Triple
T12657298
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | For Keeps? |
E302317
|
entity |
| Predicate | starring |
P1507
|
FINISHED |
| Object |
Randall Batinkoff
Randall Batinkoff is an American actor known for his film and television roles since the 1980s, including prominent parts in teen dramas and romantic comedies.
|
E1007281
|
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: Randall Batinkoff | Statement: [For Keeps?, starring, Randall Batinkoff]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Randall Batinkoff Context triple: [For Keeps?, starring, Randall Batinkoff]
-
A.
Kevin Leahy
Kevin Leahy is a name shared by several notable individuals, including professionals in fields such as music, sports, and academia.
-
B.
Matt Buckner
Matt Buckner is the American college student protagonist of the film "Green Street Hooligans," who becomes deeply involved with an English football firm after moving to London.
-
C.
Ray Heindorf
Ray Heindorf was an American composer, arranger, and musical director best known for his work on numerous Hollywood film scores during the mid-20th century.
-
D.
Rich Sutter
Rich Sutter is a former Canadian professional ice hockey winger who played in the NHL and is part of the well-known Sutter hockey family.
-
E.
Frank Klingebiel
Frank Klingebiel is a German local politician who serves as the long-time mayor of the city of Salzgitter in Lower Saxony.
- 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: Randall Batinkoff Triple: [For Keeps?, starring, Randall Batinkoff]
Generated description
Randall Batinkoff is an American actor known for his film and television roles since the 1980s, including prominent parts in teen dramas and romantic comedies.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Randall Batinkoff Target entity description: Randall Batinkoff is an American actor known for his film and television roles since the 1980s, including prominent parts in teen dramas and romantic comedies.
-
A.
Kevin Leahy
Kevin Leahy is a name shared by several notable individuals, including professionals in fields such as music, sports, and academia.
-
B.
Matt Buckner
Matt Buckner is the American college student protagonist of the film "Green Street Hooligans," who becomes deeply involved with an English football firm after moving to London.
-
C.
Ray Heindorf
Ray Heindorf was an American composer, arranger, and musical director best known for his work on numerous Hollywood film scores during the mid-20th century.
-
D.
Rich Sutter
Rich Sutter is a former Canadian professional ice hockey winger who played in the NHL and is part of the well-known Sutter hockey family.
-
E.
Frank Klingebiel
Frank Klingebiel is a German local politician who serves as the long-time mayor of the city of Salzgitter in Lower Saxony.
- 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_69d7bded71a88190bb76e2413af9ea66 |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d961620b188190a8a8569f1133a9cf |
completed | April 10, 2026, 8:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f69b88d7048190bb584aa48bba5288 |
completed | May 3, 2026, 12:49 a.m. |
| NEDg | Description generation | batch_69f69c46a6208190a113aefbce1bbaac |
completed | May 3, 2026, 12:52 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f69cead6d881909765424b5391a613 |
completed | May 3, 2026, 12:55 a.m. |
Created at: April 9, 2026, 5:18 p.m.