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Multi-Agent System Ontology
Table of Contents
Classes
Metric
https://outshift-open.github.io/oxp-ontology/mas#Metric
Definition of a metric: what is measured, by whom, and over what range of values. Not an observation itself — see mas:MetricResult for that.
MetricResult
https://outshift-open.github.io/oxp-ontology/mas#MetricResult
One computed observation of a Metric for one resource at one point in time. Distinct from mas:Metric (the definition being computed): a MetricResult is to a Metric what an mas:LLMCall is to an mas:LLM.
Properties
measures
https://outshift-open.github.io/oxp-ontology/mas#measures
Metric result measures execution element.
Domain: MetricResult
Range: ExecutionElement
metricProvider
https://outshift-open.github.io/oxp-ontology/mas#metricProvider
System or method that computes this metric. Example: 'ragas', 'deepeval', 'mce', 'custom-rule'.
Domain: Metric
Range: string
ofMetricType
https://outshift-open.github.io/oxp-ontology/mas#ofMetricType
MetricResult is a computed observation of this Metric definition.
Domain: MetricResult
Range: Metric
reasoning
https://outshift-open.github.io/oxp-ontology/mas#reasoning
Logical reasoning/justification behind the metric evaluation.
Domain: MetricResult
Range: string
result
https://outshift-open.github.io/oxp-ontology/mas#result
Numeric value of the metric observation (raw measurement). Unit and possible range are documented on the associated Metric (see mas:unit, mas:valueRange). Example: Latency_obs_001 mas:result 1250.5 (ms), TokenCount_obs_002 mas:result 450 (tokens).
Domain: MetricResult
Range: double
unit
https://outshift-open.github.io/oxp-ontology/mas#unit
Measurement unit for metric value. Documents interpretation. Example: 'ms' (milliseconds), 'tokens', 'calls/sec', 'dimensionless' (for normalized scores).
Domain: Metric
Range: string
valueRange
https://outshift-open.github.io/oxp-ontology/mas#valueRange
Description of the metric's possible values. Example: '0.0-1.0', '0-100', '{pass, fail}', 'non-negative integer'.
Domain: Metric
Range: string
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