Triple
T6610346
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Royal Exchange, Manchester |
E149219
|
entity |
| Predicate | architect |
P184
|
FINISHED |
| Object |
Bradshaw Gass & Hope
Bradshaw Gass & Hope is a British architectural practice known for its prominent late 19th- and early 20th-century commercial and civic buildings.
|
E608209
|
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: Bradshaw Gass & Hope | Statement: [Royal Exchange, Manchester, architect, Bradshaw Gass & Hope]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bradshaw Gass & Hope Context triple: [Royal Exchange, Manchester, architect, Bradshaw Gass & Hope]
-
A.
G. Maunsell & Partners
G. Maunsell & Partners was a prominent British civil engineering and consulting firm known for designing major infrastructure projects, including significant bridges and transport structures worldwide.
-
B.
Squire and Partners
Squire and Partners is a London-based architecture and design practice known for its contemporary, high-profile residential and commercial projects in the UK and internationally.
-
C.
Sidgwick & Jackson
Sidgwick & Jackson is a British publishing house known for producing a wide range of non-fiction and literary works, including notable political memoirs.
-
D.
Benson & Forsyth
Benson & Forsyth is a British architectural practice known for its modernist and innovative public building designs, including major museum projects.
-
E.
Hugh Stubbins and Associates
Hugh Stubbins and Associates was an American architectural firm known for designing prominent public and institutional buildings in the late 20th century.
- 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: Bradshaw Gass & Hope Triple: [Royal Exchange, Manchester, architect, Bradshaw Gass & Hope]
Generated description
Bradshaw Gass & Hope is a British architectural practice known for its prominent late 19th- and early 20th-century commercial and civic buildings.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bradshaw Gass & Hope Target entity description: Bradshaw Gass & Hope is a British architectural practice known for its prominent late 19th- and early 20th-century commercial and civic buildings.
-
A.
G. Maunsell & Partners
G. Maunsell & Partners was a prominent British civil engineering and consulting firm known for designing major infrastructure projects, including significant bridges and transport structures worldwide.
-
B.
Squire and Partners
Squire and Partners is a London-based architecture and design practice known for its contemporary, high-profile residential and commercial projects in the UK and internationally.
-
C.
Sidgwick & Jackson
Sidgwick & Jackson is a British publishing house known for producing a wide range of non-fiction and literary works, including notable political memoirs.
-
D.
Benson & Forsyth
Benson & Forsyth is a British architectural practice known for its modernist and innovative public building designs, including major museum projects.
-
E.
Hugh Stubbins and Associates
Hugh Stubbins and Associates was an American architectural firm known for designing prominent public and institutional buildings in the late 20th century.
- 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_69c687ebc680819094caf71faba2efe2 |
completed | March 27, 2026, 1:36 p.m. |
| NER | Named-entity recognition | batch_69c6af34d9188190a40f682f985b0bac |
completed | March 27, 2026, 4:24 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c6e43f14148190882b9b8f2f95e22c |
completed | March 27, 2026, 8:10 p.m. |
| NEDg | Description generation | batch_69c6e8584bd08190bb45747aca6e9327 |
completed | March 27, 2026, 8:28 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c6e8dcc9bc819099ba39f67677195b |
completed | March 27, 2026, 8:30 p.m. |
Created at: March 27, 2026, 1:57 p.m.