Triple
T1290707
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | FNB Stadium |
E27538
|
entity |
| Predicate | architect |
P184
|
FINISHED |
| Object |
Boogertman + Partners
Boogertman + Partners is a prominent South African architectural firm known for designing major landmark projects across Africa.
|
E147178
|
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: Boogertman + Partners | Statement: [FNB Stadium, architect, Boogertman + Partners]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Boogertman + Partners Context triple: [FNB Stadium, architect, Boogertman + Partners]
-
A.
Benthem Crouwel Architekten
Benthem Crouwel Architekten is a Dutch architecture firm known for its innovative, modern designs for major cultural and public buildings in the Netherlands.
-
B.
Michael Van Valkenburgh Associates
Michael Van Valkenburgh Associates is a prominent landscape architecture firm known for designing major public parks and urban landscapes across the United States and internationally.
-
C.
Foster + Partners
Foster + Partners is a renowned British architecture firm known for its innovative, high-tech designs and landmark projects around the world.
-
D.
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.
-
E.
Zeidler Partnership Architects
Zeidler Partnership Architects is an international architecture firm known for designing prominent commercial and cultural buildings, including major skyscrapers in North America and Latin America.
- 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: Boogertman + Partners Triple: [FNB Stadium, architect, Boogertman + Partners]
Generated description
Boogertman + Partners is a prominent South African architectural firm known for designing major landmark projects across Africa.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Boogertman + Partners Target entity description: Boogertman + Partners is a prominent South African architectural firm known for designing major landmark projects across Africa.
-
A.
Benthem Crouwel Architekten
Benthem Crouwel Architekten is a Dutch architecture firm known for its innovative, modern designs for major cultural and public buildings in the Netherlands.
-
B.
Michael Van Valkenburgh Associates
Michael Van Valkenburgh Associates is a prominent landscape architecture firm known for designing major public parks and urban landscapes across the United States and internationally.
-
C.
Foster + Partners
Foster + Partners is a renowned British architecture firm known for its innovative, high-tech designs and landmark projects around the world.
-
D.
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.
-
E.
Zeidler Partnership Architects
Zeidler Partnership Architects is an international architecture firm known for designing prominent commercial and cultural buildings, including major skyscrapers in North America and Latin America.
- 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_69a496d4ec448190ad653b2590c46711 |
completed | March 1, 2026, 7:43 p.m. |
| NER | Named-entity recognition | batch_69a4c0d6af908190ade9c481cc6f0ad8 |
completed | March 1, 2026, 10:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69acacbf0cf48190937f620900b08d3f |
completed | March 7, 2026, 10:54 p.m. |
| NEDg | Description generation | batch_69acad34fc008190a9c06be5cbe8e8c3 |
completed | March 7, 2026, 10:56 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69acadc3ceb48190a9d67c8e90034c49 |
completed | March 7, 2026, 10:59 p.m. |
Created at: March 1, 2026, 7:51 p.m.