Triple
T239170
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Royal Ontario Museum |
E4889
|
entity |
| Predicate | hasArchitect |
P184
|
FINISHED |
| Object |
Bregman + Hamann Architects
Bregman + Hamann Architects is a Canadian architecture firm known for its work on major cultural and institutional projects, including the Royal Ontario Museum in Toronto.
|
E30773
|
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: Bregman + Hamann Architects | Statement: [Royal Ontario Museum, hasArchitect, Bregman + Hamann Architects]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bregman + Hamann Architects Context triple: [Royal Ontario Museum, hasArchitect, Bregman + Hamann Architects]
-
A.
Krueck + Sexton Architects
Krueck + Sexton Architects is a Chicago-based architecture firm known for its modernist, glass-intensive designs and high-profile public projects.
-
B.
Gwathmey Siegel & Associates Architects
Gwathmey Siegel & Associates Architects was a prominent New York–based modernist architecture firm known for its museum, cultural, and institutional projects.
-
C.
Steven Holl Architects
Steven Holl Architects is an internationally renowned architecture firm led by Steven Holl, known for its innovative, light-driven designs and influential cultural and educational buildings worldwide.
-
D.
HOK Group
HOK Group is a global design, architecture, engineering, and planning firm known for large-scale commercial, civic, and sports projects.
-
E.
Lohan Caprile Goettsch Architects
Lohan Caprile Goettsch Architects is an architecture firm known for major civic and commercial projects, including the prominent redesign of Chicago’s Soldier Field stadium.
- 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: Bregman + Hamann Architects Triple: [Royal Ontario Museum, hasArchitect, Bregman + Hamann Architects]
Generated description
Bregman + Hamann Architects is a Canadian architecture firm known for its work on major cultural and institutional projects, including the Royal Ontario Museum in Toronto.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bregman + Hamann Architects Target entity description: Bregman + Hamann Architects is a Canadian architecture firm known for its work on major cultural and institutional projects, including the Royal Ontario Museum in Toronto.
-
A.
Krueck + Sexton Architects
Krueck + Sexton Architects is a Chicago-based architecture firm known for its modernist, glass-intensive designs and high-profile public projects.
-
B.
Gwathmey Siegel & Associates Architects
Gwathmey Siegel & Associates Architects was a prominent New York–based modernist architecture firm known for its museum, cultural, and institutional projects.
-
C.
Steven Holl Architects
Steven Holl Architects is an internationally renowned architecture firm led by Steven Holl, known for its innovative, light-driven designs and influential cultural and educational buildings worldwide.
-
D.
HOK Group
HOK Group is a global design, architecture, engineering, and planning firm known for large-scale commercial, civic, and sports projects.
-
E.
Lohan Caprile Goettsch Architects
Lohan Caprile Goettsch Architects is an architecture firm known for major civic and commercial projects, including the prominent redesign of Chicago’s Soldier Field stadium.
- 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_69a257c3d0708190b0871c4269d273e6 |
completed | Feb. 28, 2026, 2:49 a.m. |
| NER | Named-entity recognition | batch_69a25ceaecdc81909e9ff49cb6a4e02a |
completed | Feb. 28, 2026, 3:11 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a36735dff881908ed9cefbf6f5e09d |
completed | Feb. 28, 2026, 10:07 p.m. |
| NEDg | Description generation | batch_69a367d82e9c8190ae1bcc99232a24fa |
completed | Feb. 28, 2026, 10:10 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a3689a2970819087306bff495a4a3a |
completed | Feb. 28, 2026, 10:13 p.m. |
Created at: Feb. 28, 2026, 2:53 a.m.