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Error and Failure Entities

Authors:
MArk Anthony Higgins - Sky Recursive Ai
© Mark Anthony Higgins 11 October 2025
Revised Date: July 6th 2026

Sections

AI Error Entity Ontology

Revised Date: 01 August 2026

Model Error Ontology

Revised Date: 01 August 2026

Prediction Error Ontology

Revised Date: 01 August 2026

Reasoning Error Ontology

Revised Date: 01 August 2026

Retrieval Error Ontology

Revised Date: 01 August 2026

Memory Error Ontology

Revised Date: 01 August 2026

Tool Error Entity Ontology

Revised Date: 01 August 2026

Execution Error Ontology

Revised Date: 01 August 2026

Hallucination Entity Ontology

Revised Date: 01 August 2026

Fabricated Claim Ontology

Revised Date: 01 August 2026

Unsupported Claim Ontology

Revised Date: 01 August 2026

Contradictory Output Ontology

Revised Date: 01 August 2026

Invalid Inference Ontology

Revised Date: 01 August 2026

Misclassification Entity Ontology

Revised Date: 01 August 2026

False Positive Entity Ontology

Revised Date: 01 August 2026

False Negative Entity Ontology

Revised Date: 01 August 2026

Model Drift Entity Ontology

Revised Date: 01 August 2026

Data Drift Entity Ontology

Revised Date: 01 August 2026

Failure State Ontology

Revised Date: 01 August 2026

Failure Event Ontology

Revised Date: 01 August 2026

Recovery Action Ontology

Revised Date: 01 August 2026

Error Correction Entity Ontology

Revised Date: 01 August 2026
Kireth Research
38 Thorndale Croft, Wetwang, Driffield
East Riding of Yorkshire YO25 9XZ