Triple
T5569131
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Toyo Ito |
E145952
|
entity |
| Predicate | employer |
P7
|
FINISHED |
| Object |
Toyo Ito & Associates, Architects
Toyo Ito & Associates, Architects is a renowned Japanese architecture firm founded by Pritzker Prize–winning architect Toyo Ito, known for its innovative, fluid, and technologically advanced designs.
|
E534395
|
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: Toyo Ito & Associates, Architects | Statement: [Toyo Ito, employer, Toyo Ito & Associates, Architects]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Toyo Ito & Associates, Architects Context triple: [Toyo Ito, employer, Toyo Ito & Associates, Architects]
-
A.
Moriyama & Teshima Architects
Moriyama & Teshima Architects is a Canadian architectural firm known for designing prominent cultural and institutional buildings, including major museums and educational facilities.
-
B.
Kengo Kuma and Associates
Kengo Kuma and Associates is a renowned Japanese architectural firm led by Kengo Kuma, celebrated for its innovative, nature-integrated designs and extensive use of traditional materials like wood.
-
C.
Kisho Kurokawa Architect & Associates
Kisho Kurokawa Architect & Associates is an architecture firm founded by Japanese Metabolist architect Kisho Kurokawa, known for its innovative, futuristic building designs.
-
D.
Richard Meier & Partners Architects
Richard Meier & Partners Architects is an internationally renowned architecture firm known for its modernist, light-filled designs and extensive use of white geometric forms in museums, cultural institutions, and high-profile buildings worldwide.
-
E.
HKS Architects
HKS Architects is a global architecture firm known for designing large-scale commercial, mixed-use, and hospitality projects.
- 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: Toyo Ito & Associates, Architects Triple: [Toyo Ito, employer, Toyo Ito & Associates, Architects]
Generated description
Toyo Ito & Associates, Architects is a renowned Japanese architecture firm founded by Pritzker Prize–winning architect Toyo Ito, known for its innovative, fluid, and technologically advanced designs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Toyo Ito & Associates, Architects Target entity description: Toyo Ito & Associates, Architects is a renowned Japanese architecture firm founded by Pritzker Prize–winning architect Toyo Ito, known for its innovative, fluid, and technologically advanced designs.
-
A.
Moriyama & Teshima Architects
Moriyama & Teshima Architects is a Canadian architectural firm known for designing prominent cultural and institutional buildings, including major museums and educational facilities.
-
B.
Kengo Kuma and Associates
Kengo Kuma and Associates is a renowned Japanese architectural firm led by Kengo Kuma, celebrated for its innovative, nature-integrated designs and extensive use of traditional materials like wood.
-
C.
Kisho Kurokawa Architect & Associates
Kisho Kurokawa Architect & Associates is an architecture firm founded by Japanese Metabolist architect Kisho Kurokawa, known for its innovative, futuristic building designs.
-
D.
Richard Meier & Partners Architects
Richard Meier & Partners Architects is an internationally renowned architecture firm known for its modernist, light-filled designs and extensive use of white geometric forms in museums, cultural institutions, and high-profile buildings worldwide.
-
E.
HKS Architects
HKS Architects is a global architecture firm known for designing large-scale commercial, mixed-use, and hospitality projects.
- 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_69c008fdae24819081aa002ad99cd966 |
completed | March 22, 2026, 3:21 p.m. |
| NER | Named-entity recognition | batch_69c0203789688190a0bab723186214ad |
completed | March 22, 2026, 5 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c04d177d18819090018371d22c66a3 |
completed | March 22, 2026, 8:12 p.m. |
| NEDg | Description generation | batch_69c04e868cc48190bdb245ba52b9b938 |
completed | March 22, 2026, 8:18 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c04f0de68c8190817b525f2d8ef327 |
completed | March 22, 2026, 8:20 p.m. |
Created at: March 22, 2026, 3:36 p.m.