Triple

T9267472
Position Surface form Disambiguated ID Type / Status
Subject Ministry of Municipal Affairs and Housing (Quebec) E222735 entity
Predicate headOfDepartmentTitle P18747 FINISHED
Object Minister of Municipal Affairs and Housing
The Minister of Municipal Affairs and Housing is the Quebec cabinet member responsible for overseeing municipal governance and housing policy in the province.
E222735 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: Minister of Municipal Affairs and Housing | Statement: [Ministry of Municipal Affairs and Housing (Quebec), headOfDepartmentTitle, Minister of Municipal Affairs and Housing]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Minister of Municipal Affairs and Housing
Context triple: [Ministry of Municipal Affairs and Housing (Quebec), headOfDepartmentTitle, Minister of Municipal Affairs and Housing]
  • A. Minister of Infrastructure and Housing
    The Minister of Infrastructure and Housing is a senior Portuguese government cabinet position responsible for national transport networks, public works, and housing policy.
  • B. Ministry of Municipal Affairs and Housing (Quebec)
    The Ministry of Municipal Affairs and Housing (Quebec) is a provincial government department responsible for overseeing municipal governance, local infrastructure, and housing policy across Quebec.
  • C. Minister of Housing of New Zealand
    The Minister of Housing of New Zealand is a senior government role responsible for overseeing national housing policy, public and social housing programs, and initiatives to improve housing affordability and quality across the country.
  • D. Minister for Regional Development, Local Government and Territories
    The Minister for Regional Development, Local Government and Territories is an Australian government cabinet position responsible for policies and oversight relating to regional development, local government affairs, and the administration of federal territories.
  • E. Secretary of State for Levelling Up, Housing and Communities
    The Secretary of State for Levelling Up, Housing and Communities is a senior UK government minister responsible for regional development, housing policy, local government, and efforts to reduce geographic inequality across the country.
  • 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: Minister of Municipal Affairs and Housing
Triple: [Ministry of Municipal Affairs and Housing (Quebec), headOfDepartmentTitle, Minister of Municipal Affairs and Housing]
Generated description
The Minister of Municipal Affairs and Housing is the Quebec cabinet member responsible for overseeing municipal governance and housing policy in the province.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Minister of Municipal Affairs and Housing
Target entity description: The Minister of Municipal Affairs and Housing is the Quebec cabinet member responsible for overseeing municipal governance and housing policy in the province.
  • A. Minister of Infrastructure and Housing
    The Minister of Infrastructure and Housing is a senior Portuguese government cabinet position responsible for national transport networks, public works, and housing policy.
  • B. Ministry of Municipal Affairs and Housing (Quebec) chosen
    The Ministry of Municipal Affairs and Housing (Quebec) is a provincial government department responsible for overseeing municipal governance, local infrastructure, and housing policy across Quebec.
  • C. Minister of Housing of New Zealand
    The Minister of Housing of New Zealand is a senior government role responsible for overseeing national housing policy, public and social housing programs, and initiatives to improve housing affordability and quality across the country.
  • D. Minister for Regional Development, Local Government and Territories
    The Minister for Regional Development, Local Government and Territories is an Australian government cabinet position responsible for policies and oversight relating to regional development, local government affairs, and the administration of federal territories.
  • E. Secretary of State for Levelling Up, Housing and Communities
    The Secretary of State for Levelling Up, Housing and Communities is a senior UK government minister responsible for regional development, housing policy, local government, and efforts to reduce geographic inequality across the country.
  • F. None of above.

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_69ca841f2e808190a64f4c31903a1332 completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cd074d2d0081909f9f8db04547358e completed April 1, 2026, 11:53 a.m.
NED1 Entity disambiguation (via context triple) batch_69d09c193b548190afe79d0c84fa2bd3 completed April 4, 2026, 5:05 a.m.
NEDg Description generation batch_69d09cf11e488190b61f4a61002454e6 completed April 4, 2026, 5:09 a.m.
NED2 Entity disambiguation (via description) batch_69d09e2450048190b5aa31507e54d6c8 completed April 4, 2026, 5:14 a.m.
Created at: March 30, 2026, 7:33 p.m.