 0,
"SCORE_BUCKET": "NO_CHANCE",
"SCORE_BEHAVIOR": "F1"
}
],
"NAME": [
{
"INBOUND_FEAT_ID": 1,
"INBOUND_FEAT": "Robert Smith",
"INBOUND_FEAT_USAGE_TYPE": "PRIMARY",
"CANDIDATE_FEAT_ID": 548,
"CANDIDATE_FEAT": "Patricia Smith",
"CANDIDATE_FEAT_USAGE_TYPE": "PRIMARY",
"GNR_FN": 49,
"GNR_SN": 100,
"GNR_GN": 0,
"GENERATION_MATCH": -1,
"GNR_ON": -1,
"SCORE_BUCKET": "NO_CHANCE",
"SCORE_BEHAVIOR": "NAME"
}
],
"RECORD_TYPE": [
{
"INBOUND_FEAT_ID": 30,
"INBOUND_FEAT": "PERSON",
"INBOUND_FEAT_USAGE_TYPE": "",
"CANDIDATE_FEAT_ID": 30,
"CANDIDATE_FEAT": "PERSON",
"CANDIDATE_FEAT_USAGE_TYPE": "",
"FULL_SCORE": 100,
"SCORE_BUCKET": "SAME",
"SCORE_BEHAVIOR": "FVME"
}
]
}
}
}
],
"ENTITIES": [
{
"RESOLVED_ENTITY": {
"ENTITY_ID": 1,
"ENTITY_NAME": "Robert Smith",
"FEATURES": {
"ADDRESS": [
{
"FEAT_DESC": "1515 Adela Lane Las Vegas NV 89111",
"LIB_FEAT_ID": 34,
"USAGE_TYPE": "HOME",
"FEAT_DESC_VALUES": [
{
"FEAT_DESC": "1515 Adela Lane Las Vegas NV 89111",
"LIB_FEAT_ID": 34,
"USED_FOR_CAND": "N",
"USED_FOR_SCORING": "Y",
"ENTITY_COUNT": 1,
"CANDIDATE_CAP_REACHED": "N",
"SCORING_CAP_REACHED": "N",
"SUPPRESSED": "N"
},
{
"FEAT_DESC": "1515 Adela Ln Las Vegas NV 89132",
"LIB_FEAT_ID": 76,
"USED_FOR_CAND": "N",
"USED_FOR_SCORING": "Y",
"ENTITY_COUNT": 1,
"CANDIDATE_CAP_REACHED": "N",
"SCORING_CAP_REACHED": "N",
"SUPPRESSED": "N"
}
]
},
{
"FEAT_DESC": "123 Main Street, Las Vegas NV 89132",
"LIB_FEAT_ID": 3,
"USAGE_TYPE": "MAILING",
"FEAT_DESC_VALUES": [
{
"FEAT_DESC": "123 Main Street, Las Vegas NV 89132",
"LIB_FEAT_ID": 3,
"USED_FOR_CAND": "N",
"USED_FOR_SCORING": "Y",
"ENTITY_COUNT": 1,
"CANDIDATE_CAP_REACHED": "N",
"SCORING_CAP_REACHED": "N",
"SUPPRESSED": "N"
}
]
}
],
"ADDR_KEY": [
{
"FEAT_DESC": "123|MN||89132",
"LIB_FEAT_ID": 28,
"FEAT_DESC_VALUES": [
{
"FEAT_DESC": "123|MN||89132",
"LIB_FEAT_ID": 28,
"USED_FOR_CAND": "Y",
"USED_FOR_SCORING": "N",
"ENTITY_COUNT": 2,
"CANDIDATE_CAP_REACHED": "N",
"SCORING_CAP_REACHED": "N",
"SUPPRESSED": "N"
}
]
},
{
"FEAT_DESC": "123|MN||LS FKS",
"LIB_FEAT_ID": 27,
"FEAT_DESC_VALUES": [
{
"FEAT_DESC": "123|MN||LS FKS",
"LIB_FEAT_ID": 27,
"USED_FOR_CAND": "Y",
"USED_FOR_SCORING": "N",
"ENTITY_COUNT": 2,
"CANDIDATE_CAP_REACHED": "N",
"SCORING_CAP_REACHED": "N",
"SUPPRESSED": "N"
}
]
},
{
"FEAT_DESC": "1515|ATL||89111",
"LIB_FEAT_ID": 53,
"FEAT_DESC_VALUES": [
{
"FEAT_DESC": "1515|ATL||89111",
"LIB_FEAT_ID": 53,
"USED_FOR_CAND": "Y",
"USED_FOR_SCORING": "N",
"ENTITY_COUNT": 1,
"CANDIDATE_CAP_REACHED": "N",
"SCORING_CAP_REACHED": "N",
"SUPPRESSED": "N"
}
]
},
{
"FEAT_DESC": "1515|ATL||89132",
"LIB_FEAT_ID": 90,
"FEAT_DESC_VALUES": [
{
"FEAT_DESC": "1515|ATL||89132",
"LIB_FEAT_ID": 90,
"USED_FOR_CAND": "Y",
"USED_FOR_SCORING": "N",
"ENTITY_COUNT": 2,
"CANDIDATE_CAP_REACHED": "N",
"SCORING_CAP_REACHED": "N",
"SUPPRESSED": "N"
}
]
},
{
"FEAT_DESC": "1515|ATL||LS FKS",
"LIB_FEAT_ID": 54,
"FEAT_DESC_VALUES": [
{
"FEAT_DESC": "1515|ATL||LS FKS",
"LIB_FEAT_ID": 54,
"USED_FOR_CAND": "Y",
"USED_FOR_SCORING": "N",
"ENTITY_COUNT": 1,
"CANDIDATE_CAP_REACHED": "N",
"SCORING_CAP_REACHED": "N",
"SUPPRESSED": "N"
}
]
}
],
"DOB": [
{
"FEAT_DESC": "11/12/1979",
"LIB_FEAT_ID": 75,
"FEAT_DESC_VALUES": [
{
"FEAT_DESC": "11/12/1979",
"LIB_FEAT_ID": 75,
"USED_FOR_CAND": "Y",
"USED_FOR_SCORING": "Y",
"ENTITY_COUNT": 1,
"CANDIDATE_CAP_REACHED": "N",
"SCORING_CAP_REACHED": "N",
"SUPPRESSED": "N"
}
]
},
{
"FEAT_DESC": "12/11/1978",
"LIB_FEAT_ID": 2,
"FEAT_DESC_VALUES": [
{
"FEAT_DESC": "12/11/1978",
"LIB_FEAT_ID": 2,
"USED_FOR_CAND": "Y",
"USED_FOR_SCORING": "Y",
"ENTITY_COUNT": 1,
"CANDIDATE_CAP_REACHED": "N",
"SCORING_CAP_REACHED": "N",
"SUPPRESSED": "N"
},
{
"FEAT_DESC": "11/12/1978",
"LIB_FEAT_ID": 33,
"USED_FOR_CAND": "Y",
"USED_FOR_SCORING": "Y",
"ENTITY_COUNT": 1,
"CANDIDATE_CAP_REACHED": "N",
"SCORING_CAP_REACHED": "N",
"SUPPRESSED": "N"
}
]
}
],
"EMAIL": [
{
"FEAT_DESC": "[email protected]",
"LIB_FEAT_ID": 5,
"FEAT_DESC_VALUES": [
{
"FEAT_DESC": "[email protected]",
"LIB_FEAT_ID": 5,
"USED_FOR_CAND": "Y",
"USED_FOR_SCORING": "Y",
"ENTITY_COUNT": 1,
"CANDIDATE_CAP_REACHED": "N",
"SCORING_CAP_REACHED": "N",
"SUPPRESSED": "N"
}
]
}
],
"EMAIL_KEY": [
{
"FEAT_DESC": "[email protected]",
"LIB_FEAT_ID": 31,
"FEAT_DESC_VALUES": [
{
"FEAT_DESC": "[email protected]",
"LIB_FEAT_ID": 31,
"USED_FOR_CAND": "Y",
"USED_FOR_SCORING": "N",
"ENTITY_COUNT": 1,
"CANDIDATE_CAP_REACHED": "N",
"SCORING_CAP_REACHED": "N",
"SUPPRESSED": "N"
}
]
}
],
"NAME": [
{
"FEAT_DESC": "B Smith",
"LIB_FEAT_ID": 74,
"USAGE_TYPE": "PRIMARY",
"FEAT_DESC_VALUES": [
{
"FEAT_DESC": "B Smith",
"LIB_FEAT_ID": 74,
"USED_FOR_CAND": "N",
"USED_FOR_SCORING": "Y",
"ENTITY_COUNT": 1,
"CANDIDATE_CAP_REACHED": "N",
"SCORING_CAP_REACHED": "N",
"SUPPRESSED": "Y"
}
]
},
{
"FEAT_DESC": "Robert Smith",
"LIB_FEAT_ID": 1,
"USAGE_TYPE": "PRIMARY",
"FEAT_DESC_VALUES": [
{
"FEAT_DESC": "Robert Smith",
"LIB_FEAT_ID": 1,
"USED_FOR_CAND": "N",
"USED_FOR_SCORING": "Y",
"ENTITY_COUNT": 2,
"CANDIDATE_CAP_REACHED": "N",
"SCORING_CAP_REACHED": "N",
"SUPPRESSED": "N"
},
{
"FEAT_DESC": "Bob J Smith",
"LIB_FEAT_ID": 55,
"USED_FOR_CAND": "N",
"USED_FOR_SCORING": "Y",
"ENTITY_COUNT": 1,
"CANDIDATE_CAP_REACHED": "N",
"SCORING_CAP_REACHED": "N",
"SUPPRESSED": "N"
},
{
"FEAT_DESC": "Bob Smith",
"LIB_FEAT_ID": 32,
"USED_FOR_CAND": "N",
"USED_FOR_SCORING": "Y",
"ENTITY_COUNT": 1,
"CANDIDATE_CAP_REACHED": "N",
"SCORING_CAP_REACHED": "N",
"SUPPRESSED": "Y"
}
]
}
],
"NAME_KEY": [
{
"FEAT_DESC": "BB|BB",
"LIB_FEAT_ID": 35,
"FEAT_DESC_VALUES": [
{
"FEAT_DESC": "BB|BB",
"LIB_FEAT_ID": 35,
"USED_FOR_CAND": "Y",
"USED_FOR_SCORING": "N",
"ENTITY_COUNT": 1,
"CANDIDATE_CAP_REACHED": "N",
"SCORING_CAP_REACHED": "N",
"SUPPRESSED": "N"
}
]
},
{
"FEAT_DESC": "BB|BB|ADDRESS.CITY_STD=LS FKS",
"LIB_FEAT_ID": 41,
"FEAT_DESC_VALUES": [
{
"FEAT_DESC": "BB|BB|ADDRESS.CITY_STD=LS FKS",
"LIB_FEAT_ID": 41,
"USED_FOR_CAND": "Y",
"USED_FOR_SCORING": "N",
"ENTITY_COUNT": 1,
"CANDIDATE_CAP_REACHED": "N",
"SCORING_CAP_REACHED": "N",
"SUPPRESSED": "N"
}
]
},
{
"FEAT_DESC": "BB|BB|DOB.MMDD_HASH=1211",
"LIB_FEAT_ID": 48,
"FEAT_DESC_VALUES": [
{
"FEAT_DESC": "BB|BB|DOB.MMDD_HASH=1211",
"LIB_FEAT_ID": 48,
"USED_FOR_CAND": "Y",
"USED_FOR_SCORING": "N",
"ENTITY_COUNT": 1,
"CANDIDATE_CAP_REACHED": "N",
"SCORING_CAP_REACHED": "N",
"SUPPRESSED": "N"
}
]
},
{
"FEAT_DESC": "BB|BB|DOB.MMYY_HASH=1178",
"LIB_FEAT_ID": 44,
"FEAT_DESC_VALUES": [
{
"FEAT_DESC": "BB|BB|DOB.MMYY_HASH=1178",
"LIB_FEAT_ID": 44,
"USED_FOR_CAND": "Y",
"USED_FOR_SCORING": "N",
"ENTITY_COUNT": 1,
"CANDIDATE_CAP_REACHED": "N",
"SCORING_CAP_REACHED": "N",
"SUPPRESSED": "N"
}
]
},
{
"FEAT_DESC": "BB|BB|DOB.MMYY_HASH=1278",
"LIB_FEAT_ID": 68,
"FEAT_DESC_VALUES": [
{
"FEAT_DESC": "BB|BB|DOB.MMYY_HASH=1278",
"LIB_FEAT_ID": 68,
"USED_FOR_CAND": "Y",
"USED_FOR_SCORING": "N",
"ENTITY_COUNT": 1,
