Triple

T19519200
Position Surface form Disambiguated ID Type / Status
Subject Franco-Ontarians E488359 entity
Predicate legalProtection P125 FINISHED
Object French Language Services Act (Ontario)
The French Language Services Act (Ontario) is a provincial law that guarantees access to government services in French in designated areas of Ontario, protecting the linguistic rights of Franco-Ontarians.
E1379761 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: French Language Services Act (Ontario) | Statement: [Franco-Ontarians, legalProtection, French Language Services Act (Ontario)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: French Language Services Act (Ontario)
Context triple: [Franco-Ontarians, legalProtection, French Language Services Act (Ontario)]
  • A. Official Languages Act (Canada)
    The Official Languages Act (Canada) is a federal law that establishes English and French as the country’s official languages and guarantees their equal status and use within federal institutions.
  • B. Quebec provincial legislation
    Quebec provincial legislation is the body of laws enacted by the National Assembly of Quebec that governs the province’s institutions, civil law system, and public policies.
  • C. Official Languages Act 2003
    The Official Languages Act 2003 is an Irish law that strengthens the status and use of the Irish language in public administration and services, particularly impacting Irish-speaking Gaeltacht regions.
  • D. Indigenous Languages Act (Canada)
    The Indigenous Languages Act (Canada) is a federal law aimed at supporting, revitalizing, and strengthening Indigenous languages across Canada through recognition, funding, and collaborative governance with Indigenous peoples.
  • E. Official Languages Act, 1963
    The Official Languages Act, 1963 is an Indian law that regulates the use of Hindi and English for official purposes of the Union and provides the framework for implementing the country’s official language policy.
  • 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: French Language Services Act (Ontario)
Triple: [Franco-Ontarians, legalProtection, French Language Services Act (Ontario)]
Generated description
The French Language Services Act (Ontario) is a provincial law that guarantees access to government services in French in designated areas of Ontario, protecting the linguistic rights of Franco-Ontarians.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: French Language Services Act (Ontario)
Target entity description: The French Language Services Act (Ontario) is a provincial law that guarantees access to government services in French in designated areas of Ontario, protecting the linguistic rights of Franco-Ontarians.
  • A. Official Languages Act (Canada)
    The Official Languages Act (Canada) is a federal law that establishes English and French as the country’s official languages and guarantees their equal status and use within federal institutions.
  • B. Quebec provincial legislation
    Quebec provincial legislation is the body of laws enacted by the National Assembly of Quebec that governs the province’s institutions, civil law system, and public policies.
  • C. Official Languages Act 2003
    The Official Languages Act 2003 is an Irish law that strengthens the status and use of the Irish language in public administration and services, particularly impacting Irish-speaking Gaeltacht regions.
  • D. Indigenous Languages Act (Canada)
    The Indigenous Languages Act (Canada) is a federal law aimed at supporting, revitalizing, and strengthening Indigenous languages across Canada through recognition, funding, and collaborative governance with Indigenous peoples.
  • E. Official Languages Act, 1963
    The Official Languages Act, 1963 is an Indian law that regulates the use of Hindi and English for official purposes of the Union and provides the framework for implementing the country’s official language policy.
  • 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_69d8e8da8bec819081f400199491ccc3 completed April 10, 2026, 12:11 p.m.
NER Named-entity recognition batch_69e6359edd508190afd68739de676ed7 completed April 20, 2026, 2:18 p.m.
NED1 Entity disambiguation (via context triple) batch_6a074728f7548190a6a8e1888e8c8180 completed May 15, 2026, 4:17 p.m.
NEDg Description generation batch_6a07483465008190966296ddca76e7d2 completed May 15, 2026, 4:22 p.m.
NED2 Entity disambiguation (via description) batch_6a074931b1dc8190804d545e2058a69a completed May 15, 2026, 4:26 p.m.
Created at: April 10, 2026, 1:40 p.m.