output format¶
Overview¶
The result of a call to recognize with multiple profiles (e.g. geoname, organizations, ...) returns a dictionary with keys being the respective entity names (GeoEntity, OrganizationEntity, PersonEntity).
Recognize supports three different output formats:
- Standard, returns one annotated result per found instance. Also returns all respective bindings specified in the profile.
- Annie, returns one annotated result per found instance. Returns all candidate groundings found in the GATE Annie format.
- Compact, returns one annotated result per found entity. Multiple matches of the same entity are returned as a single annotation with the individual spans saved as entities. The compact format is optimized for the Weblyzard use case.
Notice: Only the Annie and the Compact formats support sentence level annotation.
Annie¶
dict: {
u'GeoEntity': [
{
u'confidence': 0.0,
u'end': 0,
u'features': {
u'profile': u'en.geo.500000',
u'entities': [
{
u'url': u'http://sws.geonames.org/5551752/',
u'confidence': 0.0,
u'preferredName': u'Arizona'}
]
},
u'grounded': False,
u'sentence': 0,
u'scoreName': u'GEO FOCUS x OCCURENCE',
u'entityType': u'GeoEntity',
u'start': 0,
u'score': 2.57,
u'profileName': u'en.geo.500000',
u'preferredName': u'Arizona'
},
{
...
}
]
}
Compact¶
{
u'GeoEntity': [
{
u'confidence': 9.0,
u'entities': [
{
u'end': 7,
u'sentence': 15,
u'start': 0,
u'surfaceForm': u'Detroit'
},
{
u'end': 10,
u'sentence': 16,
u'start': 3,
u'surfaceForm': u'Detroit'
},
],
u'entityType': u'GeoEntity',
u'key': u'http://sws.geonames.org/4990729/',
u'preferredName': u'Detroit',
u'profileName': u'en.geo.500000',
u'properties': {
u'adminLevel': u'http://www.geonames.org/ontology#P.PPLA2',
u'latitude': u'42.33143',
u'longitude': u'-83.04575',
u'parent': u'http://sws.geonames.org/5014227/',
u'parentCountry': u'http://sws.geonames.org/6252001/',
u'population': u'713777'
},
u'score': 18.88
},
{
...
}
],
u'OrganizationEntity': [
{
u'confidence': 1277.1080389750275,
u'entities': [{u'end': 101,
u'sentence': 12,
u'start': 87,
u'surfaceForm': u'Public Service'}],
u'entityType': u'OrganizationEntity',
u'key': u'http://dbpedia.org/resource/Public_Service_Enterprise_Group',
u'preferredName': u'Public Service Enterprise',
u'profileName': u'en.organization.ng',
u'properties': {},
u'score': 1277.11}]
}