Dontopedia

True Values

From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-06-08.)

True Values has 8 facts recorded in Dontopedia across 2 references.

8 facts·7 predicates·2 sources

Mostly:rdf:type(2), role(1), used in(1)

Maturity scale raw canonical shape-checked rule-derived certified

Inbound mentions (5)

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.

extractedFromExtracted From(2)

calledOnCalled on(1)

derivedFromDerived From(1)

usesVariableUses Variable(1)

Other facts (8)

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.

8 facts
PredicateValueRef
Rdf:typeVariable[1]
Rdf:typeVariable[2]
Roleground-truth[1]
Used inLoss Function[1]
Is Initialized AsNumpy Array[2]
Contains Values[10,11,12][2]
CommentExample true values[2]
Used Astargets[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.

typebeam/2b82365a-fa1b-4c40-a4d8-b4995b335ba4
ex:Variable
rolebeam/2b82365a-fa1b-4c40-a4d8-b4995b335ba4
ground-truth
usedInbeam/2b82365a-fa1b-4c40-a4d8-b4995b335ba4
ex:loss-function
typebeam/99616e07-0ca8-4fe5-8941-29d00fafbd3e
ex:Variable
isInitializedAsbeam/99616e07-0ca8-4fe5-8941-29d00fafbd3e
ex:numpy-array
contains-valuesbeam/99616e07-0ca8-4fe5-8941-29d00fafbd3e
[10,11,12]
commentbeam/99616e07-0ca8-4fe5-8941-29d00fafbd3e
Example true values
usedAsbeam/99616e07-0ca8-4fe5-8941-29d00fafbd3e
targets

References (2)

2 references
  1. ctx:claims/beam/2b82365a-fa1b-4c40-a4d8-b4995b335ba4
    • full textbeam-chunk
      text/plain1 KBdoc:beam/2b82365a-fa1b-4c40-a4d8-b4995b335ba4
      Show excerpt
      - Use `minimize` from `scipy.optimize` to find the optimal weights that minimize the MSE. ### Additional Considerations - **Normalization**: Normalize the queries if they are on different scales. - **Constraint**: Add constraints to th
  2. ctx:claims/beam/99616e07-0ca8-4fe5-8941-29d00fafbd3e

See also

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