"CANDIDATE_CAP_REACHED": "N",
"SCORING_CAP_REACHED": "N",
"SUPPRESSED": "N"
}
]
},
{
"FEAT_DESC": "BB|BB|DOB=71211",
"LIB_FEAT_ID": 46,
"FEAT_DESC_VALUES": [
{
"FEAT_DESC": "BB|BB|DOB=71211",
"LIB_FEAT_ID": 46,
"USED_FOR_CAND": "Y",
"USED_FOR_SCORING": "N",
"ENTITY_COUNT": 1,
"CANDIDATE_CAP_REACHED": "N",
"SCORING_CAP_REACHED": "N",
"SUPPRESSED": "N"
}
]
},
{
"FEAT_DESC": "BB|BB|PHONE.PHONE_LAST_5=91300",
"LIB_FEAT_ID": 49,
"FEAT_DESC_VALUES": [
{
"FEAT_DESC": "BB|BB|PHONE.PHONE_LAST_5=91300",
"LIB_FEAT_ID": 49,
"USED_FOR_CAND": "Y",
"USED_FOR_SCORING": "N",
"ENTITY_COUNT": 1,
"CANDIDATE_CAP_REACHED": "N",
"SCORING_CAP_REACHED": "N",
"SUPPRESSED": "N"
}
]
},
{
"FEAT_DESC": "BB|BB|POST=89111",
"LIB_FEAT_ID": 45,
"FEAT_DESC_VALUES": [
{
"FEAT_DESC": "BB|BB|POST=89111",
"LIB_FEAT_ID": 45,
"USED_FOR_CAND": "Y",
"USED_FOR_SCORING": "N",
"ENTITY_COUNT": 1,
"CANDIDATE_CAP_REACHED": "N",
"SCORING_CAP_REACHED": "N",
"SUPPRESSED": "N"
}
]
},
{
"FEAT_DESC": "BB|J",
"LIB_FEAT_ID": 62,
"FEAT_DESC_VALUES": [
{
"FEAT_DESC": "BB|J",
"LIB_FEAT_ID": 62,
"USED_FOR_CAND": "Y",
"USED_FOR_SCORING": "N",
"ENTITY_COUNT": 1,
"CANDIDATE_CAP_REACHED": "N",
"SCORING_CAP_REACHED": "N",
"SUPPRESSED": "N"
}
]
},
{
"FEAT_DESC": "BB|J|DOB.MMDD_HASH=1211",
"LIB_FEAT_ID": 58,
"FEAT_DESC_VALUES": [
{
"FEAT_DESC": "BB|J|DOB.MMDD_HASH=1211",
"LIB_FEAT_ID": 58,
"USED_FOR_CAND": "Y",
"USED_FOR_SCORING": "N",
"ENTITY_COUNT": 1,
"CANDIDATE_CAP_REACHED": "N",
"SCORING_CAP_REACHED": "N",
"SUPPRESSED": "N"
}
]
},
{
"FEAT_DESC": "BB|J|DOB.MMYY_HASH=1278",
"LIB_FEAT_ID": 60,
"FEAT_DESC_VALUES": [
{
"FEAT_DESC": "BB|J|DOB.MMYY_HASH=1278",
"LIB_FEAT_ID": 60,
"USED_FOR_CAND": "Y",
"USED_FOR_SCORING": "N",
"ENTITY_COUNT": 1,
"CANDIDATE_CAP_REACHED": "N",
"SCORING_CAP_REACHED": "N",
"SUPPRESSED": "N"
}
]
},
{
"FEAT_DESC": "BB|J|DOB=71211",
"LIB_FEAT_ID": 65,
"FEAT_DESC_VALUES": [
{
"FEAT_DESC": "BB|J|DOB=71211",
"LIB_FEAT_ID": 65,
"USED_FOR_CAND": "Y",
"USED_FOR_SCORING": "N",
"ENTITY_COUNT": 1,
"CANDIDATE_CAP_REACHED": "N",
"SCORING_CAP_REACHED": "N",
"SUPPRESSED": "N"
}
]
},
{
"FEAT_DESC": "BB|J|SM0",
"LIB_FEAT_ID": 72,
"FEAT_DESC_VALUES": [
{
"FEAT_DESC": "BB|J|SM0",
"LIB_FEAT_ID": 72,
"USED_FOR_CAND": "Y",
"USED_FOR_SCORING": "N",
"ENTITY_COUNT": 1,
"CANDIDATE_CAP_REACHED": "N",
"SCORING_CAP_REACHED": "N",
"SUPPRESSED": "N"
}
]
},
{
"FEAT_DESC": "BB|J|SM0|DOB.MMDD_HASH=1211",
"LIB_FEAT_ID": 56,
"FEAT_DESC_VALUES": [
{
"FEAT_DESC": "BB|J|SM0|DOB.MMDD_HASH=1211",
"LIB_FEAT_ID": 56,
"USED_FOR_CAND": "Y",
"USED_FOR_SCORING": "N",
"ENTITY_COUNT": 1,
"CANDIDATE_CAP_REACHED": "N",
"SCORING_CAP_REACHED": "N",
"SUPPRESSED": "N"
}
]
},
{
"FEAT_DESC": "BB|J|SM0|DOB.MMYY_HASH=1278",
"LIB_FEAT_ID": 64,
"FEAT_DESC_VALUES": [
{
"FEAT_DESC": "BB|J|SM0|DOB.MMYY_HASH=1278",
"LIB_FEAT_ID": 64,
"USED_FOR_CAND": "Y",
"USED_FOR_SCORING": "N",
"ENTITY_COUNT": 1,
"CANDIDATE_CAP_REACHED": "N",
"SCORING_CAP_REACHED": "N",
"SUPPRESSED": "N"
}
]
},
{
"FEAT_DESC": "BB|J|SM0|DOB=71211",
"LIB_FEAT_ID": 59,
"FEAT_DESC_VALUES": [
{
"FEAT_DESC": "BB|J|SM0|DOB=71211",
"LIB_FEAT_ID": 59,
"USED_FOR_CAND": "Y",
"USED_FOR_SCORING": "N",
"ENTITY_COUNT": 1,
"CANDIDATE_CAP_REACHED": "N",
"SCORING_CAP_REACHED": "N",
"SUPPRESSED": "N"
}
]
},
{
"FEAT_DESC": "BB|SM0",
"LIB_FEAT_ID": 37,
"FEAT_DESC_VALUES": [
{
"FEAT_DESC": "BB|SM0",
"LIB_FEAT_ID": 37,
"USED_FOR_CAND": "Y",
"USED_FOR_SCORING": "N",
"ENTITY_COUNT": 1,
"CANDIDATE_CAP_REACHED": "N",
"SCORING_CAP_REACHED": "N",
"SUPPRESSED": "N"
}
]
},
{
"FEAT_DESC": "BB|SM0|ADDRESS.CITY_STD=LS FKS",
"LIB_FEAT_ID": 43,
"FEAT_DESC_VALUES": [
{
"FEAT_DESC": "BB|SM0|ADDRESS.CITY_STD=LS FKS",
"LIB_FEAT_ID": 43,
"USED_FOR_CAND": "Y",
"USED_FOR_SCORING": "N",
"ENTITY_COUNT": 1,
"CANDIDATE_CAP_REACHED": "N",
"SCORING_CAP_REACHED": "N",
"SUPPRESSED": "N"
}
]
},
{
"FEAT_DESC": "BB|SM0|DOB.MMDD_HASH=1211",
"LIB_FEAT_ID": 39,
"FEAT_DESC_VALUES": [
{
"FEAT_DESC": "BB|SM0|DOB.MMDD_HASH=1211",
"LIB_FEAT_ID": 39,
"USED_FOR_CAND": "Y",
"USED_FOR_SCORING": "N",
"ENTITY_COUNT": 1,
"CANDIDATE_CAP_REACHED": "N",
"SCORING_CAP_REACHED": "N",
"SUPPRESSED": "N"
}
]
},
{
"FEAT_DESC": "BB|SM0|DOB.MMYY_HASH=1178",
"LIB_FEAT_ID": 50,
"FEAT_DESC_VALUES": [
{
"FEAT_DESC": "BB|SM0|DOB.MMYY_HASH=1178",
"LIB_FEAT_ID": 50,
"USED_FOR_CAND": "Y",
"USED_FOR_SCORING": "N",
"ENTITY_COUNT": 1,
"CANDIDATE_CAP_REACHED": "N",
"SCORING_CAP_REACHED": "N",
"SUPPRESSED": "N"
}
]
},
{
"FEAT_DESC": "BB|SM0|DOB.MMYY_HASH=1278",
"LIB_FEAT_ID": 67,
"FEAT_DESC_VALUES": [
{
"FEAT_DESC": "BB|SM0|DOB.MMYY_HASH=1278",
"LIB_FEAT_ID": 67,
"USED_FOR_CAND": "Y",
"USED_FOR_SCORING": "N",
"ENTITY_COUNT": 1,
"CANDIDATE_CAP_REACHED": "N",
"SCORING_CAP_REACHED": "N",
"SUPPRESSED": "N"
}
]
},
{
"FEAT_DESC": "BB|SM0|DOB=71211",
"LIB_FEAT_ID": 36,
"FEAT_DESC_VALUES": [
{
"FEAT_DESC": "BB|SM0|DOB=71211",
"LIB_FEAT_ID": 36,
"USED_FOR_CAND": "Y",
"USED_FOR_SCORING": "N",
"ENTITY_COUNT": 1,
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"FEAT_DESC": "PERSON",
"LIB_FEAT_ID": 30,
"USED_FOR_CAND": "N",
"USED_FOR_SCORING": "Y",
"ENTITY_COUNT": 81,
"CANDIDATE_CAP_REACHED": "N",
"SCORING_CAP_REACHED": "N",
"SUPPRESSED": "N"
}
]
}
]
},
"RECORD_SUMMARY": [
{
"DATA_SOURCE": "WATCHLIST",
"RECORD_COUNT": 1,
"FIRST_SEEN_DT": "2022-12-16 23:01:37.149",
"LAST_SEEN_DT": "2022-12-16 23:01:37.149"
}
],
"LAST_SEEN_DT": "2022-12-16 23:01:37.149",
"RECORDS": [
{
"DATA_SOURCE": "WATCHLIST",
"RECORD_ID": "1007",
"ENTITY_TYPE": "GENERIC",
"INTERNAL_ID": 100002,
"ENTITY_KEY": "5FDCB9EE7289E0F6D99E0B56D97C06E265980715",
"ENTITY_DESC": "Patricia Smith",
"MATCH_KEY": "",
"MATCH_LEVEL": 0,
"MATCH_LEVEL_CODE": "",
"ERRULE_CODE": "",
"LAST_SEEN_DT": "2022-12-16 23:01:37.149",
"FEATURES": [
{
"LIB_FEAT_ID": 6
},
{
"LIB_FEAT_ID": 14
},
{
"LIB_FEAT_ID": 30
},
{
"LIB_FEAT_ID": 90
},
{
"LIB_FEAT_ID": 533
},
{
"LIB_FEAT_ID": 548,
"USAGE_TYPE": "PRIMARY"
},
{
"LIB_FEAT_ID": 551
},
{
"LIB_FEAT_ID": 561
},
{
"LIB_FEAT_ID": 100033,
"USAGE_TYPE": "HOME"
},
{
"LIB_FEAT_ID": 100034
},
{
"LIB_FEAT_ID": 100035
},
{
"LIB_FEAT_ID": 100036
},
{
"LIB_FEAT_ID": 100037
},
{
"LIB_FEAT_ID": 100038
},
{
"LIB_FEAT_ID": 100039
},
{
"LIB_FEAT_ID": 100040
},
{
"LIB_FEAT_ID": 100041
},
{
"LIB_FEAT_ID": 100042
},
{
"LIB_FEAT_ID": 100043
}
]
}
]
},
"RELATED_ENTITIES": [
{
"ENTITY_ID": 1,
"MATCH_LEVEL": 3,
"MATCH_LEVEL_CODE": "POSSIBLY_RELATED",
"MATCH_KEY": "+ADDRESS+SURNAME",
"ERRULE_CODE": "CFF_SURNAME",
"IS_DISCLOSED": 0,
"IS_AMBIGUOUS": 0,
"ENTITY_NAME": "Robert Smith",
"RECORD_SUMMARY": [
{
"DATA_SOURCE": "CUSTOMERS",
"RECORD_COUNT": 4,
"FIRST_SEEN_DT": "2022-12-16 23:01:29.560",
"LAST_SEEN_DT": "2022-12-16 23:01:29.584"
}
],
"LAST_SEEN_DT": "2022-12-16 23:01:29.584"
}
]
}
]
}
whyEntityByRecordID
whyEntityByRecordID() determines why records resolved to an ENTITY_ID by a RECORD_ID.
