Include Previous Feature Values as Recommended Output for a Given Feature

[Abdullah3245]

Sometimes the correct answer can have different names such as Veraset, Veraset Inc, or Spectus and Cuebiq are the same company or the mobility metric called radius of gyration is the same as gyration radius. We are partially addressing by adding examples in the prompt.

• The type of the specific filter used to define the data sample choose from one of the options below:['temporal', 'geographical', 'noise removal', 'completeness', '']
• The name of the mobility metric. There might be variation in how the same metric is described, try to give it a name from the provided list. In case a metric does not exist in the list try to give it a standardized name. ['radius of gyration', 'visits to POI', 'visits to POI category', 'home location', 'workplace location', 'mobility entropy', 'percentage of time spent home', 'average distance travelled', 'contact network']

A proposed solution could be that there is an auxiliary file that collects possible standardized answers and also have alternative names for those answer. We would like this list to be dynamic so a human/LLM can process newer answers. This would serve the assistant API to act as a RAG when finding the correct answer for a given node.

[markwhiting]

Interesting, I do think the idea of providing the model with context about common answers could be good but needs to happen in away that won't bias the answer either.