merge_manual_curations

merge_manual_curations(mappings: Iterable[MappingTypeVar], *, converter: Converter, precision: int | None = None, confidence_model: Literal['binomial', 'mean'] | None = None) → Iterable[MappingTypeVar]

Merge manually curated mappings.

Parameters:

• mappings – An iterable of semantic mappings

• converter – A converter

• precision – the precision to round newly calculated confidences

• confidence_model –

  Which confidence model to use when aggregating mapping confidences.

  • mean aggregation is \(\frac{1}{n} \sum_{i=1}^n c_i\)

  • binomial aggregation is \(1 - \prod_{i=1}^n (1 - c_i)\)

Returns:

An iterable of semantic mappings, with manually curated mappings for the same mapping triple merged together based on estimate_confidence()

Note

The confidence estimation algorithm properly handles negative predicate modifiers as well as reviewer information.

Warning

This function partially scrambles the order of mappings. All non-merged mappings come out in normal order, followed by merged mappings.