Returns a JSON document that gives the results of the record analysis.
It has a “WHY_KEY”, which is similar to a match key, in defining the relevant connected data. It shows candidate keys for features that initially cause the records to be analyzed for a relationship, plus a series of feature scores that show how similar the feature data was.
The response JSON document also contains a separate ENTITIES section, with the full information about the resolved entity.
The recommended composite flag is G2_WHY_ENTITY_DEFAULT_FLAGS.
Additional recommended flags are G2_ENTITY_OPTION_INCLUDE_INTERNAL_FEATURES and G2_ENTITY_OPTION_INCLUDE_FEATURE_STATS, which provide detailed feature data that is useful for understanding the WHY_RESULTS data.
g2_engine.whyEntityByRecordID(data_source_code, record_id, response_bytearray, g2_engine_flags)
Parameters
- data_source_code: (str) The data source for the record to be analyzed.
- record_id: (str) The RECORD_ID for the record to be analyzed
- response_bytearray: (bytearray) Object to store the output of the method.
- g2_engine_flags: (int [optional]) One or more flags used to determine response document content. Applicable flags are listed here why* flags )
Click to expand whyEntityByRecordID() example Click to collapse
Example
#! /usr/bin/env python3
from senzing import G2Engine, G2Exception
import json
# REPLACE /home/user/your_project with the path to your Senzing project
senzing_engine_configuration_json = '{ "PIPELINE": { "CONFIGPATH": "/home/user/your_project/etc", "SUPPORTPATH": "/home/user/your_project/data", "RESOURCEPATH": "/home/user/your_project/resources" }, "SQL": { "CONNECTION": "sqlite3://na:na@/home/user/your_project/var/sqlite/G2C.db" } }'
g2_engine = G2Engine()
data_source_code = 'CUSTOMERS'
record_id = '1001'
response_bytearray = bytearray()
try:
g2_engine.init("G2Engine", senzing_engine_configuration_json)
g2_engine.whyEntityByRecordID(
data_source_code,
record_id,
response_bytearray)
g2_engine.destroy()
print(response_bytearray.decode())
except G2Exception as err:
print(err)
Output
{
"WHY_RESULTS": [
{
"INTERNAL_ID": 1,
"ENTITY_ID": 1,
"FOCUS_RECORDS": [
{
"DATA_SOURCE": "CUSTOMERS",
"RECORD_ID": "1001"
}
],
"MATCH_INFO": {
"WHY_KEY": "+NAME+DOB+PHONE+EMAIL",
"WHY_ERRULE_CODE": "SF1_SNAME_CFF_CSTAB",
"MATCH_LEVEL_CODE": "RESOLVED",
"CANDIDATE_KEYS": {
"DOB": [
{
"FEAT_ID": 2,
"FEAT_DESC": "12/11/1978"
}
],
"EMAIL": [
{
"FEAT_ID": 5,
"FEAT_DESC": "[email protected]"
}
],
"EMAIL_KEY": [
{
"FEAT_ID": 31,
"FEAT_DESC": "[email protected]"
}
],
"NAME_KEY": [
{
"FEAT_ID": 7,
"FEAT_DESC": "SM0|SM0|DOB.MMYY_HASH=1278"
},
{
"FEAT_ID": 8,
"FEAT_DESC": "RBRT|SM0|DOB.MMYY_HASH=1278"
},
{
"FEAT_ID": 11,
"FEAT_DESC": "RBRT|SM0"
},
{
"FEAT_ID": 12,
"FEAT_DESC": "RBRT|SM0|ADDRESS.CITY_STD=LS FKS"
},
{
"FEAT_ID": 14,
"FEAT_DESC": "SM0|SM0|POST=89132"
},
{
"FEAT_ID": 17,
"FEAT_DESC": "SM0|SM0|DOB.MMDD_HASH=1211"
},
{
"FEAT_ID": 18,
"FEAT_DESC": "SM0|SM0|PHONE.PHONE_LAST_5=91300"
},
{
"FEAT_ID": 20,
"FEAT_DESC": "RBRT|SM0|PHONE.PHONE_LAST_5=91300"
},
{
"FEAT_ID": 21,
"FEAT_DESC": "SM0|SM0|ADDRESS.CITY_STD=LS FKS"
},
{
"FEAT_ID": 22,
"FEAT_DESC": "SM0|SM0|DOB=71211"
},
{
"FEAT_ID": 23,
"FEAT_DESC": "RBRT|SM0|DOB.MMDD_HASH=1211"
},
{
"FEAT_ID": 25,
"FEAT_DESC": "RBRT|SM0|DOB=71211"
}
],
"PHONE": [
{
"FEAT_ID": 4,
"FEAT_DESC": "702-919-1300"
}
],
"PHONE_KEY": [
{
"FEAT_ID": 29,
"FEAT_DESC": "7029191300"
}
]
},
"FEATURE_SCORES": {
"ADDRESS": [
{
"INBOUND_FEAT_ID": 3,
"INBOUND_FEAT": "123 Main Street, Las Vegas NV 89132",
"INBOUND_FEAT_USAGE_TYPE": "MAILING",
"CANDIDATE_FEAT_ID": 76,
"CANDIDATE_FEAT": "1515 Adela Ln Las Vegas NV 89132",
"CANDIDATE_FEAT_USAGE_TYPE": "HOME",
"FULL_SCORE": 33,
"SCORE_BUCKET": "NO_CHANCE",
"SCORE_BEHAVIOR": "FF"
},
{
"INBOUND_FEAT_ID": 3,
"INBOUND_FEAT": "123 Main Street, Las Vegas NV 89132",
"INBOUND_FEAT_USAGE_TYPE": "MAILING",
"CANDIDATE_FEAT_ID": 34,
"CANDIDATE_FEAT": "1515 Adela Lane Las Vegas NV 89111",
"CANDIDATE_FEAT_USAGE_TYPE": "HOME",
"FULL_SCORE": 42,
"SCORE_BUCKET": "NO_CHANCE",
"SCORE_BEHAVIOR": "FF"
}
],
"DOB": [
{
"INBOUND_FEAT_ID": 2,
"INBOUND_FEAT": "12/11/1978",
"INBOUND_FEAT_USAGE_TYPE": "",
"CANDIDATE_FEAT_ID": 2,
"CANDIDATE_FEAT": "12/11/1978",
"CANDIDATE_FEAT_USAGE_TYPE": "",
"FULL_SCORE": 100,
"SCORE_BUCKET": "SAME",
"SCORE_BEHAVIOR": "FMES"
}
],
"EMAIL": [
{
"INBOUND_FEAT_ID": 5,
"INBOUND_FEAT": "[email protected]",
"INBOUND_FEAT_USAGE_TYPE": "",
"CANDIDATE_FEAT_ID": 5,
"CANDIDATE_FEAT": "[email protected]",
"CANDIDATE_FEAT_USAGE_TYPE": "",
"FULL_SCORE": 100,
"SCORE_BUCKET": "SAME",
"SCORE_BEHAVIOR": "F1"
}
],
"NAME": [
{
"INBOUND_FEAT_ID": 1,
"INBOUND_FEAT": "Robert Smith",
"INBOUND_FEAT_USAGE_TYPE": "PRIMARY",
"CANDIDATE_FEAT_ID": 74,
"CANDIDATE_FEAT": "B Smith",
"CANDIDATE_FEAT_USAGE_TYPE": "PRIMARY",
"GNR_FN": 53,
"GNR_SN": 100,
"GNR_GN": 8,
"GENERATION_MATCH": -1,
"GNR_ON": -1,
"SCORE_BUCKET": "NO_CHANCE",
"SCORE_BEHAVIOR": "NAME"
},
{
"INBOUND_FEAT_ID": 1,
"INBOUND_FEAT": "Robert Smith",
"INBOUND_FEAT_USAGE_TYPE": "PRIMARY",
"CANDIDATE_FEAT_ID": 55,
"CANDIDATE_FEAT": "Bob J Smith",
"CANDIDATE_FEAT_USAGE_TYPE": "PRIMARY",
"GNR_FN": 90,
"GNR_SN": 100,
"GNR_GN": 88,
"GENERATION_MATCH": -1,
"GNR_ON": -1,
"SCORE_BUCKET": "CLOSE",
"SCORE_BEHAVIOR": "NAME"
},
{
"INBOUND_FEAT_ID": 1,
"INBOUND_FEAT": "Robert Smith",
"INBOUND_FEAT_USAGE_TYPE": "PRIMARY",
"CANDIDATE_FEAT_ID": 32,
"CANDIDATE_FEAT": "Bob Smith",
"CANDIDATE_FEAT_USAGE_TYPE": "PRIMARY",
"GNR_FN": 97,
"GNR_SN": 100,
"GNR_GN": 95,
"GENERATION_MATCH": -1,
"GNR_ON": -1,
"SCORE_BUCKET": "CLOSE",
"SCORE_BEHAVIOR": "NAME"
}
],
"PHONE": [
{
"INBOUND_FEAT_ID": 4,
"INBOUND_FEAT": "702-919-1300",
"INBOUND_FEAT_USAGE_TYPE": "HOME",
"CANDIDATE_FEAT_ID": 4,
"CANDIDATE_FEAT": "702-919-1300",
"CANDIDATE_FEAT_USAGE_TYPE": "MOBILE",
"FULL_SCORE": 100,
"SCORE_BUCKET": "SAME",
"SCORE_BEHAVIOR": "FF"
}
],
"RECORD_TYPE": [
{
"INBOUND_FEAT_ID": 30,
"INBOUND_FEAT": "PERSON",
"INBOUND_FEAT_USAGE_TYPE": "",
"CANDIDATE_FEAT_ID": 30,
"CANDIDATE_FEAT": "PERSON",
"CANDIDATE_FEAT_USAGE_TYPE": "",
"FULL_SCORE": 100,
"SCORE_BUCKET": "SAME",
"SCORE_BEHAVIOR": "FVME"
}
]
}
}
},
{
"INTERNAL_ID": 2,
"ENTITY_ID": 1,
"FOCUS_RECORDS": [
{
"DATA_SOURCE": "CUSTOMERS",
"RECORD_ID": "1002"
}
],
"MATCH_INFO": {
"WHY_KEY": "+NAME+DOB+ADDRESS+PHONE",
"WHY_ERRULE_CODE": "MFF_LNAME_CEXCL",
"MATCH_LEVEL_CODE": "RESOLVED",
"CANDIDATE_KEYS": {
"ADDR_KEY": [
{
"FEAT_ID": 54,
"FEAT_DESC": "1515|ATL||LS FKS"
}
],
"NAME_KEY": [
{
"FEAT_ID": 11,
"FEAT_DESC": "RBRT|SM0"
},
{
"FEAT_ID": 12,
"FEAT_DESC": "RBRT|SM0|ADDRESS.CITY_STD=LS FKS"
},
{
"FEAT_ID": 17,
"FEAT_DESC": "SM0|SM0|DOB.MMDD_HASH=1211"
},
{
"FEAT_ID": 18,
"FEAT_DESC": "SM0|SM0|PHONE.PHONE_LAST_5=91300"
},
{
"FEAT_ID": 20,
"FEAT_DESC": "RBRT|SM0|PHONE.PHONE_LAST_5=91300"
},
{
"FEAT_ID": 21,
"FEAT_DESC": "SM0|SM0|ADDRESS.CITY_STD=LS FKS"
},
{
"FEAT_ID": 22,
"FEAT_DESC": "SM0|SM0|DOB=71211"
},
{
"FEAT_ID": 23,
"FEAT_DESC": "RBRT|SM0|DOB.MMDD_HASH=1211"
},
{
"FEAT_ID": 25,
"FEAT_DESC": "RBRT|SM0|DOB=71211"
},
{
"FEAT_ID": 35,
"FEAT_DESC": "BB|BB"
},
{
"FEAT_ID": 36,
"FEAT_DESC": "BB|SM0|DOB=71211"
},
{
"FEAT_ID": 37,
"FEAT_DESC": "BB|SM0"
},
{
"FEAT_ID": 39,
"FEAT_DESC": "BB|SM0|DOB.MMDD_HASH=1211"
