Triple
T19999136
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Naked and Afraid |
E494271
|
entity |
| Predicate | executiveProducer |
P7225
|
FINISHED |
| Object |
Joseph Boyle
Joseph Boyle is a television producer best known for serving as an executive producer on the survival reality series "Naked and Afraid."
|
E1405407
|
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: Joseph Boyle | Statement: [Naked and Afraid, executiveProducer, Joseph Boyle]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Joseph Boyle Context triple: [Naked and Afraid, executiveProducer, Joseph Boyle]
-
A.
E. J. Boyle
E. J. Boyle is a choreographer known for creating and staging dance and movement for large-scale productions, including Cirque du Soleil’s show "Luzia."
-
B.
Kevin Boyle
Kevin Boyle was a prominent Northern Irish civil rights activist, lawyer, and academic known for his work on human rights and involvement in the civil rights movement.
-
C.
Nick Boyle
Nick Boyle is an American football tight end who played college football at the University of Delaware before competing in the NFL, most notably with the Baltimore Ravens.
-
D.
Paul O'Toole
Paul O'Toole is an individual notable for bearing the surname O'Toole, though specific widely recognized achievements or roles associated with him are not clearly established.
-
E.
Patrick Boyle
Patrick Boyle is best known as the father of Scottish singer Susan Boyle, who gained international fame after appearing on "Britain's Got Talent."
- 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: Joseph Boyle Triple: [Naked and Afraid, executiveProducer, Joseph Boyle]
Generated description
Joseph Boyle is a television producer best known for serving as an executive producer on the survival reality series "Naked and Afraid."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Joseph Boyle Target entity description: Joseph Boyle is a television producer best known for serving as an executive producer on the survival reality series "Naked and Afraid."
-
A.
E. J. Boyle
E. J. Boyle is a choreographer known for creating and staging dance and movement for large-scale productions, including Cirque du Soleil’s show "Luzia."
-
B.
Kevin Boyle
Kevin Boyle was a prominent Northern Irish civil rights activist, lawyer, and academic known for his work on human rights and involvement in the civil rights movement.
-
C.
Nick Boyle
Nick Boyle is an American football tight end who played college football at the University of Delaware before competing in the NFL, most notably with the Baltimore Ravens.
-
D.
Paul O'Toole
Paul O'Toole is an individual notable for bearing the surname O'Toole, though specific widely recognized achievements or roles associated with him are not clearly established.
-
E.
Patrick Boyle
Patrick Boyle is best known as the father of Scottish singer Susan Boyle, who gained international fame after appearing on "Britain's Got Talent."
- 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_69da626b2d748190886981ea90c8b2ea |
completed | April 11, 2026, 3:02 p.m. |
| NER | Named-entity recognition | batch_69e661a09bdc819083305b08a11c6e34 |
completed | April 20, 2026, 5:25 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a080509d0748190a2703a2e3ddb0fc1 |
completed | May 16, 2026, 5:47 a.m. |
| NEDg | Description generation | batch_6a0806563e1c8190b702fcfc009c84d5 |
completed | May 16, 2026, 5:53 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0806e876c881909f0c30e5dd16ce20 |
completed | May 16, 2026, 5:55 a.m. |
Created at: April 11, 2026, 3:32 p.m.