Triple
T83428
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bridgewater Hall |
E1677
|
entity |
| Predicate | structuralEngineer |
P616
|
FINISHED |
| Object |
Arup
Arup is a global engineering and design consultancy renowned for its innovative structural solutions on major buildings and infrastructure projects worldwide.
|
E11194
|
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: Arup | Statement: [Bridgewater Hall, structuralEngineer, Arup]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Arup Context triple: [Bridgewater Hall, structuralEngineer, Arup]
-
A.
Arup Associates
Arup Associates is a multidisciplinary architectural and engineering firm known for designing innovative, high-performance buildings and cultural venues.
-
B.
Skidmore, Owings & Merrill
Skidmore, Owings & Merrill is a prominent American architecture and engineering firm renowned for designing major modernist and high-rise buildings worldwide.
-
C.
Holabird & Roche
Holabird & Roche was a prominent Chicago-based architectural firm known for its influential early skyscraper designs and major civic projects in the late 19th and early 20th centuries.
-
D.
Sullivan & Worcester
Sullivan & Worcester is a Boston-based law firm known for its corporate, tax, and real estate practices and its work with business and financial clients.
-
E.
Shepley, Rutan and Coolidge
Shepley, Rutan and Coolidge was a prominent late-19th- and early-20th-century American architectural firm known for its influential institutional and civic buildings in the Beaux-Arts and Classical Revival styles.
- 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: Arup Triple: [Bridgewater Hall, structuralEngineer, Arup]
Generated description
Arup is a global engineering and design consultancy renowned for its innovative structural solutions on major buildings and infrastructure projects worldwide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Arup Target entity description: Arup is a global engineering and design consultancy renowned for its innovative structural solutions on major buildings and infrastructure projects worldwide.
-
A.
Arup Associates
chosen
Arup Associates is a multidisciplinary architectural and engineering firm known for designing innovative, high-performance buildings and cultural venues.
-
B.
Skidmore, Owings & Merrill
Skidmore, Owings & Merrill is a prominent American architecture and engineering firm renowned for designing major modernist and high-rise buildings worldwide.
-
C.
Holabird & Roche
Holabird & Roche was a prominent Chicago-based architectural firm known for its influential early skyscraper designs and major civic projects in the late 19th and early 20th centuries.
-
D.
Sullivan & Worcester
Sullivan & Worcester is a Boston-based law firm known for its corporate, tax, and real estate practices and its work with business and financial clients.
-
E.
Shepley, Rutan and Coolidge
Shepley, Rutan and Coolidge was a prominent late-19th- and early-20th-century American architectural firm known for its influential institutional and civic buildings in the Beaux-Arts and Classical Revival styles.
- F. None of above.
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_69a24c8150408190910a693eb51c1f71 |
completed | Feb. 28, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69a24f4ccb5081908decac81f4af01bf |
completed | Feb. 28, 2026, 2:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a284fb8c1481908d7796593836c925 |
completed | Feb. 28, 2026, 6:02 a.m. |
| NEDg | Description generation | batch_69a2860807c48190a0073124dba847e7 |
completed | Feb. 28, 2026, 6:07 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a286c53b348190bcec6ff70fa3ac16 |
completed | Feb. 28, 2026, 6:10 a.m. |
Created at: Feb. 28, 2026, 2:06 a.m.