},
{
"FEAT_ID": 46,
"FEAT_DESC": "BB|BB|DOB=71211"
},
{
"FEAT_ID": 48,
"FEAT_DESC": "BB|BB|DOB.MMDD_HASH=1211"
}
],
"PHONE": [
{
"FEAT_ID": 4,
"FEAT_DESC": "702-919-1300"
}
],
"PHONE_KEY": [
{
"FEAT_ID": 29,
"FEAT_DESC": "7029191300"
}
]
},
"FEATURE_SCORES": {
"ADDRESS": [
{
"INBOUND_FEAT_ID": 34,
"INBOUND_FEAT": "1515 Adela Lane Las Vegas NV 89111",
"INBOUND_FEAT_USAGE_TYPE": "HOME",
"CANDIDATE_FEAT_ID": 76,
"CANDIDATE_FEAT": "1515 Adela Ln Las Vegas NV 89132",
"CANDIDATE_FEAT_USAGE_TYPE": "HOME",
"FULL_SCORE": 96,
"SCORE_BUCKET": "CLOSE",
"SCORE_BEHAVIOR": "FF"
},
{
"INBOUND_FEAT_ID": 34,
"INBOUND_FEAT": "1515 Adela Lane Las Vegas NV 89111",
"INBOUND_FEAT_USAGE_TYPE": "HOME",
"CANDIDATE_FEAT_ID": 3,
"CANDIDATE_FEAT": "123 Main Street, Las Vegas NV 89132",
"CANDIDATE_FEAT_USAGE_TYPE": "MAILING",
"FULL_SCORE": 42,
"SCORE_BUCKET": "NO_CHANCE",
"SCORE_BEHAVIOR": "FF"
}
],
"DOB": [
{
"INBOUND_FEAT_ID": 33,
"INBOUND_FEAT": "11/12/1978",
"INBOUND_FEAT_USAGE_TYPE": "",
"CANDIDATE_FEAT_ID": 75,
"CANDIDATE_FEAT": "11/12/1979",
"CANDIDATE_FEAT_USAGE_TYPE": "",
"FULL_SCORE": 92,
"SCORE_BUCKET": "CLOSE",
"SCORE_BEHAVIOR": "FMES"
},
{
"INBOUND_FEAT_ID": 33,
"INBOUND_FEAT": "11/12/1978",
"INBOUND_FEAT_USAGE_TYPE": "",
"CANDIDATE_FEAT_ID": 2,
"CANDIDATE_FEAT": "12/11/1978",
"CANDIDATE_FEAT_USAGE_TYPE": "",
"FULL_SCORE": 95,
"SCORE_BUCKET": "CLOSE",
"SCORE_BEHAVIOR": "FMES"
}
],
"NAME": [
{
"INBOUND_FEAT_ID": 32,
"INBOUND_FEAT": "Bob Smith",
"INBOUND_FEAT_USAGE_TYPE": "PRIMARY",
"CANDIDATE_FEAT_ID": 74,
"CANDIDATE_FEAT": "B Smith",
"CANDIDATE_FEAT_USAGE_TYPE": "PRIMARY",
"GNR_FN": 92,
"GNR_SN": 100,
"GNR_GN": 85,
"GENERATION_MATCH": -1,
"GNR_ON": -1,
"SCORE_BUCKET": "CLOSE",
"SCORE_BEHAVIOR": "NAME"
},
{
"INBOUND_FEAT_ID": 32,
"INBOUND_FEAT": "Bob Smith",
"INBOUND_FEAT_USAGE_TYPE": "PRIMARY",
"CANDIDATE_FEAT_ID": 55,
"CANDIDATE_FEAT": "Bob J Smith",
"CANDIDATE_FEAT_USAGE_TYPE": "PRIMARY",
"GNR_FN": 93,
"GNR_SN": 100,
"GNR_GN": 93,
"GENERATION_MATCH": -1,
"GNR_ON": -1,
"SCORE_BUCKET": "CLOSE",
"SCORE_BEHAVIOR": "NAME"
},
{
"INBOUND_FEAT_ID": 32,
"INBOUND_FEAT": "Bob Smith",
"INBOUND_FEAT_USAGE_TYPE": "PRIMARY",
"CANDIDATE_FEAT_ID": 1,
"CANDIDATE_FEAT": "Robert Smith",
"CANDIDATE_FEAT_USAGE_TYPE": "PRIMARY",
"GNR_FN": 97,
"GNR_SN": 100,
"GNR_GN": 95,
"GENERATION_MATCH": -1,
"GNR_ON": -1,
"SCORE_BUCKET": "CLOSE",
"SCORE_BEHAVIOR": "NAME"
}
],
"PHONE": [
{
"INBOUND_FEAT_ID": 4,
"INBOUND_FEAT": "702-919-1300",
"INBOUND_FEAT_USAGE_TYPE": "MOBILE",
"CANDIDATE_FEAT_ID": 4,
"CANDIDATE_FEAT": "702-919-1300",
"CANDIDATE_FEAT_USAGE_TYPE": "HOME",
"FULL_SCORE": 100,
"SCORE_BUCKET": "SAME",
"SCORE_BEHAVIOR": "FF"
}
],
"RECORD_TYPE": [
{
"INBOUND_FEAT_ID": 30,
"INBOUND_FEAT": "PERSON",
"INBOUND_FEAT_USAGE_TYPE": "",
"CANDIDATE_FEAT_ID": 30,
"CANDIDATE_FEAT": "PERSON",
"CANDIDATE_FEAT_USAGE_TYPE": "",
"FULL_SCORE": 100,
"SCORE_BUCKET": "SAME",
"SCORE_BEHAVIOR": "FVME"
}
]
}
}
},
{
"INTERNAL_ID": 3,
"ENTITY_ID": 1,
"FOCUS_RECORDS": [
{
"DATA_SOURCE": "CUSTOMERS",
"RECORD_ID": "1003"
}
],
"MATCH_INFO": {
"WHY_KEY": "+NAME+DOB+EMAIL",
"WHY_ERRULE_CODE": "SF1_PNAME_CSTAB",
"MATCH_LEVEL_CODE": "RESOLVED",
"CANDIDATE_KEYS": {
"DOB": [
{
"FEAT_ID": 2,
"FEAT_DESC": "12/11/1978"
}
],
"EMAIL": [
{
"FEAT_ID": 5,
"FEAT_DESC": "[email protected]"
}
],
"EMAIL_KEY": [
{
"FEAT_ID": 31,
"FEAT_DESC": "[email protected]"
}
],
"NAME_KEY": [
{
"FEAT_ID": 7,
"FEAT_DESC": "SM0|SM0|DOB.MMYY_HASH=1278"
},
{
"FEAT_ID": 8,
"FEAT_DESC": "RBRT|SM0|DOB.MMYY_HASH=1278"
},
{
"FEAT_ID": 11,
"FEAT_DESC": "RBRT|SM0"
},
{
"FEAT_ID": 17,
"FEAT_DESC": "SM0|SM0|DOB.MMDD_HASH=1211"
},
{
"FEAT_ID": 22,
"FEAT_DESC": "SM0|SM0|DOB=71211"
},
{
"FEAT_ID": 23,
"FEAT_DESC": "RBRT|SM0|DOB.MMDD_HASH=1211"
},
{
"FEAT_ID": 25,
"FEAT_DESC": "RBRT|SM0|DOB=71211"
},
{
"FEAT_ID": 35,
"FEAT_DESC": "BB|BB"
},
{
"FEAT_ID": 36,
"FEAT_DESC": "BB|SM0|DOB=71211"
},
{
"FEAT_ID": 37,
"FEAT_DESC": "BB|SM0"
},
{
"FEAT_ID": 39,
"FEAT_DESC": "BB|SM0|DOB.MMDD_HASH=1211"
},
{
"FEAT_ID": 46,
"FEAT_DESC": "BB|BB|DOB=71211"
},
{
"FEAT_ID": 48,
"FEAT_DESC": "BB|BB|DOB.MMDD_HASH=1211"
}
]
},
"FEATURE_SCORES": {
"DOB": [
{
"INBOUND_FEAT_ID": 2,
"INBOUND_FEAT": "12/11/1978",
"INBOUND_FEAT_USAGE_TYPE": "",
"CANDIDATE_FEAT_ID": 2,
"CANDIDATE_FEAT": "12/11/1978",
"CANDIDATE_FEAT_USAGE_TYPE": "",
"FULL_SCORE": 100,
"SCORE_BUCKET": "SAME",
"SCORE_BEHAVIOR": "FMES"
}
],
"EMAIL": [
{
"INBOUND_FEAT_ID": 5,
"INBOUND_FEAT": "[email protected]",
"INBOUND_FEAT_USAGE_TYPE": "",
"CANDIDATE_FEAT_ID": 5,
"CANDIDATE_FEAT": "[email protected]",
"CANDIDATE_FEAT_USAGE_TYPE": "",
"FULL_SCORE": 100,
"SCORE_BUCKET": "SAME",
"SCORE_BEHAVIOR": "F1"
}
],
"NAME": [
{
"INBOUND_FEAT_ID": 55,
"INBOUND_FEAT": "Bob J Smith",
"INBOUND_FEAT_USAGE_TYPE": "PRIMARY",
"CANDIDATE_FEAT_ID": 74,
"CANDIDATE_FEAT": "B Smith",
"CANDIDATE_FEAT_USAGE_TYPE": "PRIMARY",
"GNR_FN": 85,
"GNR_SN": 100,
"GNR_GN": 79,
"GENERATION_MATCH": -1,
"GNR_ON": -1,
"SCORE_BUCKET": "LIKELY",
"SCORE_BEHAVIOR": "NAME"
},
{
"INBOUND_FEAT_ID": 55,
"INBOUND_FEAT": "Bob J Smith",
"INBOUND_FEAT_USAGE_TYPE": "PRIMARY",
"CANDIDATE_FEAT_ID": 32,
"CANDIDATE_FEAT": "Bob Smith",
"CANDIDATE_FEAT_USAGE_TYPE": "PRIMARY",
"GNR_FN": 93,
"GNR_SN": 100,
"GNR_GN": 93,
"GENERATION_MATCH": -1,
"GNR_ON": -1,
"SCORE_BUCKET": "CLOSE",
"SCORE_BEHAVIOR": "NAME"
},
{
"INBOUND_FEAT_ID": 55,
"INBOUND_FEAT": "Bob J Smith",
"INBOUND_FEAT_USAGE_TYPE": "PRIMARY",
"CANDIDATE_FEAT_ID": 1,
"CANDIDATE_FEAT": "Robert Smith",
"CANDIDATE_FEAT_USAGE_TYPE": "PRIMARY",
"GNR_FN": 90,
"GNR_SN": 100,
"GNR_GN": 88,
"GENERATION_MATCH": -1,
"GNR_ON": -1,
"SCORE_BUCKET": "CLOSE",
"SCORE_BEHAVIOR": "NAME"
}
],
"RECORD_TYPE": [
{
"INBOUND_FEAT_ID": 30,
"INBOUND_FEAT": "PERSON",
"INBOUND_FEAT_USAGE_TYPE": "",
"CANDIDATE_FEAT_ID": 30,
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},
{
"FEAT_DESC": "SM0|SM0|DOB.MMYY_HASH=1278",
"LIB_FEAT_ID": 7,
"FEAT_DESC_VALUES": [
{
"FEAT_DESC": "SM0|SM0|DOB.MMYY_HASH=1278",
"LIB_FEAT_ID": 7,
"USED_FOR_CAND": "Y",
"USED_FOR_SCORING": "N",
"ENTITY_COUNT": 1,
"CANDIDATE_CAP_REACHED": "N",
"SCORING_CAP_REACHED": "N",
"SUPPRESSED": "N"
}
]
},
{
"FEAT_DESC": "SM0|SM0|DOB=71211",
"LIB_FEAT_ID": 22,
"FEAT_DESC_VALUES": [
{
"FEAT_DESC": "SM0|SM0|DOB=71211",
"LIB_FEAT_ID": 22,
"USED_FOR_CAND": "Y",
"USED_FOR_SCORING": "N",
"ENTITY_COUNT": 1,
"CANDIDATE_CAP_REACHED": "N",
"SCORING_CAP_REACHED": "N",
"SUPPRESSED": "N"
}
]
},
{
"FEAT_DESC": "SM0|SM0|PHONE.PHONE_LAST_5=91300",
"LIB_FEAT_ID": 18,
"FEAT_DESC_VALUES": [
{
"FEAT_DESC": "SM0|SM0|PHONE.PHONE_LAST_5=91300",
"LIB_FEAT_ID": 18,
"USED_FOR_CAND": "Y",
"USED_FOR_SCORING": "N",
"ENTITY_COUNT": 1,
"CANDIDATE_CAP_REACHED": "N",
"SCORING_CAP_REACHED": "N",
"SUPPRESSED": "N"
}
]
},
{
"FEAT_DESC": "SM0|SM0|POST=89111",
"LIB_FEAT_ID": 40,
"FEAT_DESC_VALUES": [
{
"FEAT_DESC": "SM0|SM0|POST=89111",
"LIB_FEAT_ID": 40,
"USED_FOR_CAND": "Y",
"USED_FOR_SCORING": "N",
"ENTITY_COUNT": 1,
"CANDIDATE_CAP_REACHED": "N",
"SCORING_CAP_REACHED": "N",
"SUPPRESSED": "N"
}
]
},
{
"FEAT_DESC": "SM0|SM0|POST=89132",
"LIB_FEAT_ID": 14,
"FEAT_DESC_VALUES": [
{
"FEAT_DESC": "SM0|SM0|POST=89132",
"LIB_FEAT_ID": 14,
"USED_FOR_CAND": "Y",
"USED_FOR_SCORING": "N",
"ENTITY_COUNT": 3,
