Knowledge Graph Building Logic

[t83714]

Description

Knowledge Graph Building Logic:

• Matching entity
  • May adopt a more complex algorithm but now just try keyword base search first
• Enrich the KG by pulling relevant statement/claim. e.g. (P31 instance of, P279 subclasses of etc.)
  • Needs to decide more appropriate shorter property list (complete list)
  • Options:
    • Option1: Only pull relevant items of the current item
    • Option2: Pull all parent items as well. e.g. pull items of relevant items by P31 property (relationship) as well until reach an item has no P31 property (relationship)
    • Option3: Get all properties of the current item only. No attempt to pull parents.
  • The decision can be made based on DGA data testing.
• inference/reasoning
  • We might have to mask some very high/abstract level concepts (probably a pre-defined list) in order to make sure always produce usable outcome