Triple
T19671368
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Howie Dorough |
E472340
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object | Leigh Boniello |
—
|
NE NERFINISHED |
How this triple was built (3 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: Leigh Boniello | Statement: [Howie Dorough, spouse, Leigh Boniello]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Leigh Boniello Context triple: [Howie Dorough, spouse, Leigh Boniello]
-
A.
Leigh French
Leigh French is an American actress and comedian best known for her work on the sketch comedy show "Rowan & Martin's Laugh-In" and roles in films and television during the 1960s and 1970s.
-
B.
Fraser Bullock
Fraser Bullock is an American businessman and former chief operating officer of the 2002 Salt Lake City Winter Olympics, known for helping rescue and successfully organize the Games after a major scandal and financial crisis.
-
C.
Leigh Curran
Leigh Curran is an American actress and writer known for her work in theater, film, and television, as well as for founding the nonprofit theater company The Virginia Avenue Project.
-
D.
Jamie Patten
Jamie Patten is an individual notable enough to be specifically cited as a bearer of the surname Patten, though widely available public information about them is limited.
-
E.
Leighton Murray
Leighton Murray is a wealthy, closeted college student and one of the central protagonists in the comedy-drama series "The Sex Lives of College Girls."
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Leigh Boniello Target entity description: Leigh Boniello is an American music industry professional and former webmaster best known as the wife of Backstreet Boys member Howie Dorough.
-
A.
Leigh French
Leigh French is an American actress and comedian best known for her work on the sketch comedy show "Rowan & Martin's Laugh-In" and roles in films and television during the 1960s and 1970s.
-
B.
Fraser Bullock
Fraser Bullock is an American businessman and former chief operating officer of the 2002 Salt Lake City Winter Olympics, known for helping rescue and successfully organize the Games after a major scandal and financial crisis.
-
C.
Leigh Curran
Leigh Curran is an American actress and writer known for her work in theater, film, and television, as well as for founding the nonprofit theater company The Virginia Avenue Project.
-
D.
Jamie Patten
Jamie Patten is an individual notable enough to be specifically cited as a bearer of the surname Patten, though widely available public information about them is limited.
-
E.
Leighton Murray
Leighton Murray is a wealthy, closeted college student and one of the central protagonists in the comedy-drama series "The Sex Lives of College Girls."
- F. None of above. chosen
Provenance (2 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_69d8e514f2e08190ba70a4449519d218 |
completed | April 10, 2026, 11:55 a.m. |
| NER | Named-entity recognition | batch_69e6416cb0bc8190ab27dd28eebb50e7 |
completed | April 20, 2026, 3:08 p.m. |
Created at: April 10, 2026, 1:45 p.m.