"CANDIDATE_CAP_REACHED": "N",
"SCORING_CAP_REACHED": "N",
"SUPPRESSED": "N"
}
]
}
],
"PHONE": [
{
"FEAT_DESC": "702-919-1300",
"LIB_FEAT_ID": 4,
"USAGE_TYPE": "HOME",
"FEAT_DESC_VALUES": [
{
"FEAT_DESC": "702-919-1300",
"LIB_FEAT_ID": 4,
"USED_FOR_CAND": "Y",
"USED_FOR_SCORING": "Y",
"ENTITY_COUNT": 1,
"CANDIDATE_CAP_REACHED": "N",
"SCORING_CAP_REACHED": "N",
"SUPPRESSED": "N"
}
]
},
{
"FEAT_DESC": "702-919-1300",
"LIB_FEAT_ID": 4,
"USAGE_TYPE": "MOBILE",
"FEAT_DESC_VALUES": [
{
"FEAT_DESC": "702-919-1300",
"LIB_FEAT_ID": 4,
"USED_FOR_CAND": "Y",
"USED_FOR_SCORING": "Y",
"ENTITY_COUNT": 1,
"CANDIDATE_CAP_REACHED": "N",
"SCORING_CAP_REACHED": "N",
"SUPPRESSED": "N"
}
]
}
],
"PHONE_KEY": [
{
"FEAT_DESC": "7029191300",
"LIB_FEAT_ID": 29,
"FEAT_DESC_VALUES": [
{
"FEAT_DESC": "7029191300",
"LIB_FEAT_ID": 29,
"USED_FOR_CAND": "Y",
"USED_FOR_SCORING": "N",
"ENTITY_COUNT": 1,
"CANDIDATE_CAP_REACHED": "N",
"SCORING_CAP_REACHED": "N",
"SUPPRESSED": "N"
}
]
}
],
"RECORD_TYPE": [
{
"FEAT_DESC": "PERSON",
"LIB_FEAT_ID": 30,
"FEAT_DESC_VALUES": [
{
"FEAT_DESC": "PERSON",
"LIB_FEAT_ID": 30,
"USED_FOR_CAND": "N",
"USED_FOR_SCORING": "Y",
"ENTITY_COUNT": 81,
"CANDIDATE_CAP_REACHED": "N",
"SCORING_CAP_REACHED": "N",
"SUPPRESSED": "N"
}
]
}
]
},
"RECORD_SUMMARY": [
{
"DATA_SOURCE": "CUSTOMERS",
"RECORD_COUNT": 4,
"FIRST_SEEN_DT": "2022-12-16 23:01:29.560",
"LAST_SEEN_DT": "2022-12-16 23:01:29.584"
}
],
"LAST_SEEN_DT": "2022-12-16 23:01:29.584",
"RECORDS": [
{
"DATA_SOURCE": "CUSTOMERS",
"RECORD_ID": "1004",
"ENTITY_TYPE": "GENERIC",
"INTERNAL_ID": 4,
"ENTITY_KEY": "27EB831065949BD567D1E92681CA4ACD8C0FF1AA",
"ENTITY_DESC": "B Smith",
"MATCH_KEY": "",
"MATCH_LEVEL": 0,
"MATCH_LEVEL_CODE": "",
"ERRULE_CODE": "",
"LAST_SEEN_DT": "2022-12-16 23:01:29.584",
"FEATURES": [
{
"LIB_FEAT_ID": 5
},
{
"LIB_FEAT_ID": 6
},
{
"LIB_FEAT_ID": 14
},
{
"LIB_FEAT_ID": 17
},
{
"LIB_FEAT_ID": 21
},
{
"LIB_FEAT_ID": 22
},
{
"LIB_FEAT_ID": 30
},
{
"LIB_FEAT_ID": 31
},
{
"LIB_FEAT_ID": 54
},
{
"LIB_FEAT_ID": 74,
"USAGE_TYPE": "PRIMARY"
},
{
"LIB_FEAT_ID": 75
},
{
"LIB_FEAT_ID": 76,
"USAGE_TYPE": "HOME"
},
{
"LIB_FEAT_ID": 77
},
{
"LIB_FEAT_ID": 78
},
{
"LIB_FEAT_ID": 79
},
{
"LIB_FEAT_ID": 80
},
{
"LIB_FEAT_ID": 81
},
{
"LIB_FEAT_ID": 82
},
{
"LIB_FEAT_ID": 83
},
{
"LIB_FEAT_ID": 84
},
{
"LIB_FEAT_ID": 85
},
{
"LIB_FEAT_ID": 86
},
{
"LIB_FEAT_ID": 87
},
{
"LIB_FEAT_ID": 88
},
{
"LIB_FEAT_ID": 89
},
{
"LIB_FEAT_ID": 90
}
]
},
{
"DATA_SOURCE": "CUSTOMERS",
"RECORD_ID": "1001",
"ENTITY_TYPE": "GENERIC",
"INTERNAL_ID": 1,
"ENTITY_KEY": "53C913F04DF04CA474389042F731333F92DCD3E7",
"ENTITY_DESC": "Robert Smith",
"MATCH_KEY": "+NAME+DOB+PHONE+EMAIL",
"MATCH_LEVEL": 1,
"MATCH_LEVEL_CODE": "RESOLVED",
"ERRULE_CODE": "SF1_SNAME_CFF_CSTAB",
"LAST_SEEN_DT": "2022-12-16 23:01:29.560",
"FEATURES": [
{
"LIB_FEAT_ID": 1,
"USAGE_TYPE": "PRIMARY"
},
{
"LIB_FEAT_ID": 2
},
{
"LIB_FEAT_ID": 3,
"USAGE_TYPE": "MAILING"
},
{
"LIB_FEAT_ID": 4,
"USAGE_TYPE": "HOME"
},
{
"LIB_FEAT_ID": 5
},
{
"LIB_FEAT_ID": 6
},
{
"LIB_FEAT_ID": 7
},
{
"LIB_FEAT_ID": 8
},
{
"LIB_FEAT_ID": 9
},
{
"LIB_FEAT_ID": 10
},
{
"LIB_FEAT_ID": 11
},
{
"LIB_FEAT_ID": 12
},
{
"LIB_FEAT_ID": 13
},
{
"LIB_FEAT_ID": 14
},
{
"LIB_FEAT_ID": 15
},
{
"LIB_FEAT_ID": 16
},
{
"LIB_FEAT_ID": 17
},
{
"LIB_FEAT_ID": 18
},
{
"LIB_FEAT_ID": 19
},
{
"LIB_FEAT_ID": 20
},
{
"LIB_FEAT_ID": 21
},
{
"LIB_FEAT_ID": 22
},
{
"LIB_FEAT_ID": 23
},
{
"LIB_FEAT_ID": 24
},
{
"LIB_FEAT_ID": 25
},
{
"LIB_FEAT_ID": 26
},
{
"LIB_FEAT_ID": 27
},
{
"LIB_FEAT_ID": 28
},
{
"LIB_FEAT_ID": 29
},
{
"LIB_FEAT_ID": 30
},
{
"LIB_FEAT_ID": 31
}
]
},
{
"DATA_SOURCE": "CUSTOMERS",
"RECORD_ID": "1002",
"ENTITY_TYPE": "GENERIC",
"INTERNAL_ID": 2,
"ENTITY_KEY": "E417012A90D71444C2E190FAF313DA88C5E663B9",
"ENTITY_DESC": "Bob Smith",
"MATCH_KEY": "+NAME+DOB+ADDRESS",
"MATCH_LEVEL": 1,
"MATCH_LEVEL_CODE": "RESOLVED",
"ERRULE_CODE": "CNAME_CFF_CEXCL",
"LAST_SEEN_DT": "2022-12-16 23:01:29.566",
"FEATURES": [
{
"LIB_FEAT_ID": 4,
"USAGE_TYPE": "MOBILE"
},
{
"LIB_FEAT_ID": 6
},
{
"LIB_FEAT_ID": 11
},
{
"LIB_FEAT_ID": 12
},
{
"LIB_FEAT_ID": 17
},
{
"LIB_FEAT_ID": 18
},
{
"LIB_FEAT_ID": 20
},
{
"LIB_FEAT_ID": 21
},
{
"LIB_FEAT_ID": 22
},
{
"LIB_FEAT_ID": 23
},
{
"LIB_FEAT_ID": 25
},
{
"LIB_FEAT_ID": 29
},
{
"LIB_FEAT_ID": 30
},
{
"LIB_FEAT_ID": 32,
"USAGE_TYPE": "PRIMARY"
},
{
"LIB_FEAT_ID": 33
},
{
"LIB_FEAT_ID": 34,
"USAGE_TYPE": "HOME"
},
{
"LIB_FEAT_ID": 35
},
{
"LIB_FEAT_ID": 36
},
{
"LIB_FEAT_ID": 37
},
{
"LIB_FEAT_ID": 38
},
{
"LIB_FEAT_ID": 39
},
{
"LIB_FEAT_ID": 40
},
{
"LIB_FEAT_ID": 41
},
{
"LIB_FEAT_ID": 42
},
{
"LIB_FEAT_ID": 43
},
{
"LIB_FEAT_ID": 44
},
{
"LIB_FEAT_ID": 45
},
{
"LIB_FEAT_ID": 46
},
{
"LIB_FEAT_ID": 47
},
{
"LIB_FEAT_ID": 48
},
{
"LIB_FEAT_ID": 49
},
{
"LIB_FEAT_ID": 50
},
{
"LIB_FEAT_ID": 51
},
{
"LIB_FEAT_ID": 52
},
{
"LIB_FEAT_ID": 53
},
{
"LIB_FEAT_ID": 54
}
]
},
{
"DATA_SOURCE": "CUSTOMERS",
"RECORD_ID": "1003",
"ENTITY_TYPE": "GENERIC",
"INTERNAL_ID": 3,
"ENTITY_KEY": "B327B02717D7515EC96319C0A0AD680FE532E27E",
"ENTITY_DESC": "Bob J Smith",
"MATCH_KEY": "+NAME+DOB+EMAIL",
"MATCH_LEVEL": 1,
"MATCH_LEVEL_CODE": "RESOLVED",
"ERRULE_CODE": "SF1_PNAME_CSTAB",
"LAST_SEEN_DT": "2022-12-16 23:01:29.577",
"FEATURES": [
{
"LIB_FEAT_ID": 2
},
{
"LIB_FEAT_ID": 5
},
{
"LIB_FEAT_ID": 6
},
{
"LIB_FEAT_ID": 7
},
{
"LIB_FEAT_ID": 8
},
{
"LIB_FEAT_ID": 11
},
{
"LIB_FEAT_ID": 17
},
{
"LIB_FEAT_ID": 22
},
{
"LIB_FEAT_ID": 23
},
{
"LIB_FEAT_ID": 25
},
{
"LIB_FEAT_ID": 30
},
{
"LIB_FEAT_ID": 31
},
{
"LIB_FEAT_ID": 35
},
{
"LIB_FEAT_ID": 36
},
{
"LIB_FEAT_ID": 37
},
{
"LIB_FEAT_ID": 39
},
{
"LIB_FEAT_ID": 46
},
{
"LIB_FEAT_ID": 48
},
{
"LIB_FEAT_ID": 55,
"USAGE_TYPE": "PRIMARY"
},
{
"LIB_FEAT_ID": 56
},
{
"LIB_FEAT_ID": 57
},
{
"LIB_FEAT_ID": 58
},
{
"LIB_FEAT_ID": 59
},
{
"LIB_FEAT_ID": 60
},
{
"LIB_FEAT_ID": 61
},
{
"LIB_FEAT_ID": 62
},
{
"LIB_FEAT_ID": 63
},
{
"LIB_FEAT_ID": 64
},
{
"LIB_FEAT_ID": 65
},
{
"LIB_FEAT_ID": 66
},
{
"LIB_FEAT_ID": 67
},
{
"LIB_FEAT_ID": 68
},
{
"LIB_FEAT_ID": 69
},
{
"LIB_FEAT_ID": 70
},
{
"LIB_FEAT_ID": 71
},
{
"LIB_FEAT_ID": 72
},
{
"LIB_FEAT_ID": 73
}
]
}
]
},
"RELATED_ENTITIES": [
{
"ENTITY_ID": 5,
"MATCH_LEVEL": 2,
"MATCH_LEVEL_CODE": "POSSIBLY_SAME",
"MATCH_KEY": "+NAME+ADDRESS-DOB",
"ERRULE_CODE": "CNAME_CFF_DEXCL",
"IS_DISCLOSED": 0,
"IS_AMBIGUOUS": 0,
"ENTITY_NAME": "Robert E Smith Sr",
"RECORD_SUMMARY": [
{
"DATA_SOURCE": "CUSTOMERS",
"RECORD_COUNT": 1,
"FIRST_SEEN_DT": "2022-12-16 23:01:29.591",
"LAST_SEEN_DT": "2022-12-16 23:01:29.591"
},
{
"DATA_SOURCE": "WATCHLIST",
"RECORD_COUNT": 1,
"FIRST_SEEN_DT": "2022-12-16 23:01:37.096",
"LAST_SEEN_DT": "2022-12-16 23:01:37.096"
}
],
"LAST_SEEN_DT": "2022-12-16 23:01:37.096"
},
{
"ENTITY_ID": 100002,
"MATCH_LEVEL": 3,
"MATCH_LEVEL_CODE": "POSSIBLY_RELATED",
"MATCH_KEY": "+ADDRESS+SURNAME",
"ERRULE_CODE": "CFF_SURNAME",
"IS_DISCLOSED": 0,
"IS_AMBIGUOUS": 0,
"ENTITY_NAME": "Patricia Smith",
"RECORD_SUMMARY": [
{
"DATA_SOURCE": "WATCHLIST",
"RECORD_COUNT": 1,
"FIRST_SEEN_DT": "2022-12-16 23:01:37.149",
"LAST_SEEN_DT": "2022-12-16 23:01:37.149"
}
],
"LAST_SEEN_DT": "2022-12-16 23:01:37.149"
}
]
}
]
}
whyEntityByEntityID
whyEntityByEntityID() determines why records resolved to an ENTITY_ID.
