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.