Triple
T1582458
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bloor Street West |
E33995
|
entity |
| Predicate | hasCommercialArea |
P459
|
FINISHED |
| Object |
Koreatown (Bloor between Bathurst and Christie)
Koreatown (Bloor between Bathurst and Christie) is a vibrant Toronto neighbourhood known for its dense concentration of Korean restaurants, shops, and cultural businesses along Bloor Street West.
|
E178746
|
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: Koreatown (Bloor between Bathurst and Christie) | Statement: [Bloor Street West, hasCommercialArea, Koreatown (Bloor between Bathurst and Christie)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Koreatown (Bloor between Bathurst and Christie) Context triple: [Bloor Street West, hasCommercialArea, Koreatown (Bloor between Bathurst and Christie)]
-
A.
Queen’s Park and Bloor Street West
Queen’s Park and Bloor Street West is a major downtown Toronto intersection located near the provincial legislature and several cultural institutions.
-
B.
Chinatown (Toronto)
Chinatown (Toronto) is a vibrant, historic Chinese-Canadian neighborhood known for its bustling markets, diverse Asian eateries, and cultural shops in the heart of downtown Toronto.
-
C.
Front of Yonge
Front of Yonge is a rural township in Eastern Ontario, Canada, situated along the St. Lawrence River in the United Counties of Leeds and Grenville.
-
D.
Midtown Toronto
Midtown Toronto is a central district of Toronto known for its mix of residential neighborhoods, historic landmarks, and vibrant commercial areas.
-
E.
St. Lawrence Market
St. Lawrence Market is a historic public market in downtown Toronto known for its diverse food vendors, local produce, and cultural significance as a city landmark.
- 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: Koreatown (Bloor between Bathurst and Christie) Triple: [Bloor Street West, hasCommercialArea, Koreatown (Bloor between Bathurst and Christie)]
Generated description
Koreatown (Bloor between Bathurst and Christie) is a vibrant Toronto neighbourhood known for its dense concentration of Korean restaurants, shops, and cultural businesses along Bloor Street West.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Koreatown (Bloor between Bathurst and Christie) Target entity description: Koreatown (Bloor between Bathurst and Christie) is a vibrant Toronto neighbourhood known for its dense concentration of Korean restaurants, shops, and cultural businesses along Bloor Street West.
-
A.
Queen’s Park and Bloor Street West
Queen’s Park and Bloor Street West is a major downtown Toronto intersection located near the provincial legislature and several cultural institutions.
-
B.
Chinatown (Toronto)
Chinatown (Toronto) is a vibrant, historic Chinese-Canadian neighborhood known for its bustling markets, diverse Asian eateries, and cultural shops in the heart of downtown Toronto.
-
C.
Front of Yonge
Front of Yonge is a rural township in Eastern Ontario, Canada, situated along the St. Lawrence River in the United Counties of Leeds and Grenville.
-
D.
Midtown Toronto
Midtown Toronto is a central district of Toronto known for its mix of residential neighborhoods, historic landmarks, and vibrant commercial areas.
-
E.
St. Lawrence Market
St. Lawrence Market is a historic public market in downtown Toronto known for its diverse food vendors, local produce, and cultural significance as a city landmark.
- 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_69a885fceb2c8190b47e0f7c0aefbff0 |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69a908ef80a48190bd5a8e51c65e5588 |
completed | March 5, 2026, 4:39 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad403355f4819084a560226a190b8a |
completed | March 8, 2026, 9:24 a.m. |
| NEDg | Description generation | batch_69ad40e7db808190a94dd9932ea8d6c4 |
completed | March 8, 2026, 9:27 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad417c2ff48190af8e62a015b45c6b |
completed | March 8, 2026, 9:29 a.m. |
Created at: March 4, 2026, 7:27 p.m.