Triple

T2372603
Position Surface form Disambiguated ID Type / Status
Subject Innovation, Science and Economic Development Canada E46123 entity
Predicate oversees P46 FINISHED
Object Spectrum Management and Telecommunications program
The Spectrum Management and Telecommunications program is a Canadian federal initiative responsible for regulating and managing the country’s radio frequency spectrum and telecommunications infrastructure to support efficient, reliable communications services.
E259971 NE FINISHED

How this triple was built (4 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: Spectrum Management and Telecommunications program | Statement: [Innovation, Science and Economic Development Canada, oversees, Spectrum Management and Telecommunications program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Spectrum Management and Telecommunications program
Context triple: [Innovation, Science and Economic Development Canada, oversees, Spectrum Management and Telecommunications program]
  • A. Institute for Telecommunication Sciences
    The Institute for Telecommunication Sciences is the research and engineering laboratory of the U.S. government that provides technical expertise and analysis on telecommunications and spectrum-related issues.
  • B. Interoperable Emergency Communications Grant Program
    The Interoperable Emergency Communications Grant Program is a federal funding initiative that supports state and local efforts to improve and coordinate emergency communications systems among first responders.
  • C. Office of Telecommunications Policy
    The Office of Telecommunications Policy was a former U.S. executive branch office responsible for developing national telecommunications policy before its functions were assumed by the National Telecommunications and Information Administration.
  • D. Joint Committee on 2G Spectrum
    The Joint Committee on 2G Spectrum was a special parliamentary panel in India formed to investigate alleged irregularities and corruption in the allocation of 2G telecommunications spectrum licenses.
  • E. School of Telecommunications Engineering
    The School of Telecommunications Engineering is a specialized faculty of the Polytechnic University of Madrid focused on education and research in telecommunications and related technologies.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Spectrum Management and Telecommunications program
Triple: [Innovation, Science and Economic Development Canada, oversees, Spectrum Management and Telecommunications program]
Generated description
The Spectrum Management and Telecommunications program is a Canadian federal initiative responsible for regulating and managing the country’s radio frequency spectrum and telecommunications infrastructure to support efficient, reliable communications services.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Spectrum Management and Telecommunications program
Target entity description: The Spectrum Management and Telecommunications program is a Canadian federal initiative responsible for regulating and managing the country’s radio frequency spectrum and telecommunications infrastructure to support efficient, reliable communications services.
  • A. Institute for Telecommunication Sciences
    The Institute for Telecommunication Sciences is the research and engineering laboratory of the U.S. government that provides technical expertise and analysis on telecommunications and spectrum-related issues.
  • B. Interoperable Emergency Communications Grant Program
    The Interoperable Emergency Communications Grant Program is a federal funding initiative that supports state and local efforts to improve and coordinate emergency communications systems among first responders.
  • C. Office of Telecommunications Policy
    The Office of Telecommunications Policy was a former U.S. executive branch office responsible for developing national telecommunications policy before its functions were assumed by the National Telecommunications and Information Administration.
  • D. Joint Committee on 2G Spectrum
    The Joint Committee on 2G Spectrum was a special parliamentary panel in India formed to investigate alleged irregularities and corruption in the allocation of 2G telecommunications spectrum licenses.
  • E. School of Telecommunications Engineering
    The School of Telecommunications Engineering is a specialized faculty of the Polytechnic University of Madrid focused on education and research in telecommunications and related technologies.
  • F. None of above. chosen

Provenance (5 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_69a88a145268819083e2736cb835c696 completed March 4, 2026, 7:37 p.m.
NER Named-entity recognition batch_69abc772bc6081908244e9af4bbe645f completed March 7, 2026, 6:36 a.m.
NED1 Entity disambiguation (via context triple) batch_69aea8a619d48190b1e1ad4c3efaf130 completed March 9, 2026, 11:01 a.m.
NEDg Description generation batch_69aea93ddce88190a268bed11c5a7167 completed March 9, 2026, 11:04 a.m.
NED2 Entity disambiguation (via description) batch_69aea9b8dff08190a09f0c965dfd6738 completed March 9, 2026, 11:06 a.m.
Created at: March 4, 2026, 7:56 p.m.