Triple

T19019633
Position Surface form Disambiguated ID Type / Status
Subject International Standard Industrial Classification E465447 entity
Predicate hasCorrespondenceWith P4768 FINISHED
Object Statistical Classification of Economic Activities in the European Community NE NERFINISHED

How this triple was built (3 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Statistical Classification of Economic Activities in the European Community | Statement: [International Standard Industrial Classification, hasCorrespondenceWith, Statistical Classification of Economic Activities in the European Community]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Statistical Classification of Economic Activities in the European Community
Context triple: [International Standard Industrial Classification, hasCorrespondenceWith, Statistical Classification of Economic Activities in the European Community]
  • A. Data Classification: Algorithms and Applications
    "Data Classification: Algorithms and Applications" is a comprehensive reference book that surveys fundamental and advanced methods for classifying data, emphasizing both theoretical foundations and practical applications in data mining and machine learning.
  • B. Activity Analysis of Production and Allocation
    "Activity Analysis of Production and Allocation" is a foundational work in mathematical economics that develops linear programming and activity analysis methods to study production efficiency and resource allocation.
  • C. Statistical Decision Functions
    Statistical Decision Functions is a foundational work in decision theory and statistics that systematically develops the theory of optimal decision-making under uncertainty.
  • D. Integrated Food Security Phase Classification
    The Integrated Food Security Phase Classification is a standardized global system used to assess and communicate the severity and magnitude of food insecurity and famine situations.
  • E. Industry Classification Benchmark
    The Industry Classification Benchmark is a globally used system that categorizes companies and securities into sectors and industries to facilitate investment analysis and benchmarking.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Statistical Classification of Economic Activities in the European Community
Target entity description: The Statistical Classification of Economic Activities in the European Community (NACE) is the European Union’s official system for categorizing economic activities, used for statistics, economic analysis, and policy-making across member states.
  • A. Data Classification: Algorithms and Applications
    "Data Classification: Algorithms and Applications" is a comprehensive reference book that surveys fundamental and advanced methods for classifying data, emphasizing both theoretical foundations and practical applications in data mining and machine learning.
  • B. Activity Analysis of Production and Allocation
    "Activity Analysis of Production and Allocation" is a foundational work in mathematical economics that develops linear programming and activity analysis methods to study production efficiency and resource allocation.
  • C. Statistical Decision Functions
    Statistical Decision Functions is a foundational work in decision theory and statistics that systematically develops the theory of optimal decision-making under uncertainty.
  • D. Integrated Food Security Phase Classification
    The Integrated Food Security Phase Classification is a standardized global system used to assess and communicate the severity and magnitude of food insecurity and famine situations.
  • E. Industry Classification Benchmark
    The Industry Classification Benchmark is a globally used system that categorizes companies and securities into sectors and industries to facilitate investment analysis and benchmarking.
  • F. None of above. chosen

Provenance (2 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69d8dd025c188190a1d81f5b4ec7e2c6 completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5d6ddc9608190a1daec9ddcc79a7a completed April 20, 2026, 7:33 a.m.
Created at: April 10, 2026, 12:02 p.m.