Triple
T21683460
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Edmonton City Hall |
E535168
|
entity |
| Predicate | architect |
P184
|
FINISHED |
| Object |
Dub Architects
Dub Architects is an Edmonton-based architectural firm known for designing prominent civic and public buildings, including the city’s landmark City Hall.
|
E1497120
|
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: Dub Architects | Statement: [Edmonton City Hall, architect, Dub Architects]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Dub Architects Context triple: [Edmonton City Hall, architect, Dub Architects]
-
A.
BLT Architects
BLT Architects is an architectural firm known for designing large-scale commercial and civic projects, including major convention centers in the United States.
-
B.
Ennead Architects
Ennead Architects is a prominent New York–based architectural firm known for designing major cultural, educational, and scientific institutions.
-
C.
Bora Architects
Bora Architects is a Portland-based architecture firm known for designing innovative cultural, educational, and civic spaces such as the Mesa Arts Center.
-
D.
JDS Architects
JDS Architects is an international architecture and design firm known for innovative, sculptural projects such as the redevelopment of Oslo’s Holmenkollen ski arena.
-
E.
Safdie Architects
Safdie Architects is an international architecture and urban design firm renowned for its innovative, human-centered projects that often integrate nature and bold geometric forms.
- 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: Dub Architects Triple: [Edmonton City Hall, architect, Dub Architects]
Generated description
Dub Architects is an Edmonton-based architectural firm known for designing prominent civic and public buildings, including the city’s landmark City Hall.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Dub Architects Target entity description: Dub Architects is an Edmonton-based architectural firm known for designing prominent civic and public buildings, including the city’s landmark City Hall.
-
A.
BLT Architects
BLT Architects is an architectural firm known for designing large-scale commercial and civic projects, including major convention centers in the United States.
-
B.
Ennead Architects
Ennead Architects is a prominent New York–based architectural firm known for designing major cultural, educational, and scientific institutions.
-
C.
Bora Architects
Bora Architects is a Portland-based architecture firm known for designing innovative cultural, educational, and civic spaces such as the Mesa Arts Center.
-
D.
JDS Architects
JDS Architects is an international architecture and design firm known for innovative, sculptural projects such as the redevelopment of Oslo’s Holmenkollen ski arena.
-
E.
Safdie Architects
Safdie Architects is an international architecture and urban design firm renowned for its innovative, human-centered projects that often integrate nature and bold geometric forms.
- 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_69e0c469b6ec8190aee4cadd1527db91 |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69ef96c943888190acd783ce8677087c |
completed | April 27, 2026, 5:03 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0a1e1ec8f881909fe66005ff445760 |
completed | May 17, 2026, 7:59 p.m. |
| NEDg | Description generation | batch_6a0a1ee2662c8190887c9fd2073fcd12 |
completed | May 17, 2026, 8:02 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0a1fb328e081908b39b4c85cb23d1e |
completed | May 17, 2026, 8:06 p.m. |
Created at: April 16, 2026, 6:43 p.m.