Triple
T4708709
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Auckland Art Gallery Toi o Tāmaki |
E104455
|
entity |
| Predicate | architect |
P184
|
FINISHED |
| Object |
Mitchell & Stout Architects
Mitchell & Stout Architects is a New Zealand architectural practice known for its innovative, context-sensitive public and cultural buildings.
|
E464199
|
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: Mitchell & Stout Architects | Statement: [Auckland Art Gallery Toi o Tāmaki, architect, Mitchell & Stout Architects]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mitchell & Stout Architects Context triple: [Auckland Art Gallery Toi o Tāmaki, architect, Mitchell & Stout 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/Giurgola & Thorp Architects
Mitchell/Giurgola & Thorp Architects is an architectural firm best known for designing Australia’s Parliament House in Canberra, a landmark of contemporary civic architecture.
-
C.
Fox & Fowle Architects
Fox & Fowle Architects is a New York–based architectural firm known for designing prominent commercial skyscrapers and environmentally conscious 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.
Marks Barfield Architects
Marks Barfield Architects is a British architectural practice best known for designing the iconic London Eye observation wheel in London.
- 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: Mitchell & Stout Architects Triple: [Auckland Art Gallery Toi o Tāmaki, architect, Mitchell & Stout Architects]
Generated description
Mitchell & Stout Architects is a New Zealand architectural practice known for its innovative, context-sensitive public and cultural buildings.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mitchell & Stout Architects Target entity description: Mitchell & Stout Architects is a New Zealand architectural practice known for its innovative, context-sensitive public and cultural buildings.
-
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/Giurgola & Thorp Architects
Mitchell/Giurgola & Thorp Architects is an architectural firm best known for designing Australia’s Parliament House in Canberra, a landmark of contemporary civic architecture.
-
C.
Fox & Fowle Architects
Fox & Fowle Architects is a New York–based architectural firm known for designing prominent commercial skyscrapers and environmentally conscious 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.
Marks Barfield Architects
Marks Barfield Architects is a British architectural practice best known for designing the iconic London Eye observation wheel in London.
- 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_69bd43eac3c08190af7e4020c6c3704c |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd63ebf7e48190b545670ec114bd7e |
completed | March 20, 2026, 3:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be10721b88819093be46bc5cae17c0 |
completed | March 21, 2026, 3:28 a.m. |
| NEDg | Description generation | batch_69be1452eba88190bf982ab0f464e96f |
completed | March 21, 2026, 3:45 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be14ca370481909c5e144e63ceb495 |
completed | March 21, 2026, 3:47 a.m. |
Created at: March 20, 2026, 1:17 p.m.