Triple
T2188489
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Brannon Braga |
E49806
|
entity |
| Predicate | education |
P5
|
FINISHED |
| Object |
Humber College
Humber College is a large public college of applied arts and technology in Toronto, Canada, known for its career-focused diploma, degree, and certificate programs.
|
E242295
|
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: Humber College | Statement: [Brannon Braga, education, Humber College]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Humber College Context triple: [Brannon Braga, education, Humber College]
-
A.
Algonquin College
Algonquin College is a large publicly funded college of applied arts and technology in Ottawa, Ontario, known for its career-focused programs and strong ties to industry.
-
B.
Fanshawe College
Fanshawe College is a large public college of applied arts and technology in London, Ontario, known for its wide range of career-focused diploma, degree, and certificate programs.
-
C.
Canadore College
Canadore College is a public college of applied arts and technology based in North Bay, Northern Ontario, offering career-focused diploma, certificate, and degree programs.
-
D.
St. Clair College
St. Clair College is a public community college in Ontario, Canada, offering a range of career-focused diploma, certificate, and degree programs.
-
E.
Mohawk College
Mohawk College is a public college of applied arts and technology in Hamilton, Ontario, known for its career-focused programs and strong ties to local industry.
- 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: Humber College Triple: [Brannon Braga, education, Humber College]
Generated description
Humber College is a large public college of applied arts and technology in Toronto, Canada, known for its career-focused diploma, degree, and certificate programs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Humber College Target entity description: Humber College is a large public college of applied arts and technology in Toronto, Canada, known for its career-focused diploma, degree, and certificate programs.
-
A.
Algonquin College
Algonquin College is a large publicly funded college of applied arts and technology in Ottawa, Ontario, known for its career-focused programs and strong ties to industry.
-
B.
Fanshawe College
Fanshawe College is a large public college of applied arts and technology in London, Ontario, known for its wide range of career-focused diploma, degree, and certificate programs.
-
C.
Canadore College
Canadore College is a public college of applied arts and technology based in North Bay, Northern Ontario, offering career-focused diploma, certificate, and degree programs.
-
D.
St. Clair College
St. Clair College is a public community college in Ontario, Canada, offering a range of career-focused diploma, certificate, and degree programs.
-
E.
Mohawk College
Mohawk College is a public college of applied arts and technology in Hamilton, Ontario, known for its career-focused programs and strong ties to local industry.
- 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_69a88aaba3c48190b351cab9b26989ff |
completed | March 4, 2026, 7:40 p.m. |
| NER | Named-entity recognition | batch_69abbf373c608190b7716c137b3e9fe9 |
completed | March 7, 2026, 6:01 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae5dada268819082ddc4acd58e19f3 |
completed | March 9, 2026, 5:42 a.m. |
| NEDg | Description generation | batch_69ae5e5fe37c8190bcf73200d32f5faa |
completed | March 9, 2026, 5:45 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae5ed1e3208190b46d5e8361c2a5f6 |
completed | March 9, 2026, 5:46 a.m. |
Created at: March 4, 2026, 7:45 p.m.