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.