Returns a JSON document that gives the results of the record analysis.
It has a “WHY_KEY”, which is similar to a match key, in defining the relevant connected data. It shows candidate keys for features that initially cause the records to be analyzed for a relationship, plus a series of feature scores that show how similar the feature data was.
The response JSON document also contains a separate ENTITIES section, with the full information about the resolved entity.
The recommended composite flag is G2_WHY_ENTITY_DEFAULT_FLAGS.
Additional recommended flags are G2_ENTITY_OPTION_INCLUDE_INTERNAL_FEATURES and G2_ENTITY_OPTION_INCLUDE_FEATURE_STATS, which provide detailed feature data that is useful for understanding the WHY_RESULTS data.
g2_engine.whyEntityByEntityID(entity_id, response_bytearray, g2_engine_flags)
Parameters
- entity_id (str) The ENTITY_ID for the entity to be analyzed.
- response_bytearray: (bytearray) Object to store the output of the method.
- g2_engine_flags: (int [optional]) One or more flags used to determine response document content. Applicable flags are listed here why* flags )
Click to expand whyEntityByEntityID() example Click to collapse
Example
#! /usr/bin/env python3
from senzing import G2Engine, G2Exception
import json
# REPLACE /home/user/your_project with the path to your Senzing project
senzing_engine_configuration_json = '{ "PIPELINE": { "CONFIGPATH": "/home/user/your_project/etc", "SUPPORTPATH": "/home/user/your_project/data", "RESOURCEPATH": "/home/user/your_project/resources" }, "SQL": { "CONNECTION": "sqlite3://na:na@/home/user/your_project/var/sqlite/G2C.db" } }'
g2_engine = G2Engine()
entity_id = 1
response_bytearray = bytearray()
try:
g2_engine.init("G2Engine", senzing_engine_configuration_json)
g2_engine.whyEntityByEntityID(
entity_id,
response_bytearray)
g2_engine.destroy()
print(response_bytearray.decode())
except G2Exception as err:
print(err)
Output
{
"WHY_RESULTS": [
{
"INTERNAL_ID": 1,
"ENTITY_ID": 1,
"FOCUS_RECORDS": [
{
"DATA_SOURCE": "CUSTOMERS",
"RECORD_ID": "1001"
}
],
"MATCH_INFO": {
"WHY_KEY": "+NAME+DOB+PHONE+EMAIL",
"WHY_ERRULE_CODE": "SF1_SNAME_CFF_CSTAB",
"MATCH_LEVEL_CODE": "RESOLVED",
"CANDIDATE_KEYS": {
"DOB": [
{
"FEAT_ID": 2,
"FEAT_DESC": "12/11/1978"
}
],
"EMAIL": [
{
"FEAT_ID": 5,
"FEAT_DESC": "[email protected]"
}
],
"EMAIL_KEY": [
{
"FEAT_ID": 31,
"FEAT_DESC": "[email protected]"
}
],
"NAME_KEY": [
{
"FEAT_ID": 7,
"FEAT_DESC": "SM0|SM0|DOB.MMYY_HASH=1278"
},
{
"FEAT_ID": 8,
"FEAT_DESC": "RBRT|SM0|DOB.MMYY_HASH=1278"
},
{
"FEAT_ID": 11,
"FEAT_DESC": "RBRT|SM0"
},
{
"FEAT_ID": 12,
"FEAT_DESC": "RBRT|SM0|ADDRESS.CITY_STD=LS FKS"
},
{
"FEAT_ID": 14,
"FEAT_DESC": "SM0|SM0|POST=89132"
},
{
"FEAT_ID": 17,
"FEAT_DESC": "SM0|SM0|DOB.MMDD_HASH=1211"
},
{
"FEAT_ID": 18,
"FEAT_DESC": "SM0|SM0|PHONE.PHONE_LAST_5=91300"
},
{
"FEAT_ID": 20,
"FEAT_DESC": "RBRT|SM0|PHONE.PHONE_LAST_5=91300"
},
{
"FEAT_ID": 21,
"FEAT_DESC": "SM0|SM0|ADDRESS.CITY_STD=LS FKS"
},
{
"FEAT_ID": 22,
"FEAT_DESC": "SM0|SM0|DOB=71211"
},
{
"FEAT_ID": 23,
"FEAT_DESC": "RBRT|SM0|DOB.MMDD_HASH=1211"
},
{
"FEAT_ID": 25,
"FEAT_DESC": "RBRT|SM0|DOB=71211"
}
],
"PHONE": [
{
"FEAT_ID": 4,
"FEAT_DESC": "702-919-1300"
}
],
"PHONE_KEY": [
{
"FEAT_ID": 29,
"FEAT_DESC": "7029191300"
}
]
},
"FEATURE_SCORES": {
"ADDRESS": [
{
"INBOUND_FEAT_ID": 3,
"INBOUND_FEAT": "123 Main Street, Las Vegas NV 89132",
"INBOUND_FEAT_USAGE_TYPE": "MAILING",
"CANDIDATE_FEAT_ID": 76,
"CANDIDATE_FEAT": "1515 Adela Ln Las Vegas NV 89132",
"CANDIDATE_FEAT_USAGE_TYPE": "HOME",
"FULL_SCORE": 33,
"SCORE_BUCKET": "NO_CHANCE",
"SCORE_BEHAVIOR": "FF"
},
{
"INBOUND_FEAT_ID": 3,
"INBOUND_FEAT": "123 Main Street, Las Vegas NV 89132",
"INBOUND_FEAT_USAGE_TYPE": "MAILING",
"CANDIDATE_FEAT_ID": 34,
"CANDIDATE_FEAT": "1515 Adela Lane Las Vegas NV 89111",
"CANDIDATE_FEAT_USAGE_TYPE": "HOME",
"FULL_SCORE": 42,
"SCORE_BUCKET": "NO_CHANCE",
"SCORE_BEHAVIOR": "FF"
}
],
"DOB": [
{
"INBOUND_FEAT_ID": 2,
"INBOUND_FEAT": "12/11/1978",
"INBOUND_FEAT_USAGE_TYPE": "",
"CANDIDATE_FEAT_ID": 2,
"CANDIDATE_FEAT": "12/11/1978",
"CANDIDATE_FEAT_USAGE_TYPE": "",
"FULL_SCORE": 100,
"SCORE_BUCKET": "SAME",
"SCORE_BEHAVIOR": "FMES"
}
],
"EMAIL": [
{
"INBOUND_FEAT_ID": 5,
"INBOUND_FEAT": "[email protected]",
"INBOUND_FEAT_USAGE_TYPE": "",
"CANDIDATE_FEAT_ID": 5,
"CANDIDATE_FEAT": "[email protected]",
"CANDIDATE_FEAT_USAGE_TYPE": "",
"FULL_SCORE": 100,
"SCORE_BUCKET": "SAME",
"SCORE_BEHAVIOR": "F1"
}
],
"NAME": [
{
"INBOUND_FEAT_ID": 1,
"INBOUND_FEAT": "Robert Smith",
"INBOUND_FEAT_USAGE_TYPE": "PRIMARY",
"CANDIDATE_FEAT_ID": 74,
"CANDIDATE_FEAT": "B Smith",
"CANDIDATE_FEAT_USAGE_TYPE": "PRIMARY",
"GNR_FN": 53,
"GNR_SN": 100,
"GNR_GN": 8,
"GENERATION_MATCH": -1,
"GNR_ON": -1,
"SCORE_BUCKET": "NO_CHANCE",
"SCORE_BEHAVIOR": "NAME"
},
{
"INBOUND_FEAT_ID": 1,
"INBOUND_FEAT": "Robert Smith",
"INBOUND_FEAT_USAGE_TYPE": "PRIMARY",
"CANDIDATE_FEAT_ID": 55,
"CANDIDATE_FEAT": "Bob J Smith",
"CANDIDATE_FEAT_USAGE_TYPE": "PRIMARY",
"GNR_FN": 90,
"GNR_SN": 100,
"GNR_GN": 88,
"GENERATION_MATCH": -1,
"GNR_ON": -1,
"SCORE_BUCKET": "CLOSE",
"SCORE_BEHAVIOR": "NAME"
},
{
"INBOUND_FEAT_ID": 1,
"INBOUND_FEAT": "Robert Smith",
"INBOUND_FEAT_USAGE_TYPE": "PRIMARY",
"CANDIDATE_FEAT_ID": 32,
"CANDIDATE_FEAT": "Bob Smith",
"CANDIDATE_FEAT_USAGE_TYPE": "PRIMARY",
"GNR_FN": 97,
"GNR_SN": 100,
"GNR_GN": 95,
"GENERATION_MATCH": -1,
"GNR_ON": -1,
"SCORE_BUCKET": "CLOSE",
"SCORE_BEHAVIOR": "NAME"
}
],
"PHONE": [
{
"INBOUND_FEAT_ID": 4,
"INBOUND_FEAT": "702-919-1300",
"INBOUND_FEAT_USAGE_TYPE": "HOME",
"CANDIDATE_FEAT_ID": 4,
"CANDIDATE_FEAT": "702-919-1300",
"CANDIDATE_FEAT_USAGE_TYPE": "MOBILE",
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{
"LIB_FEAT_ID": 48
},
{
"LIB_FEAT_ID": 49
},
{
"LIB_FEAT_ID": 50
},
{
"LIB_FEAT_ID": 51
},
{
"LIB_FEAT_ID": 52
},
{
"LIB_FEAT_ID": 53
},
{
"LIB_FEAT_ID": 54
}
]
},
{
"DATA_SOURCE": "CUSTOMERS",
"RECORD_ID": "1003",
"ENTITY_TYPE": "GENERIC",
"INTERNAL_ID": 3,
"ENTITY_KEY": "B327B02717D7515EC96319C0A0AD680FE532E27E",
"ENTITY_DESC": "Bob J Smith",
"MATCH_KEY": "+NAME+DOB+EMAIL",
"MATCH_LEVEL": 1,
"MATCH_LEVEL_CODE": "RESOLVED",
"ERRULE_CODE": "SF1_PNAME_CSTAB",
"LAST_SEEN_DT": "2022-12-16 23:01:29.577",
"FEATURES": [
{
"LIB_FEAT_ID": 2
},
{
"LIB_FEAT_ID": 5
},
{
"LIB_FEAT_ID": 6
},
{
"LIB_FEAT_ID": 7
},
{
"LIB_FEAT_ID": 8
},
{
"LIB_FEAT_ID": 11
},
{
"LIB_FEAT_ID": 17
},
{
"LIB_FEAT_ID": 22
},
{
"LIB_FEAT_ID": 23
},
{
"LIB_FEAT_ID": 25
},
{
"LIB_FEAT_ID": 30
},
{
"LIB_FEAT_ID": 31
},
{
"LIB_FEAT_ID": 35
},
{
"LIB_FEAT_ID": 36
},
{
"LIB_FEAT_ID": 37
},
{
"LIB_FEAT_ID": 39
},
{
"LIB_FEAT_ID": 46
},
{
