Triple
T12823148
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Central Plaza |
E306581
|
entity |
| Predicate | architect |
P184
|
FINISHED |
| Object |
Dennis Lau & Ng Chun Man Architects & Engineers
Dennis Lau & Ng Chun Man Architects & Engineers is a prominent Hong Kong-based architectural and engineering firm known for designing major commercial skyscrapers and landmark developments in the region.
|
E1004388
|
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: Dennis Lau & Ng Chun Man Architects & Engineers | Statement: [Central Plaza, architect, Dennis Lau & Ng Chun Man Architects & Engineers]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Dennis Lau & Ng Chun Man Architects & Engineers Context triple: [Central Plaza, architect, Dennis Lau & Ng Chun Man Architects & Engineers]
-
A.
Fong & Chan Architects
Fong & Chan Architects is a San Francisco–based architecture firm best known for serving as architect of record for the landmark de Young Museum in Golden Gate Park.
-
B.
I. M. Pei & Associates
I. M. Pei & Associates was the architectural firm established by renowned modernist architect I. M. Pei, known for its influential contemporary building designs.
-
C.
Heneghan Peng Architects
Heneghan Peng Architects is an international architecture practice known for its contemporary, context-sensitive cultural and civic projects, including major museums and public buildings.
-
D.
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.
-
E.
Brown and Storey Architects
Brown and Storey Architects is a Canadian architectural firm known for innovative urban design projects in Toronto, including prominent public spaces.
- 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: Dennis Lau & Ng Chun Man Architects & Engineers Triple: [Central Plaza, architect, Dennis Lau & Ng Chun Man Architects & Engineers]
Generated description
Dennis Lau & Ng Chun Man Architects & Engineers is a prominent Hong Kong-based architectural and engineering firm known for designing major commercial skyscrapers and landmark developments in the region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Dennis Lau & Ng Chun Man Architects & Engineers Target entity description: Dennis Lau & Ng Chun Man Architects & Engineers is a prominent Hong Kong-based architectural and engineering firm known for designing major commercial skyscrapers and landmark developments in the region.
-
A.
Fong & Chan Architects
Fong & Chan Architects is a San Francisco–based architecture firm best known for serving as architect of record for the landmark de Young Museum in Golden Gate Park.
-
B.
I. M. Pei & Associates
I. M. Pei & Associates was the architectural firm established by renowned modernist architect I. M. Pei, known for its influential contemporary building designs.
-
C.
Heneghan Peng Architects
Heneghan Peng Architects is an international architecture practice known for its contemporary, context-sensitive cultural and civic projects, including major museums and public buildings.
-
D.
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.
-
E.
Brown and Storey Architects
Brown and Storey Architects is a Canadian architectural firm known for innovative urban design projects in Toronto, including prominent public spaces.
- 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_69d7bdf46c448190b1faa55aaacb6317 |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d96e9fcc8c8190a926ab0481d28f14 |
completed | April 10, 2026, 9:41 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f68ed337248190a007fe18c6379910 |
completed | May 2, 2026, 11:54 p.m. |
| NEDg | Description generation | batch_69f691341d0081909ca3b281ee64b42b |
completed | May 3, 2026, 12:05 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f692361c3c81909078a19be1a86231 |
completed | May 3, 2026, 12:09 a.m. |
Created at: April 9, 2026, 5:32 p.m.