How to increase the complexity of facts

[albertgong1]

1-ary facts: entities

Person(X) -> X is a person
Job(X) -> X is a job
Hobby(X) -> X is a hobby
 

2-ary facts: relations, attributes

Parent(X,Y)
Gender(X,Y)
Occupation(X,Y)
We also have the following binary relations, which we haven't used yet: https://github.com/ag2435/phantom-wiki/blob/main/src/phantom_wiki/core/constants/relation_templates.py
These relations are a subset of 50 relations from RippleEdit that map to WikiData predicates: https://github.com/edenbiran/RippleEdits/blob/main/src/wikidata/relations.py
Some examples:

# Example 1
our_relations = {‘head of government’: ‘P6’,}
relation2phrase = {‘head of government’: ‘The head of government of <subject> is’,	}
^ notice the blank after “is”
https://www.wikidata.org/wiki/Property:P6
# Example 2
‘place of birth’: ‘P19’,
‘place of death’: ‘The city in which <subject> died is’,
https://www.wikidata.org/wiki/Property:P19

3-ary facts:

Marriage(X,Y,Z) -> X and Y got married on Z
Interaction(X,Y,Z) -> X and Y met through Z

[albertgong1]

See this great textbook on question answering: https://link.springer.com/book/10.1007/978-3-031-79512-1
In particular, Chapters 2 and 8 could be relevant to us for expanding the scope of our dataset.

[albertgong1]

See also #39 , #13