"LIB_FEAT_ID": 48
},
{
"LIB_FEAT_ID": 55,
"USAGE_TYPE": "PRIMARY"
},
{
"LIB_FEAT_ID": 56
},
{
"LIB_FEAT_ID": 57
},
{
"LIB_FEAT_ID": 58
},
{
"LIB_FEAT_ID": 59
},
{
"LIB_FEAT_ID": 60
},
{
"LIB_FEAT_ID": 61
},
{
"LIB_FEAT_ID": 62
},
{
"LIB_FEAT_ID": 63
},
{
"LIB_FEAT_ID": 64
},
{
"LIB_FEAT_ID": 65
},
{
"LIB_FEAT_ID": 66
},
{
"LIB_FEAT_ID": 67
},
{
"LIB_FEAT_ID": 68
},
{
"LIB_FEAT_ID": 69
},
{
"LIB_FEAT_ID": 70
},
{
"LIB_FEAT_ID": 71
},
{
"LIB_FEAT_ID": 72
},
{
"LIB_FEAT_ID": 73
}
]
}
]
},
"RELATED_ENTITIES": [
{
"ENTITY_ID": 5,
"MATCH_LEVEL": 2,
"MATCH_LEVEL_CODE": "POSSIBLY_SAME",
"MATCH_KEY": "+NAME+ADDRESS-DOB",
"ERRULE_CODE": "CNAME_CFF_DEXCL",
"IS_DISCLOSED": 0,
"IS_AMBIGUOUS": 0,
"ENTITY_NAME": "Robert E Smith Sr",
"RECORD_SUMMARY": [
{
"DATA_SOURCE": "CUSTOMERS",
"RECORD_COUNT": 1,
"FIRST_SEEN_DT": "2022-12-16 23:01:29.591",
"LAST_SEEN_DT": "2022-12-16 23:01:29.591"
},
{
"DATA_SOURCE": "WATCHLIST",
"RECORD_COUNT": 1,
"FIRST_SEEN_DT": "2022-12-16 23:01:37.096",
"LAST_SEEN_DT": "2022-12-16 23:01:37.096"
}
],
"LAST_SEEN_DT": "2022-12-16 23:01:37.096"
},
{
"ENTITY_ID": 100002,
"MATCH_LEVEL": 3,
"MATCH_LEVEL_CODE": "POSSIBLY_RELATED",
"MATCH_KEY": "+ADDRESS+SURNAME",
"ERRULE_CODE": "CFF_SURNAME",
"IS_DISCLOSED": 0,
"IS_AMBIGUOUS": 0,
"ENTITY_NAME": "Patricia Smith",
"RECORD_SUMMARY": [
{
"DATA_SOURCE": "WATCHLIST",
"RECORD_COUNT": 1,
"FIRST_SEEN_DT": "2022-12-16 23:01:37.149",
"LAST_SEEN_DT": "2022-12-16 23:01:37.149"
}
],
"LAST_SEEN_DT": "2022-12-16 23:01:37.149"
}
]
}
]
}
Why (not)
whyEntities() determines why entities did not resolve or why they do relate.
g2_engine.whyEntities(entity_id_1, entity_id_2, response_bytearray, g2_engine_flags)
whyEntities
whyEntities() determines why entities did not resolve or why they do relate.
Parameters
- entity_id_1: The entity ID for the first entity.
- entity_id_2: The entity ID for the second entity.
- response_bytearray: (bytearray) Object to store the output of the method.
- g2_engine_flags: (int [optional]) One or more flags used to determine response document content. Applicable flags are listed here why* flags )
Click to expand `whyEntities()` example Click to collapse
Example
response_bytearray = bytearray()
try:
g2_engine.whyEntities(
entity_id_1,
entity_id_2,
response_bytearray)
except G2Exception as err:
print(err)
print(response_bytearray.decode())
Output
{
"WHY_RESULTS": [
{
"ENTITY_ID": 1,
"ENTITY_ID_2": 100002,
"MATCH_INFO": {
"WHY_KEY": "+SURNAME+ADDRESS",
"WHY_ERRULE_CODE": "CFF_SURNAME",
"MATCH_LEVEL_CODE": "POSSIBLY_RELATED",
"CANDIDATE_KEYS": {
"ADDR_KEY": [
{
"FEAT_ID": 90,
"FEAT_DESC": "1515|ATL||89132"
}
],
"NAME_KEY": [
{
"FEAT_ID": 14,
"FEAT_DESC": "SM0|SM0|POST=89132"
}
]
},
"DISCLOSED_RELATIONS": {},
"FEATURE_SCORES": {
"ADDRESS": [
{
"INBOUND_FEAT_ID": 76,
"INBOUND_FEAT": "1515 Adela Ln Las Vegas NV 89132",
"INBOUND_FEAT_USAGE_TYPE": "HOME",
"CANDIDATE_FEAT_ID": 100033,
"CANDIDATE_FEAT": "1515 Adela Ln, LV, NV 89132",
"CANDIDATE_FEAT_USAGE_TYPE": "HOME",
"FULL_SCORE": 100,
"SCORE_BUCKET": "SAME",
"SCORE_BEHAVIOR": "FF"
}
],
"EMAIL": [
{
"INBOUND_FEAT_ID": 5,
"INBOUND_FEAT": "[email protected]",
"INBOUND_FEAT_USAGE_TYPE": "",
"CANDIDATE_FEAT_ID": 100034,
"CANDIDATE_FEAT": "[email protected]",
"CANDIDATE_FEAT_USAGE_TYPE": "",
"FULL_SCORE": 0,
"SCORE_BUCKET": "NO_CHANCE",
"SCORE_BEHAVIOR": "F1"
}
],
"NAME": [
{
"INBOUND_FEAT_ID": 55,
"INBOUND_FEAT": "Bob J Smith",
"INBOUND_FEAT_USAGE_TYPE": "PRIMARY",
"CANDIDATE_FEAT_ID": 548,
"CANDIDATE_FEAT": "Patricia Smith",
"CANDIDATE_FEAT_USAGE_TYPE": "PRIMARY",
"GNR_FN": 44,
"GNR_SN": 100,
"GNR_GN": 0,
"GENERATION_MATCH": -1,
"GNR_ON": -1,
"SCORE_BUCKET": "NO_CHANCE",
"SCORE_BEHAVIOR": "NAME"
},
{
"INBOUND_FEAT_ID": 1,
"INBOUND_FEAT": "Robert Smith",
"INBOUND_FEAT_USAGE_TYPE": "PRIMARY",
"CANDIDATE_FEAT_ID": 548,
"CANDIDATE_FEAT": "Patricia Smith",
"CANDIDATE_FEAT_USAGE_TYPE": "PRIMARY",
"GNR_FN": 49,
"GNR_SN": 100,
"GNR_GN": 0,
"GENERATION_MATCH": -1,
"GNR_ON": -1,
"SCORE_BUCKET": "NO_CHANCE",
"SCORE_BEHAVIOR": "NAME"
}
],
"RECORD_TYPE": [
{
"INBOUND_FEAT_ID": 30,
"INBOUND_FEAT": "PERSON",
"INBOUND_FEAT_USAGE_TYPE": "",
"CANDIDATE_FEAT_ID": 30,
"CANDIDATE_FEAT": "PERSON",
"CANDIDATE_FEAT_USAGE_TYPE": "",
"FULL_SCORE": 100,
"SCORE_BUCKET": "SAME",
"SCORE_BEHAVIOR": "FVME"
}
]
}
}
}
],
"ENTITIES": [
{
"RESOLVED_ENTITY": {
"ENTITY_ID": 1,
"ENTITY_NAME": "Robert Smith",
"FEATURES": {
"ADDRESS": [
{
"FEAT_DESC": "1515 Adela Lane Las Vegas NV 89111",
"LIB_FEAT_ID": 34,
"USAGE_TYPE": "HOME",
"FEAT_DESC_VALUES": [
{
"FEAT_DESC": "1515 Adela Lane Las Vegas NV 89111",
"LIB_FEAT_ID": 34,
"USED_FOR_CAND": "N",
"USED_FOR_SCORING": "Y",
"ENTITY_COUNT": 1,
"CANDIDATE_CAP_REACHED": "N",
"SCORING_CAP_REACHED": "N",
"SUPPRESSED": "N"
},
{
"FEAT_DESC": "1515 Adela Ln Las Vegas NV 89132",
"LIB_FEAT_ID": 76,
"USED_FOR_CAND": "N",
"USED_FOR_SCORING": "Y",
"ENTITY_COUNT": 1,
"CANDIDATE_CAP_REACHED": "N",
"SCORING_CAP_REACHED": "N",
"SUPPRESSED": "N"
}
]
},
{
"FEAT_DESC": "123 Main Street, Las Vegas NV 89132",
"LIB_FEAT_ID": 3,
"USAGE_TYPE": "MAILING",
"FEAT_DESC_VALUES": [
{
"FEAT_DESC": "123 Main Street, Las Vegas NV 89132",
"LIB_FEAT_ID": 3,
"USED_FOR_CAND": "N",
"USED_FOR_SCORING": "Y",
"ENTITY_COUNT": 1,
"CANDIDATE_CAP_REACHED": "N",
"SCORING_CAP_REACHED": "N",
"SUPPRESSED": "N"
}
]
}
],
"ADDR_KEY": [
{
"FEAT_DESC": "123|MN||89132",
"LIB_FEAT_ID": 28,
"FEAT_DESC_VALUES": [
{
"FEAT_DESC": "123|MN||89132",
"LIB_FEAT_ID": 28,
"USED_FOR_CAND": "Y",
"USED_FOR_SCORING": "N",
"ENTITY_COUNT": 2,
"CANDIDATE_CAP_REACHED": "N",
"SCORING_CAP_REACHED": "N",
"SUPPRESSED": "N"
}
]
},
{
"FEAT_DESC": "123|MN||LS FKS",
"LIB_FEAT_ID": 27,
"FEAT_DESC_VALUES": [
{
"FEAT_DESC": "123|MN||LS FKS",
"LIB_FEAT_ID": 27,
"USED_FOR_CAND": "Y",
"USED_FOR_SCORING": "N",
"ENTITY_COUNT": 2,
"CANDIDATE_CAP_REACHED": "N",
"SCORING_CAP_REACHED": "N",
"SUPPRESSED": "N"
}
]
},
{
"FEAT_DESC": "1515|ATL||89111",
"LIB_FEAT_ID": 53,
"FEAT_DESC_VALUES": [
{
"FEAT_DESC": "1515|ATL||89111",
"LIB_FEAT_ID": 53,
"USED_FOR_CAND": "Y",
"USED_FOR_SCORING": "N",
"ENTITY_COUNT": 1,
"CANDIDATE_CAP_REACHED": "N",
"SCORING_CAP_REACHED": "N",
"SUPPRESSED": "N"
}
]
},
{
"FEAT_DESC": "1515|ATL||89132",
"LIB_FEAT_ID": 90,
"FEAT_DESC_VALUES": [
{
"FEAT_DESC": "1515|ATL||89132",
"LIB_FEAT_ID": 90,
"USED_FOR_CAND": "Y",
"USED_FOR_SCORING": "N",
"ENTITY_COUNT": 2,
"CANDIDATE_CAP_REACHED": "N",
"SCORING_CAP_REACHED": "N",
"SUPPRESSED": "N"
}
]
},
{
"FEAT_DESC": "1515|ATL||LS FKS",
"LIB_FEAT_ID": 54,
"FEAT_DESC_VALUES": [
{
"FEAT_DESC": "1515|ATL||LS FKS",
"LIB_FEAT_ID": 54,
"USED_FOR_CAND": "Y",
"USED_FOR_SCORING": "N",
"ENTITY_COUNT": 1,
