Triple
T15122384
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Never Say Never |
E361199
|
entity |
| Predicate | starring |
P1507
|
FINISHED |
| Object |
Ryan Good
Ryan Good is an American talent manager and creative director best known for his work with pop star Justin Bieber, including involvement in the concert film "Never Say Never."
|
E1137788
|
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: Ryan Good | Statement: [Never Say Never, starring, Ryan Good]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ryan Good Context triple: [Never Say Never, starring, Ryan Good]
-
A.
Jeff Wincott
Jeff Wincott is a Canadian actor and martial artist known for his roles in action films and television series.
-
B.
Jason Crouse
Jason Crouse is a fictional defense investigator and love interest of Alicia Florrick on the legal drama television series "The Good Wife."
-
C.
Ryan Sweeney
Ryan Sweeney is a former American Major League Baseball outfielder who played for teams including the Chicago White Sox, Oakland Athletics, and Boston Red Sox.
-
D.
Ryan Dusick
Ryan Dusick is an American musician best known as the original drummer and a founding member of the pop rock band Maroon 5.
-
E.
Brent Tarleton
Brent Tarleton is a minor character in Margaret Mitchell's novel "Gone with the Wind," one of the Tarleton twins known for their charm and flirtations with Southern belles.
- 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: Ryan Good Triple: [Never Say Never, starring, Ryan Good]
Generated description
Ryan Good is an American talent manager and creative director best known for his work with pop star Justin Bieber, including involvement in the concert film "Never Say Never."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ryan Good Target entity description: Ryan Good is an American talent manager and creative director best known for his work with pop star Justin Bieber, including involvement in the concert film "Never Say Never."
-
A.
Jeff Wincott
Jeff Wincott is a Canadian actor and martial artist known for his roles in action films and television series.
-
B.
Jason Crouse
Jason Crouse is a fictional defense investigator and love interest of Alicia Florrick on the legal drama television series "The Good Wife."
-
C.
Ryan Sweeney
Ryan Sweeney is a former American Major League Baseball outfielder who played for teams including the Chicago White Sox, Oakland Athletics, and Boston Red Sox.
-
D.
Ryan Dusick
Ryan Dusick is an American musician best known as the original drummer and a founding member of the pop rock band Maroon 5.
-
E.
Brent Tarleton
Brent Tarleton is a minor character in Margaret Mitchell's novel "Gone with the Wind," one of the Tarleton twins known for their charm and flirtations with Southern belles.
- 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_69d85a06450081909c5a14ea9851a15e |
completed | April 10, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69e0059f69a881909929a037a0eef702 |
completed | April 15, 2026, 9:39 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69feb7f4abd08190b47c9daff2921919 |
completed | May 9, 2026, 4:28 a.m. |
| NEDg | Description generation | batch_69feb8bb774481908272929358817440 |
completed | May 9, 2026, 4:31 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69feb9384b4c81909fe80dec3abc1659 |
completed | May 9, 2026, 4:34 a.m. |
Created at: April 10, 2026, 3:06 a.m.