Dontopedia

LLMEvaluator

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

LLMEvaluator has 22 facts recorded in Dontopedia across 3 references, with 3 live disagreements.

22 facts·16 predicates·3 sources·3 in dispute

Mostly:rdf:type(3), uses(2), has attribute(2)

Maturity scale raw canonical shape-checked rule-derived certified

Constructorconstructor

  • Init[3]all time · Efe96544 250e 4398 9d06 C1de0cb235aa

Inbound mentions (4)

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.

describesDescribes(1)

illustratesIllustrates(1)

integratesIntoIntegrates Into(1)

producedByProduced by(1)

Other facts (19)

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.

19 facts
PredicateValueRef
Rdf:typeSoftware Class[1]
Rdf:typeClass[2]
Rdf:typeClass[3]
UsesEvaluation Framework[2]
UsesWeight Assignment[2]
Has AttributeCriteria[3]
Has AttributeWeights[3]
Can IntegrateEvaluation[1]
EvaluatesLlm[2]
ProducesNormalised Score[2]
Evaluates EntityLlm[2]
Has ConstructorInit[3]
Has MethodEvaluate[3]
Implemented inPython[3]
Written inPython[3]
Example ofEvaluation Framework[3]
Instantiabletrue[3]
DemonstratesEvaluation Framework[3]
Defined inPython Code[3]

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/f5ccca0f-5f03-47b2-93f1-d6f2f4ac4189
ex:SoftwareClass
canIntegratebeam/f5ccca0f-5f03-47b2-93f1-d6f2f4ac4189
ex:evaluation
labelbeam/f5ccca0f-5f03-47b2-93f1-d6f2f4ac4189
LLMEvaluator
typebeam/6c30720a-3df4-47ac-981d-ec8baa26852a
ex:Class
labelbeam/6c30720a-3df4-47ac-981d-ec8baa26852a
LLMEvaluator
evaluatesbeam/6c30720a-3df4-47ac-981d-ec8baa26852a
ex:llm
usesbeam/6c30720a-3df4-47ac-981d-ec8baa26852a
ex:evaluation-framework
usesbeam/6c30720a-3df4-47ac-981d-ec8baa26852a
ex:weight-assignment
producesbeam/6c30720a-3df4-47ac-981d-ec8baa26852a
ex:normalised-score
evaluatesEntitybeam/6c30720a-3df4-47ac-981d-ec8baa26852a
ex:llm
typebeam/efe96544-250e-4398-9d06-c1de0cb235aa
ex:Class
hasConstructorbeam/efe96544-250e-4398-9d06-c1de0cb235aa
ex:__init__
hasMethodbeam/efe96544-250e-4398-9d06-c1de0cb235aa
ex:evaluate
implementedInbeam/efe96544-250e-4398-9d06-c1de0cb235aa
ex:python
hasAttributebeam/efe96544-250e-4398-9d06-c1de0cb235aa
ex:criteria
hasAttributebeam/efe96544-250e-4398-9d06-c1de0cb235aa
ex:weights
writtenInbeam/efe96544-250e-4398-9d06-c1de0cb235aa
ex:python
exampleOfbeam/efe96544-250e-4398-9d06-c1de0cb235aa
ex:evaluation-framework
instantiablebeam/efe96544-250e-4398-9d06-c1de0cb235aa
true
demonstratesbeam/efe96544-250e-4398-9d06-c1de0cb235aa
ex:evaluation-framework
definedInbeam/efe96544-250e-4398-9d06-c1de0cb235aa
ex:python-code
constructorbeam/efe96544-250e-4398-9d06-c1de0cb235aa
ex:__init__

References (3)

3 references
  1. ctx:claims/beam/f5ccca0f-5f03-47b2-93f1-d6f2f4ac4189
  2. ctx:claims/beam/6c30720a-3df4-47ac-981d-ec8baa26852a
    • full textbeam-chunk
      text/plain1 KBdoc:beam/6c30720a-3df4-47ac-981d-ec8baa26852a
      Show excerpt
      - You can easily add more criteria by extending the `criteria` list and implementing the corresponding normalization functions. ### Example Usage In the example usage, we define three criteria (`accuracy`, `latency`, `cost`) and assign
  3. ctx:claims/beam/efe96544-250e-4398-9d06-c1de0cb235aa
    • full textbeam-chunk
      text/plain1 KBdoc:beam/efe96544-250e-4398-9d06-c1de0cb235aa
      Show excerpt
      2. **Mean Time Between Failures (MTBF)**: The average time between system failures. 3. **Mean Time to Recovery (MTTR)**: The average time it takes to recover from a failure. 4. **Error Rate**: The frequency of errors or failures during peak

See also

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