"CANDIDATE_CAP_REACHED": "N",
"SCORING_CAP_REACHED": "N",
"SUPPRESSED": "N"
}
]
}
],
"DOB": [
{
"FEAT_DESC": "11/12/1979",
"LIB_FEAT_ID": 75,
"FEAT_DESC_VALUES": [
{
"FEAT_DESC": "11/12/1979",
"LIB_FEAT_ID": 75,
"USED_FOR_CAND": "Y",
"USED_FOR_SCORING": "Y",
"ENTITY_COUNT": 1,
"CANDIDATE_CAP_REACHED": "N",
"SCORING_CAP_REACHED": "N",
"SUPPRESSED": "N"
}
]
},
{
"FEAT_DESC": "12/11/1978",
"LIB_FEAT_ID": 2,
"FEAT_DESC_VALUES": [
{
"FEAT_DESC": "12/11/1978",
"LIB_FEAT_ID": 2,
"USED_FOR_CAND": "Y",
"USED_FOR_SCORING": "Y",
"ENTITY_COUNT": 1,
"CANDIDATE_CAP_REACHED": "N",
"SCORING_CAP_REACHED": "N",
"SUPPRESSED": "N"
},
{
"FEAT_DESC": "11/12/1978",
"LIB_FEAT_ID": 33,
"USED_FOR_CAND": "Y",
"USED_FOR_SCORING": "Y",
"ENTITY_COUNT": 1,
"CANDIDATE_CAP_REACHED": "N",
"SCORING_CAP_REACHED": "N",
"SUPPRESSED": "N"
}
]
}
],
"EMAIL": [
{
"FEAT_DESC": "[email protected]",
"LIB_FEAT_ID": 5,
"FEAT_DESC_VALUES": [
{
"FEAT_DESC": "[email protected]",
"LIB_FEAT_ID": 5,
"USED_FOR_CAND": "Y",
"USED_FOR_SCORING": "Y",
"ENTITY_COUNT": 1,
"CANDIDATE_CAP_REACHED": "N",
"SCORING_CAP_REACHED": "N",
"SUPPRESSED": "N"
}
]
}
],
"EMAIL_KEY": [
{
"FEAT_DESC": "[email protected]",
"LIB_FEAT_ID": 31,
"FEAT_DESC_VALUES": [
{
"FEAT_DESC": "[email protected]",
"LIB_FEAT_ID": 31,
"USED_FOR_CAND": "Y",
"USED_FOR_SCORING": "N",
"ENTITY_COUNT": 1,
"CANDIDATE_CAP_REACHED": "N",
"SCORING_CAP_REACHED": "N",
"SUPPRESSED": "N"
}
]
}
],
"NAME": [
{
"FEAT_DESC": "B Smith",
"LIB_FEAT_ID": 74,
"USAGE_TYPE": "PRIMARY",
"FEAT_DESC_VALUES": [
{
"FEAT_DESC": "B Smith",
"LIB_FEAT_ID": 74,
"USED_FOR_CAND": "N",
"USED_FOR_SCORING": "Y",
"ENTITY_COUNT": 1,
"CANDIDATE_CAP_REACHED": "N",
"SCORING_CAP_REACHED": "N",
"SUPPRESSED": "Y"
}
]
},
{
"FEAT_DESC": "Robert Smith",
"LIB_FEAT_ID": 1,
"USAGE_TYPE": "PRIMARY",
"FEAT_DESC_VALUES": [
{
"FEAT_DESC": "Robert Smith",
"LIB_FEAT_ID": 1,
"USED_FOR_CAND": "N",
"USED_FOR_SCORING": "Y",
"ENTITY_COUNT": 2,
"CANDIDATE_CAP_REACHED": "N",
"SCORING_CAP_REACHED": "N",
"SUPPRESSED": "N"
},
{
"FEAT_DESC": "Bob J Smith",
"LIB_FEAT_ID": 55,
"USED_FOR_CAND": "N",
"USED_FOR_SCORING": "Y",
"ENTITY_COUNT": 1,
"CANDIDATE_CAP_REACHED": "N",
"SCORING_CAP_REACHED": "N",
"SUPPRESSED": "N"
},
{
"FEAT_DESC": "Bob Smith",
"LIB_FEAT_ID": 32,
"USED_FOR_CAND": "N",
"USED_FOR_SCORING": "Y",
"ENTITY_COUNT": 1,
"CANDIDATE_CAP_REACHED": "N",
"SCORING_CAP_REACHED": "N",
"SUPPRESSED": "Y"
}
]
}
],
"NAME_KEY": [
{
"FEAT_DESC": "BB|BB",
"LIB_FEAT_ID": 35,
"FEAT_DESC_VALUES": [
{
"FEAT_DESC": "BB|BB",
"LIB_FEAT_ID": 35,
"USED_FOR_CAND": "Y",
"USED_FOR_SCORING": "N",
"ENTITY_COUNT": 1,
"CANDIDATE_CAP_REACHED": "N",
"SCORING_CAP_REACHED": "N",
"SUPPRESSED": "N"
}
]
},
{
"FEAT_DESC": "BB|BB|ADDRESS.CITY_STD=LS FKS",
"LIB_FEAT_ID": 41,
"FEAT_DESC_VALUES": [
{
"FEAT_DESC": "BB|BB|ADDRESS.CITY_STD=LS FKS",
"LIB_FEAT_ID": 41,
"USED_FOR_CAND": "Y",
"USED_FOR_SCORING": "N",
"ENTITY_COUNT": 1,
"CANDIDATE_CAP_REACHED": "N",
"SCORING_CAP_REACHED": "N",
"SUPPRESSED": "N"
}
]
},
{
"FEAT_DESC": "BB|BB|DOB.MMDD_HASH=1211",
"LIB_FEAT_ID": 48,
"FEAT_DESC_VALUES": [
{
"FEAT_DESC": "BB|BB|DOB.MMDD_HASH=1211",
"LIB_FEAT_ID": 48,
"USED_FOR_CAND": "Y",
"USED_FOR_SCORING": "N",
"ENTITY_COUNT": 1,
"CANDIDATE_CAP_REACHED": "N",
"SCORING_CAP_REACHED": "N",
"SUPPRESSED": "N"
}
]
},
{
"FEAT_DESC": "BB|BB|DOB.MMYY_HASH=1178",
"LIB_FEAT_ID": 44,
"FEAT_DESC_VALUES": [
{
"FEAT_DESC": "BB|BB|DOB.MMYY_HASH=1178",
"LIB_FEAT_ID": 44,
"USED_FOR_CAND": "Y",
"USED_FOR_SCORING": "N",
"ENTITY_COUNT": 1,
"CANDIDATE_CAP_REACHED": "N",
"SCORING_CAP_REACHED": "N",
"SUPPRESSED": "N"
}
]
},
{
"FEAT_DESC": "BB|BB|DOB.MMYY_HASH=1278",
"LIB_FEAT_ID": 68,
"FEAT_DESC_VALUES": [
{
"FEAT_DESC": "BB|BB|DOB.MMYY_HASH=1278",
"LIB_FEAT_ID": 68,
"USED_FOR_CAND": "Y",
"USED_FOR_SCORING": "N",
"ENTITY_COUNT": 1,
"CANDIDATE_CAP_REACHED": "N",
"SCORING_CAP_REACHED": "N",
"SUPPRESSED": "N"
}
]
},
{
"FEAT_DESC": "BB|BB|DOB=71211",
"LIB_FEAT_ID": 46,
"FEAT_DESC_VALUES": [
{
"FEAT_DESC": "BB|BB|DOB=71211",
"LIB_FEAT_ID": 46,
"USED_FOR_CAND": "Y",
"USED_FOR_SCORING": "N",
"ENTITY_COUNT": 1,
"CANDIDATE_CAP_REACHED": "N",
"SCORING_CAP_REACHED": "N",
"SUPPRESSED": "N"
}
]
},
{
"FEAT_DESC": "BB|BB|PHONE.PHONE_LAST_5=91300",
"LIB_FEAT_ID": 49,
"FEAT_DESC_VALUES": [
{
"FEAT_DESC": "BB|BB|PHONE.PHONE_LAST_5=91300",
"LIB_FEAT_ID": 49,
"USED_FOR_CAND": "Y",
"USED_FOR_SCORING": "N",
"ENTITY_COUNT": 1,
"CANDIDATE_CAP_REACHED": "N",
"SCORING_CAP_REACHED": "N",
"SUPPRESSED": "N"
}
]
},
{
"FEAT_DESC": "BB|BB|POST=89111",
"LIB_FEAT_ID": 45,
"FEAT_DESC_VALUES": [
{
"FEAT_DESC": "BB|BB|POST=89111",
"LIB_FEAT_ID": 45,
"USED_FOR_CAND": "Y",
"USED_FOR_SCORING": "N",
"ENTITY_COUNT": 1,
"CANDIDATE_CAP_REACHED": "N",
"SCORING_CAP_REACHED": "N",
"SUPPRESSED": "N"
}
]
},
{
"FEAT_DESC": "BB|J",
"LIB_FEAT_ID": 62,
"FEAT_DESC_VALUES": [
{
"FEAT_DESC": "BB|J",
"LIB_FEAT_ID": 62,
"USED_FOR_CAND": "Y",
"USED_FOR_SCORING": "N",
"ENTITY_COUNT": 1,
"CANDIDATE_CAP_REACHED": "N",
"SCORING_CAP_REACHED": "N",
"SUPPRESSED": "N"
}
]
},
{
"FEAT_DESC": "BB|J|DOB.MMDD_HASH=1211",
"LIB_FEAT_ID": 58,
"FEAT_DESC_VALUES": [
{
"FEAT_DESC": "BB|J|DOB.MMDD_HASH=1211",
"LIB_FEAT_ID": 58,
"USED_FOR_CAND": "Y",
"USED_FOR_SCORING": "N",
"ENTITY_COUNT": 1,
"CANDIDATE_CAP_REACHED": "N",
"SCORING_CAP_REACHED": "N",
"SUPPRESSED": "N"
}
]
},
{
"FEAT_DESC": "BB|J|DOB.MMYY_HASH=1278",
"LIB_FEAT_ID": 60,
"FEAT_DESC_VALUES": [
{
"FEAT_DESC": "BB|J|DOB.MMYY_HASH=1278",
"LIB_FEAT_ID": 60,
"USED_FOR_CAND": "Y",
"USED_FOR_SCORING": "N",
"ENTITY_COUNT": 1,
"CANDIDATE_CAP_REACHED": "N",
"SCORING_CAP_REACHED": "N",
"SUPPRESSED": "N"
}
]
},
{
"FEAT_DESC": "BB|J|DOB=71211",
"LIB_FEAT_ID": 65,
"FEAT_DESC_VALUES": [
{
"FEAT_DESC": "BB|J|DOB=71211",
"LIB_FEAT_ID": 65,
"USED_FOR_CAND": "Y",
"USED_FOR_SCORING": "N",
"ENTITY_COUNT": 1,
"CANDIDATE_CAP_REACHED": "N",
"SCORING_CAP_REACHED": "N",
"SUPPRESSED": "N"
}
]
},
{
"FEAT_DESC": "BB|J|SM0",
"LIB_FEAT_ID": 72,
"FEAT_DESC_VALUES": [
{
"FEAT_DESC": "BB|J|SM0",
"LIB_FEAT_ID": 72,
"USED_FOR_CAND": "Y",
"USED_FOR_SCORING": "N",
"ENTITY_COUNT": 1,
"CANDIDATE_CAP_REACHED": "N",
"SCORING_CAP_REACHED": "N",
"SUPPRESSED": "N"
}
]
},
{
"FEAT_DESC": "BB|J|SM0|DOB.MMDD_HASH=1211",
"LIB_FEAT_ID": 56,
"FEAT_DESC_VALUES": [
{
"FEAT_DESC": "BB|J|SM0|DOB.MMDD_HASH=1211",
"LIB_FEAT_ID": 56,
"USED_FOR_CAND": "Y",
"USED_FOR_SCORING": "N",
"ENTITY_COUNT": 1,
"CANDIDATE_CAP_REACHED": "N",
"SCORING_CAP_REACHED": "N",
"SUPPRESSED": "N"
}
]
},
{
"FEAT_DESC": "BB|J|SM0|DOB.MMYY_HASH=1278",
"LIB_FEAT_ID": 64,
"FEAT_DESC_VALUES": [
{
"FEAT_DESC": "BB|J|SM0|DOB.MMYY_HASH=1278",
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