Triple
T23479417
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cape Town Stadium |
E570360
|
entity |
| Predicate | architect |
P184
|
FINISHED |
| Object |
Louis Karol Architects
Louis Karol Architects is a South African architectural firm known for designing major public and commercial projects, including prominent sports venues.
|
E1588438
|
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: Louis Karol Architects | Statement: [Cape Town Stadium, architect, Louis Karol Architects]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Louis Karol Architects Context triple: [Cape Town Stadium, architect, Louis Karol Architects]
-
A.
Patkau Architects
Patkau Architects is a renowned Canadian architectural firm celebrated for its innovative, context-sensitive designs and significant contributions to contemporary architecture.
-
B.
Assar Architects
Assar Architects is a Belgian architectural firm known for designing major contemporary projects, including the NATO Headquarters in Brussels.
-
C.
Ala Architects
Ala Architects is a Finnish architecture firm known for its contemporary, context-sensitive public and cultural buildings, including major performing arts venues.
-
D.
Arkitema Architects
Arkitema Architects is a Scandinavian architecture firm known for designing contemporary, context-sensitive buildings and public spaces across Denmark and the Nordic region.
-
E.
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.
- 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: Louis Karol Architects Triple: [Cape Town Stadium, architect, Louis Karol Architects]
Generated description
Louis Karol Architects is a South African architectural firm known for designing major public and commercial projects, including prominent sports venues.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Louis Karol Architects Target entity description: Louis Karol Architects is a South African architectural firm known for designing major public and commercial projects, including prominent sports venues.
-
A.
Patkau Architects
Patkau Architects is a renowned Canadian architectural firm celebrated for its innovative, context-sensitive designs and significant contributions to contemporary architecture.
-
B.
Assar Architects
Assar Architects is a Belgian architectural firm known for designing major contemporary projects, including the NATO Headquarters in Brussels.
-
C.
Ala Architects
Ala Architects is a Finnish architecture firm known for its contemporary, context-sensitive public and cultural buildings, including major performing arts venues.
-
D.
Arkitema Architects
Arkitema Architects is a Scandinavian architecture firm known for designing contemporary, context-sensitive buildings and public spaces across Denmark and the Nordic region.
-
E.
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.
- 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_69e245af8a88819084f2704f6d265a92 |
completed | April 17, 2026, 2:37 p.m. |
| NER | Named-entity recognition | batch_69f1a74f48d8819080e875aaea8b46b3 |
completed | April 29, 2026, 6:38 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0c8266463881908b57b239baf344c0 |
completed | May 19, 2026, 3:31 p.m. |
| NEDg | Description generation | batch_6a0ca6f06a348190bfdba0452077f45b |
completed | May 19, 2026, 6:07 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0ca7c5176c81908221307bb50ff4ed |
completed | May 19, 2026, 6:11 p.m. |
Created at: April 17, 2026, 6:02 p.m.