Triple
T15122385
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Never Say Never |
E361199
|
entity |
| Predicate | starring |
P1507
|
FINISHED |
| Object |
Kenny Hamilton
Kenny Hamilton is an American talent manager and bodyguard best known for working closely with pop star Justin Bieber and appearing in the concert film "Never Say Never."
|
E1137789
|
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: Kenny Hamilton | Statement: [Never Say Never, starring, Kenny Hamilton]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kenny Hamilton Context triple: [Never Say Never, starring, Kenny Hamilton]
-
A.
Joe Hamilton
Joe Hamilton was an American television producer best known for his work on *The Carol Burnett Show* and his long marriage to comedian Carol Burnett.
-
B.
Joe Hamilton
Joe Hamilton is a former American college football quarterback best known for his standout career at Georgia Tech, where he became a Heisman Trophy finalist and one of the program’s most celebrated players.
-
C.
Kenny Madison
Kenny Madison is the private detective protagonist of the late-1950s American television crime drama series "Bourbon Street Beat."
-
D.
Ben Luckett
Ben Luckett is the elderly, life-weary yet ultimately rejuvenated protagonist of the 1985 science-fiction film "Cocoon," who discovers renewed vitality after encountering alien-infused waters.
-
E.
Billy Kearns
Billy Kearns was an American character actor known for his supporting roles in mid-20th-century film and television.
- 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: Kenny Hamilton Triple: [Never Say Never, starring, Kenny Hamilton]
Generated description
Kenny Hamilton is an American talent manager and bodyguard best known for working closely with pop star Justin Bieber and appearing in the concert film "Never Say Never."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kenny Hamilton Target entity description: Kenny Hamilton is an American talent manager and bodyguard best known for working closely with pop star Justin Bieber and appearing in the concert film "Never Say Never."
-
A.
Joe Hamilton
Joe Hamilton was an American television producer best known for his work on *The Carol Burnett Show* and his long marriage to comedian Carol Burnett.
-
B.
Joe Hamilton
Joe Hamilton is a former American college football quarterback best known for his standout career at Georgia Tech, where he became a Heisman Trophy finalist and one of the program’s most celebrated players.
-
C.
Kenny Madison
Kenny Madison is the private detective protagonist of the late-1950s American television crime drama series "Bourbon Street Beat."
-
D.
Ben Luckett
Ben Luckett is the elderly, life-weary yet ultimately rejuvenated protagonist of the 1985 science-fiction film "Cocoon," who discovers renewed vitality after encountering alien-infused waters.
-
E.
Billy Kearns
Billy Kearns was an American character actor known for his supporting roles in mid-20th-century film and television.
- 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.