Triple

T18490513
Position Surface form Disambiguated ID Type / Status
Subject Quebec civil service E451805 entity
Predicate regulatedBy P86 FINISHED
Object Quebec collective agreements for public servants
Quebec collective agreements for public servants are legally binding contracts that define the working conditions, rights, and obligations of employees and employers in Quebec’s public sector.
E1328286 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: Quebec collective agreements for public servants | Statement: [Quebec civil service, regulatedBy, Quebec collective agreements for public servants]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Quebec collective agreements for public servants
Context triple: [Quebec civil service, regulatedBy, Quebec collective agreements for public servants]
  • A. Quebec civil service
    The Quebec civil service is the professional administrative apparatus of the provincial government that was rapidly modernized and expanded during the Quiet Revolution to implement wide-ranging social, economic, and educational reforms.
  • B. Public Service Employment Act (Canada)
    The Public Service Employment Act (Canada) is a federal statute that governs the hiring, appointment, and employment conditions of public servants within the Canadian public service.
  • C. Northeastern Quebec Agreement
    The Northeastern Quebec Agreement is a landmark 1978 land claims settlement between Indigenous peoples in northern Quebec and the Canadian and Quebec governments, addressing rights to land, resources, and self-government.
  • D. Public Service Labour Relations Act
    The Public Service Labour Relations Act is a Canadian federal statute that governs collective bargaining, labour relations, and dispute resolution between the government and its public service employees.
  • E. Quebec administrative tribunals in civil matters
    Quebec administrative tribunals in civil matters are specialized quasi-judicial bodies that resolve disputes and apply regulatory frameworks in specific areas of civil law within the province of Quebec.
  • 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: Quebec collective agreements for public servants
Triple: [Quebec civil service, regulatedBy, Quebec collective agreements for public servants]
Generated description
Quebec collective agreements for public servants are legally binding contracts that define the working conditions, rights, and obligations of employees and employers in Quebec’s public sector.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Quebec collective agreements for public servants
Target entity description: Quebec collective agreements for public servants are legally binding contracts that define the working conditions, rights, and obligations of employees and employers in Quebec’s public sector.
  • A. Quebec civil service
    The Quebec civil service is the professional administrative apparatus of the provincial government that was rapidly modernized and expanded during the Quiet Revolution to implement wide-ranging social, economic, and educational reforms.
  • B. Public Service Employment Act (Canada)
    The Public Service Employment Act (Canada) is a federal statute that governs the hiring, appointment, and employment conditions of public servants within the Canadian public service.
  • C. Northeastern Quebec Agreement
    The Northeastern Quebec Agreement is a landmark 1978 land claims settlement between Indigenous peoples in northern Quebec and the Canadian and Quebec governments, addressing rights to land, resources, and self-government.
  • D. Public Service Labour Relations Act
    The Public Service Labour Relations Act is a Canadian federal statute that governs collective bargaining, labour relations, and dispute resolution between the government and its public service employees.
  • E. Quebec administrative tribunals in civil matters
    Quebec administrative tribunals in civil matters are specialized quasi-judicial bodies that resolve disputes and apply regulatory frameworks in specific areas of civil law within the province of Quebec.
  • 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_69d8d3855d50819097fc8561b0299dd9 completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e531db64b8819089f638718dddb1dc completed April 19, 2026, 7:49 p.m.
NED1 Entity disambiguation (via context triple) batch_6a04713c21c48190bc34746e0d5f75b4 completed May 13, 2026, 12:40 p.m.
NEDg Description generation batch_6a04863e4f4c8190a79373a9cd510ed5 completed May 13, 2026, 2:10 p.m.
NED2 Entity disambiguation (via description) batch_6a0486f4ec3c81908fc7189c03b63ddb completed May 13, 2026, 2:13 p.m.
Created at: April 10, 2026, 11:35 a.m.