Triple
T978030
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cambridge Seven Associates |
E21100
|
entity |
| Predicate | foundedBy |
P104
|
FINISHED |
| Object |
Robert Middleton
Robert Middleton is an architect best known as one of the founders of the influential design and planning firm Cambridge Seven Associates.
|
E174801
|
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: Robert Middleton | Statement: [Cambridge Seven Associates, foundedBy, Robert Middleton]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Robert Middleton Context triple: [Cambridge Seven Associates, foundedBy, Robert Middleton]
-
A.
Augustus Frederick, Duke of Sussex
Augustus Frederick, Duke of Sussex was a British royal prince known for his liberal views, opposition to slavery, and role as a patron of the arts and sciences in the early 19th century.
-
B.
William of Windsor
William of Windsor was a short-lived English prince of the 14th century, the youngest son of King Edward III and Philippa of Hainault.
-
C.
George Windsor, Earl of St Andrews
George Windsor, Earl of St Andrews is a British peer and member of the extended royal family, the eldest son of Prince Edward, Duke of Kent, and a grandson of King George V.
-
D.
Edward of Windsor
Edward of Windsor, better known as King Edward III of England, was a 14th-century monarch whose long reign saw the start of the Hundred Years’ War and the rise of England as a major European military power.
-
E.
Prince William of Gloucester
Prince William of Gloucester was a British royal, the adventurous and popular eldest son of Prince Henry, Duke of Gloucester, who served as a diplomat and pilot before dying in a plane crash in 1972.
- 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: Robert Middleton Triple: [Cambridge Seven Associates, foundedBy, Robert Middleton]
Generated description
Robert Middleton is an architect best known as one of the founders of the influential design and planning firm Cambridge Seven Associates.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Robert Middleton Target entity description: Robert Middleton is an architect best known as one of the founders of the influential design and planning firm Cambridge Seven Associates.
-
A.
Augustus Frederick, Duke of Sussex
Augustus Frederick, Duke of Sussex was a British royal prince known for his liberal views, opposition to slavery, and role as a patron of the arts and sciences in the early 19th century.
-
B.
William of Windsor
William of Windsor was a short-lived English prince of the 14th century, the youngest son of King Edward III and Philippa of Hainault.
-
C.
George Windsor, Earl of St Andrews
George Windsor, Earl of St Andrews is a British peer and member of the extended royal family, the eldest son of Prince Edward, Duke of Kent, and a grandson of King George V.
-
D.
Edward of Windsor
Edward of Windsor, better known as King Edward III of England, was a 14th-century monarch whose long reign saw the start of the Hundred Years’ War and the rise of England as a major European military power.
-
E.
Prince William of Gloucester
Prince William of Gloucester was a British royal, the adventurous and popular eldest son of Prince Henry, Duke of Gloucester, who served as a diplomat and pilot before dying in a plane crash in 1972.
- 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_69a493c2b62c8190b616351789ec47f8 |
completed | March 1, 2026, 7:30 p.m. |
| NER | Named-entity recognition | batch_69a4b47861808190be56a7bbd926e658 |
completed | March 1, 2026, 9:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad293450488190ac8a795524ca0c2c |
completed | March 8, 2026, 7:45 a.m. |
| NEDg | Description generation | batch_69ad29b9ffa88190a047b213cbfd4c84 |
completed | March 8, 2026, 7:48 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad2a2d6b7c819083042c3a36fb55e4 |
completed | March 8, 2026, 7:50 a.m. |
Created at: March 1, 2026, 7:40 p.m.