Triple
T9993794
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Vaughan City Hall |
E196950
|
entity |
| Predicate | architect |
P184
|
FINISHED |
| Object |
Raimondo + Associates Architects
Raimondo + Associates Architects is an architectural firm known for designing prominent civic buildings, including Vaughan City Hall in Ontario, Canada.
|
E833664
|
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: Raimondo + Associates Architects | Statement: [Vaughan City Hall, architect, Raimondo + Associates Architects]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Raimondo + Associates Architects Context triple: [Vaughan City Hall, architect, Raimondo + Associates Architects]
-
A.
Diamond and Schmitt Architects
Diamond and Schmitt Architects is a Canadian architecture firm known for designing major institutional and cultural buildings, including prominent university and research facilities.
-
B.
Mitchell & Stout Architects
Mitchell & Stout Architects is a New Zealand architectural practice known for its innovative, context-sensitive public and cultural buildings.
-
C.
Kallmann McKinnell & Wood Architects
Kallmann McKinnell & Wood Architects is an American architectural firm known for its modernist and institutional designs, including prominent cultural and civic buildings.
-
D.
Scharfstein Architects
Scharfstein Architects is an architectural firm known for its role in designing the Red Bull Arena soccer stadium in Harrison, New Jersey.
-
E.
Stanley M. Takac Architects
Stanley M. Takac Architects is an architectural firm known for designing large public and sports facilities, including major arenas in Ontario, Canada.
- 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: Raimondo + Associates Architects Triple: [Vaughan City Hall, architect, Raimondo + Associates Architects]
Generated description
Raimondo + Associates Architects is an architectural firm known for designing prominent civic buildings, including Vaughan City Hall in Ontario, Canada.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Raimondo + Associates Architects Target entity description: Raimondo + Associates Architects is an architectural firm known for designing prominent civic buildings, including Vaughan City Hall in Ontario, Canada.
-
A.
Diamond and Schmitt Architects
Diamond and Schmitt Architects is a Canadian architecture firm known for designing major institutional and cultural buildings, including prominent university and research facilities.
-
B.
Mitchell & Stout Architects
Mitchell & Stout Architects is a New Zealand architectural practice known for its innovative, context-sensitive public and cultural buildings.
-
C.
Kallmann McKinnell & Wood Architects
Kallmann McKinnell & Wood Architects is an American architectural firm known for its modernist and institutional designs, including prominent cultural and civic buildings.
-
D.
Scharfstein Architects
Scharfstein Architects is an architectural firm known for its role in designing the Red Bull Arena soccer stadium in Harrison, New Jersey.
-
E.
Stanley M. Takac Architects
Stanley M. Takac Architects is an architectural firm known for designing large public and sports facilities, including major arenas in Ontario, Canada.
- 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_69ca82f1678c819093d06320a05f16a4 |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cdcb982d5c81909779c6e9d780b399 |
completed | April 2, 2026, 1:51 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d2582ac03481908e76c10218f419d5 |
completed | April 5, 2026, 12:40 p.m. |
| NEDg | Description generation | batch_69d259701e488190b288c9f523a1ec87 |
completed | April 5, 2026, 12:45 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d259da25e081909ac184f4fa80c57e |
completed | April 5, 2026, 12:47 p.m. |
Created at: March 30, 2026, 8:50 p.m.