Triple

T13123311
Position Surface form Disambiguated ID Type / Status
Subject Ontario public college system E311778 entity
Predicate credentialFramework P108169 FINISHED
Object Ontario Qualifications Framework
The Ontario Qualifications Framework is the province-wide system that defines and standardizes the levels, learning outcomes, and credentials offered across Ontario’s postsecondary and training sectors.
E1022471 NE FINISHED

How this triple was built (5 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: Ontario Qualifications Framework | Statement: [Ontario public college system, credentialFramework, Ontario Qualifications Framework]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ontario Qualifications Framework
Context triple: [Ontario public college system, credentialFramework, Ontario Qualifications Framework]
  • A. Ontario Academic Credit
    The Ontario Academic Credit was a former high school credit system in Ontario, Canada, used primarily in grades 12 and 13 to prepare students for post-secondary education before being phased out in the late 1990s.
  • B. Ontario Secondary School Diploma
    The Ontario Secondary School Diploma is the official high school graduation credential in Ontario, Canada, awarded to students who successfully complete the province’s required secondary school curriculum and assessments.
  • C. New Zealand Qualifications Framework
    The New Zealand Qualifications Framework is the national system that classifies and quality-assures all officially recognized education and training qualifications in New Zealand across schools, vocational education, and higher education.
  • D. Ontario College Certificate
    An Ontario College Certificate is a postsecondary credential awarded by colleges in Ontario, Canada for completing short, career-focused programs that prepare students for entry-level employment or further study.
  • E. Australian Qualifications Framework
    The Australian Qualifications Framework is the national policy that standardizes and regulates qualifications across Australia’s education and training sectors, including schools, vocational education, and higher education.
  • 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: Ontario Qualifications Framework
Triple: [Ontario public college system, credentialFramework, Ontario Qualifications Framework]
Generated description
The Ontario Qualifications Framework is the province-wide system that defines and standardizes the levels, learning outcomes, and credentials offered across Ontario’s postsecondary and training sectors.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ontario Qualifications Framework
Target entity description: The Ontario Qualifications Framework is the province-wide system that defines and standardizes the levels, learning outcomes, and credentials offered across Ontario’s postsecondary and training sectors.
  • A. Ontario Academic Credit
    The Ontario Academic Credit was a former high school credit system in Ontario, Canada, used primarily in grades 12 and 13 to prepare students for post-secondary education before being phased out in the late 1990s.
  • B. Ontario Secondary School Diploma
    The Ontario Secondary School Diploma is the official high school graduation credential in Ontario, Canada, awarded to students who successfully complete the province’s required secondary school curriculum and assessments.
  • C. New Zealand Qualifications Framework
    The New Zealand Qualifications Framework is the national system that classifies and quality-assures all officially recognized education and training qualifications in New Zealand across schools, vocational education, and higher education.
  • D. Ontario College Certificate
    An Ontario College Certificate is a postsecondary credential awarded by colleges in Ontario, Canada for completing short, career-focused programs that prepare students for entry-level employment or further study.
  • E. Australian Qualifications Framework
    The Australian Qualifications Framework is the national policy that standardizes and regulates qualifications across Australia’s education and training sectors, including schools, vocational education, and higher education.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: credentialFramework
Context triple: [Ontario public college system, credentialFramework, Ontario Qualifications Framework]
  • A. credentialType
    Indicates the specific kind or category of credential associated with an entity or relationship.
  • B. identityComponent
    Indicates that one entity functions as an identifying or defining part of another entity, contributing to its overall identity.
  • C. authenticationProperty
    Indicates a relationship where an entity is associated with a specific characteristic, method, or parameter used in its authentication process.
  • D. credentialOffered
    Indicates that one party presents or makes available a credential to another party for potential acceptance or use.
  • E. authenticationStandard
    Indicates that one entity defines, specifies, or adheres to a particular method, protocol, or set of rules for verifying the identity of another entity.
  • F. None of above. chosen

Provenance (7 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_69d806a9fe888190b081e2d9ea665d6c completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d9819840b881909b76022b4c4dcaed completed April 10, 2026, 11:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6e289462c8190b1625a26f019d744 completed May 3, 2026, 5:52 a.m.
NEDg Description generation batch_69f6e44fa8c88190a8f7bd715f34ec0b completed May 3, 2026, 5:59 a.m.
NED2 Entity disambiguation (via description) batch_69f6e4c96b8c8190bb2f2988a5f8a14b completed May 3, 2026, 6:01 a.m.
PD Predicate disambiguation batch_69d98043a74c81908648e6cd0b4c7f71 completed April 10, 2026, 10:57 p.m.
PDg Predicate description generation batch_69d98134df64819084a5674f9475dcc2 completed April 10, 2026, 11:01 p.m.
Created at: April 9, 2026, 9:07 p.m.