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I find myself wondering if there exists a data structure with the following properties:

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Beyond the basic requirement of storage, it seems you are looking for some explicitly defined data organization providing a query interface which allows specifying, alongside the fundamental query params, a context and is able to use both these information items (instead of the first one only) to boost the query.

If this interpretation of mine is correct, the context-aware query database comes to my mind, here are some examples:

In this paper, we propose a logical model and an abstract query language as a foundation of context-aware database management systems. The model is a natural extension of the relational model in which contexts are first class citizens and can be described at different levels of granularity.

Querying Context-Aware Databases

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