Data fields present the actual data we have about the person.
Common metadata attributes to all fields:
The date we were first aware of the data in this field. Format is YYYY-MM-DD.
The date we last saw the data in this field. Format is YYYY-MM-DD.
A Boolean indication whether this field holds data valid at the time of the request. Can be True, False, or omitted if unknown.
A Boolean indication whether this field was inferred using statistical analysis or was explicitly found in one of our data sources. Omitted if false.
These metadata fields are not searchable fields and will only will be returned in a response.
The @valid_since and @last_seen timestamps are directly related to Pipl's data acquisition process.