OpenRefine effectiveness
From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-06-07.)
OpenRefine effectiveness has 3 facts recorded in Dontopedia across 2 references.
Maturity scale
raw canonical shape-checked rule-derived certifiedInbound mentions (2)
Other subjects in dontopedia point AT this entity as a value. These are inverse relationships — e.g. "X motherOf this subject" — and answer questions the forward facts can't. Grouped by predicate.
measuresMeasures(1)
- Success Rate
ex:success-rate
topicTopic(1)
- Evaluation Query
ex:evaluation-query
Other facts (2)
The long tail: predicates that appear too rarely to warrant their own section. Filter or scroll to find a specific one. Each row links to its source.
| Predicate | Value | Ref |
|---|---|---|
| Rdf:type | Topic | [1] |
| Evaluation Target | Accurate Evaluation | [2] |
Timeline
Timeline axis is valid_time — when each source says the fact was true in the world, not when Dontopedia learned about it. Retracted rows are kept for provenance; coloured stripes indicate the context kind.
References (2)
ctx:claims/beam/4bf72c19-e147-4c83-b922-030035464495ctx:claims/beam/399c8b34-603f-476b-bb60-24d48ee0b3ed- full textbeam-chunktext/plain1 KB
doc:beam/399c8b34-603f-476b-bb60-24d48ee0b3edShow excerpt
### Explanation 1. **Column Alignment**: The script ensures that both datasets have the same columns in the same order by sorting the columns. 2. **Whitespace and Formatting**: The script strips whitespace and converts strings to lowercase…
See also
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