Triple
T3682070
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Brampton Transit bus services |
E78134
|
entity |
| Predicate | primaryHub |
P394
|
FINISHED |
| Object |
Shoppers World Terminal
Shoppers World Terminal is a major Brampton, Ontario bus terminal and transfer point serving numerous local and regional transit routes.
|
E379885
|
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: Shoppers World Terminal | Statement: [Brampton Transit bus services, primaryHub, Shoppers World Terminal]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shoppers World Terminal Context triple: [Brampton Transit bus services, primaryHub, Shoppers World Terminal]
-
A.
Shoppers World
Shoppers World is a large open-air shopping center in Framingham, Massachusetts, known as one of the first suburban shopping malls in the United States.
-
B.
Westgate Shopping Centre
Westgate Shopping Centre is a major regional retail mall located in Roodepoort, South Africa, featuring a wide range of shops, dining options, and entertainment facilities.
-
C.
Westgate Shopping Centre
Westgate Shopping Centre is a retail complex in Stevenage, England, featuring a range of high-street shops, services, and dining options.
-
D.
Westgate Shopping Park
Westgate Shopping Park is a retail complex in Basildon, England, featuring a range of high-street stores, restaurants, and ample parking.
-
E.
Broadway Shopping Centre
Broadway Shopping Centre is a retail complex located in the Hammersmith district of west London, England, featuring a variety of shops, services, and eateries.
- 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: Shoppers World Terminal Triple: [Brampton Transit bus services, primaryHub, Shoppers World Terminal]
Generated description
Shoppers World Terminal is a major Brampton, Ontario bus terminal and transfer point serving numerous local and regional transit routes.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Shoppers World Terminal Target entity description: Shoppers World Terminal is a major Brampton, Ontario bus terminal and transfer point serving numerous local and regional transit routes.
-
A.
Shoppers World
Shoppers World is a large open-air shopping center in Framingham, Massachusetts, known as one of the first suburban shopping malls in the United States.
-
B.
Westgate Shopping Centre
Westgate Shopping Centre is a major regional retail mall located in Roodepoort, South Africa, featuring a wide range of shops, dining options, and entertainment facilities.
-
C.
Westgate Shopping Centre
Westgate Shopping Centre is a retail complex in Stevenage, England, featuring a range of high-street shops, services, and dining options.
-
D.
Westgate Shopping Park
Westgate Shopping Park is a retail complex in Basildon, England, featuring a range of high-street stores, restaurants, and ample parking.
-
E.
Broadway Shopping Centre
Broadway Shopping Centre is a retail complex located in the Hammersmith district of west London, England, featuring a variety of shops, services, and eateries.
- 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_69ad85e18c1c8190be8aafb227f39f48 |
completed | March 8, 2026, 2:21 p.m. |
| NER | Named-entity recognition | batch_69adc492aed481909e8986378ad283fc |
completed | March 8, 2026, 6:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4c3b306c081909b3857daa4f97ce2 |
completed | March 14, 2026, 2:10 a.m. |
| NEDg | Description generation | batch_69b4c56b76ac81909ae8d2ef10b8ed28 |
completed | March 14, 2026, 2:18 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b4c62f7b7c81909150d8e40bb2dda4 |
completed | March 14, 2026, 2:21 a.m. |
Created at: March 8, 2026, 3:25 p.m.