Triple
T22117960
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Esplanade – Theatres on the Bay |
E546588
|
entity |
| Predicate | architect |
P184
|
FINISHED |
| Object |
DP Architects
DP Architects is a Singapore-based architectural firm known for designing major cultural and commercial landmarks, including the iconic Esplanade – Theatres on the Bay.
|
E1519471
|
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: DP Architects | Statement: [Esplanade – Theatres on the Bay, architect, DP Architects]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: DP Architects Context triple: [Esplanade – Theatres on the Bay, architect, DP Architects]
-
A.
DA Architects + Planners
DA Architects + Planners is a Vancouver-based architectural firm known for its prominent civic and cultural projects, including major waterfront and convention facilities.
-
B.
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.
-
C.
PTW Architects
PTW Architects is an Australian architecture firm internationally recognized for designing the iconic Beijing National Aquatics Center, also known as the "Water Cube."
-
D.
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.
-
E.
Davis Partnership Architects
Davis Partnership Architects is a prominent Denver-based architecture firm known for its diverse portfolio of cultural, healthcare, commercial, and civic projects across the Rocky Mountain region and beyond.
- 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: DP Architects Triple: [Esplanade – Theatres on the Bay, architect, DP Architects]
Generated description
DP Architects is a Singapore-based architectural firm known for designing major cultural and commercial landmarks, including the iconic Esplanade – Theatres on the Bay.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: DP Architects Target entity description: DP Architects is a Singapore-based architectural firm known for designing major cultural and commercial landmarks, including the iconic Esplanade – Theatres on the Bay.
-
A.
DA Architects + Planners
DA Architects + Planners is a Vancouver-based architectural firm known for its prominent civic and cultural projects, including major waterfront and convention facilities.
-
B.
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.
-
C.
PTW Architects
PTW Architects is an Australian architecture firm internationally recognized for designing the iconic Beijing National Aquatics Center, also known as the "Water Cube."
-
D.
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.
-
E.
Davis Partnership Architects
Davis Partnership Architects is a prominent Denver-based architecture firm known for its diverse portfolio of cultural, healthcare, commercial, and civic projects across the Rocky Mountain region and beyond.
- 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_69e11e38b3848190ac3a4fa97d56e65a |
completed | April 16, 2026, 5:36 p.m. |
| NER | Named-entity recognition | batch_69f1294fcf2c81909b610e03a0f1921f |
completed | April 28, 2026, 9:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0a8f1d3ba081909e9ba0fd165449a5 |
completed | May 18, 2026, 4:01 a.m. |
| NEDg | Description generation | batch_6a0a910348ac81909a2b3f5662971e2e |
completed | May 18, 2026, 4:09 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0a91867738819092e49aa8a74cc20b |
completed | May 18, 2026, 4:11 a.m. |
Created at: April 16, 2026, 8:31 p.m.