Triple
T3205067
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Diff'rent Strokes |
E67141
|
entity |
| Predicate | creator |
P184
|
FINISHED |
| Object |
Bernie Kukoff
Bernie Kukoff is an American television writer and producer best known for co-creating the popular sitcom "Diff'rent Strokes."
|
E423135
|
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: Bernie Kukoff | Statement: [Diff'rent Strokes, creator, Bernie Kukoff]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bernie Kukoff Context triple: [Diff'rent Strokes, creator, Bernie Kukoff]
-
A.
Vern Schillinger
Vern Schillinger is a fictional white supremacist prison leader and one of the primary antagonists on the HBO series "Oz," portrayed by actor J.K. Simmons.
-
B.
Bill Sackter
Bill Sackter was a developmentally disabled man whose life story of institutionalization, friendship, and late-in-life independence became widely known through the film "Bill" and helped change public perceptions of people with disabilities.
-
C.
Terry Hoitz
Terry Hoitz is a hot-headed, tough-but-insecure NYPD detective portrayed by Mark Wahlberg in the action-comedy film "The Other Guys."
-
D.
Norman Bluhm
Norman Bluhm was an American abstract expressionist painter known for his dynamic, gestural canvases that bridged action painting and lyrical abstraction.
-
E.
Ralph Berkowitz
Ralph Berkowitz was an American pianist, accompanist, and arts administrator known for his influential work in classical music performance and education.
- 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: Bernie Kukoff Triple: [Diff'rent Strokes, creator, Bernie Kukoff]
Generated description
Bernie Kukoff is an American television writer and producer best known for co-creating the popular sitcom "Diff'rent Strokes."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bernie Kukoff Target entity description: Bernie Kukoff is an American television writer and producer best known for co-creating the popular sitcom "Diff'rent Strokes."
-
A.
Vern Schillinger
Vern Schillinger is a fictional white supremacist prison leader and one of the primary antagonists on the HBO series "Oz," portrayed by actor J.K. Simmons.
-
B.
Bill Sackter
Bill Sackter was a developmentally disabled man whose life story of institutionalization, friendship, and late-in-life independence became widely known through the film "Bill" and helped change public perceptions of people with disabilities.
-
C.
Terry Hoitz
Terry Hoitz is a hot-headed, tough-but-insecure NYPD detective portrayed by Mark Wahlberg in the action-comedy film "The Other Guys."
-
D.
Norman Bluhm
Norman Bluhm was an American abstract expressionist painter known for his dynamic, gestural canvases that bridged action painting and lyrical abstraction.
-
E.
Ralph Berkowitz
Ralph Berkowitz was an American pianist, accompanist, and arts administrator known for his influential work in classical music performance and education.
- 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_69ad8589bd988190afa7ed2bdffb7b33 |
completed | March 8, 2026, 2:19 p.m. |
| NER | Named-entity recognition | batch_69adaa559848819082d1e61f586278dd |
completed | March 8, 2026, 4:56 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5a81796fc8190b96e1feff3a73cba |
completed | March 14, 2026, 6:25 p.m. |
| NEDg | Description generation | batch_69b5a8a660bc8190bef754d74ec770b3 |
completed | March 14, 2026, 6:27 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5a93451388190bd40c55634c8f6f0 |
completed | March 14, 2026, 6:30 p.m. |
Created at: March 8, 2026, 3:07 p.m.