Triple
T3415621
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Schulich School of Business |
E72000
|
entity |
| Predicate | hasProgram |
P178
|
FINISHED |
| Object |
BBA
BBA is an undergraduate Bachelor of Business Administration degree program focused on foundational and applied business education.
|
E354520
|
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: BBA | Statement: [Schulich School of Business, hasProgram, BBA]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: BBA Context triple: [Schulich School of Business, hasProgram, BBA]
-
A.
MBA
The MBA is a prestigious graduate-level business degree designed to develop advanced leadership, management, and analytical skills for careers in business and related fields.
-
B.
BA
BA is the two-letter ISO 3166-1 alpha-2 country code assigned to Bosnia and Herzegovina.
-
C.
BA
BA is the commonly used abbreviation for the British Association for the Advancement of Science, a historic organization dedicated to promoting science and its understanding.
-
D.
BA
BA is the vehicle registration code used on license plates for cars registered in Bratislava, the capital city of Slovakia.
-
E.
BA
BA is the commonly used abbreviation for the British Academy, the United Kingdom’s national academy for the humanities and social sciences.
- 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: BBA Triple: [Schulich School of Business, hasProgram, BBA]
Generated description
BBA is an undergraduate Bachelor of Business Administration degree program focused on foundational and applied business education.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: BBA Target entity description: BBA is an undergraduate Bachelor of Business Administration degree program focused on foundational and applied business education.
-
A.
MBA
The MBA is a prestigious graduate-level business degree designed to develop advanced leadership, management, and analytical skills for careers in business and related fields.
-
B.
BA
BA is the two-letter ISO 3166-1 alpha-2 country code assigned to Bosnia and Herzegovina.
-
C.
BA
BA is the commonly used abbreviation for the British Association for the Advancement of Science, a historic organization dedicated to promoting science and its understanding.
-
D.
BA
BA is the commonly used abbreviation for the British Academy, the United Kingdom’s national academy for the humanities and social sciences.
-
E.
BA
BA is the vehicle registration code used on license plates for cars registered in Bratislava, the capital city of Slovakia.
- 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_69ad85ad38e48190b7660c5118a35289 |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adb929b8ec8190aef431ec8ea2cf80 |
completed | March 8, 2026, 6 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b34be316a88190a15cb1e9f31b57d0 |
completed | March 12, 2026, 11:27 p.m. |
| NEDg | Description generation | batch_69b34e4a1db88190b30362f4147754dc |
completed | March 12, 2026, 11:37 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b34ebb55bc81909eabf629b688714e |
completed | March 12, 2026, 11:39 p.m. |
Created at: March 8, 2026, 3:15 p.m.