Triple
T23208153
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Toll |
E580515
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Robert I. Toll
Robert I. Toll was an American businessman and co-founder of the homebuilding company Toll Brothers, known for developing luxury residential communities across the United States.
|
E1575590
|
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 I. Toll | Statement: [Toll, hasNotableBearer, Robert I. Toll]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Robert I. Toll Context triple: [Toll, hasNotableBearer, Robert I. Toll]
-
A.
Robert G. King
Robert G. King is an influential American macroeconomist known for his foundational contributions to real business cycle theory and modern dynamic macroeconomic modeling.
-
B.
Charles D. King
Charles D. King is an American media executive and film producer, best known as the founder and CEO of MACRO, a production company focused on amplifying Black voices in film and television.
-
C.
Peter K. Kilpatrick
Peter K. Kilpatrick is an American chemical engineer and academic leader who serves as the president of The Catholic University of America.
-
D.
James N. Allan
James N. Allan was a Canadian politician and public figure from Ontario, notably associated with the Hamilton/Burlington region.
-
E.
Paul P. Perry
Paul P. Perry was an early 20th-century American cinematographer known for his work on silent films such as the 1920 Western "The Round-Up."
- 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 I. Toll Triple: [Toll, hasNotableBearer, Robert I. Toll]
Generated description
Robert I. Toll was an American businessman and co-founder of the homebuilding company Toll Brothers, known for developing luxury residential communities across the United States.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Robert I. Toll Target entity description: Robert I. Toll was an American businessman and co-founder of the homebuilding company Toll Brothers, known for developing luxury residential communities across the United States.
-
A.
Robert G. King
Robert G. King is an influential American macroeconomist known for his foundational contributions to real business cycle theory and modern dynamic macroeconomic modeling.
-
B.
Charles D. King
Charles D. King is an American media executive and film producer, best known as the founder and CEO of MACRO, a production company focused on amplifying Black voices in film and television.
-
C.
Peter K. Kilpatrick
Peter K. Kilpatrick is an American chemical engineer and academic leader who serves as the president of The Catholic University of America.
-
D.
James N. Allan
James N. Allan was a Canadian politician and public figure from Ontario, notably associated with the Hamilton/Burlington region.
-
E.
Paul P. Perry
Paul P. Perry was an early 20th-century American cinematographer known for his work on silent films such as the 1920 Western "The Round-Up."
- 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_69e24602ae1481908aaa6bc7ca493867 |
completed | April 17, 2026, 2:38 p.m. |
| NER | Named-entity recognition | batch_69f1907ea2b08190b97c146a4b22d293 |
completed | April 29, 2026, 5 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0c30c4df1481908bdab9ec52fdd9f6 |
completed | May 19, 2026, 9:43 a.m. |
| NEDg | Description generation | batch_6a0c330135cc8190b5a0e512bda6277d |
completed | May 19, 2026, 9:53 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0c375dd5a4819097a80ae43a1c4442 |
completed | May 19, 2026, 10:11 a.m. |
Created at: April 17, 2026, 4:07 p.m.