Non-address places not returning from Google Places API

Question

I'm encountering an issue where certain non-address places,(https://g.co/kgs/UrsBmeZ) such as this example, do not appear in the results returned by the Google Places API. However, these places are clearly visible when searched on Google Maps or through a browser. Is there a specific setting or parameter I need to adjust in the API request to include such places?