Triple
T7257072
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Raising Hope |
E157747
|
entity |
| Predicate | executiveProducer |
P7225
|
FINISHED |
| Object |
Kent Zbornak
Kent Zbornak is a television producer best known for his work as an executive producer on the sitcom "Raising Hope."
|
E652212
|
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: Kent Zbornak | Statement: [Raising Hope, executiveProducer, Kent Zbornak]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kent Zbornak Context triple: [Raising Hope, executiveProducer, Kent Zbornak]
-
A.
Stanley Zbornak
Stanley Zbornak is a recurring character on the sitcom "The Golden Girls," known as Dorothy Zbornak's ex-husband and a frequent source of comic frustration in her life.
-
B.
Kate Zbornak
Kate Zbornak is Dorothy Zbornak’s adult daughter who appears in several episodes of the sitcom "The Golden Girls," often involved in storylines about family and relationships.
-
C.
Josh Gracin
Josh Gracin is an American country music singer and former U.S. Marine who gained national recognition as a standout contestant on the second season of American Idol.
-
D.
Kiya Tomlin
Kiya Tomlin is an American fashion designer and entrepreneur known for her eponymous clothing line and custom womenswear.
-
E.
Craig Bierko
Craig Bierko is an American actor known for his work in film, television, and theater, often playing charismatic or villainous roles.
- 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: Kent Zbornak Triple: [Raising Hope, executiveProducer, Kent Zbornak]
Generated description
Kent Zbornak is a television producer best known for his work as an executive producer on the sitcom "Raising Hope."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kent Zbornak Target entity description: Kent Zbornak is a television producer best known for his work as an executive producer on the sitcom "Raising Hope."
-
A.
Stanley Zbornak
Stanley Zbornak is a recurring character on the sitcom "The Golden Girls," known as Dorothy Zbornak's ex-husband and a frequent source of comic frustration in her life.
-
B.
Kate Zbornak
Kate Zbornak is Dorothy Zbornak’s adult daughter who appears in several episodes of the sitcom "The Golden Girls," often involved in storylines about family and relationships.
-
C.
Josh Gracin
Josh Gracin is an American country music singer and former U.S. Marine who gained national recognition as a standout contestant on the second season of American Idol.
-
D.
Kiya Tomlin
Kiya Tomlin is an American fashion designer and entrepreneur known for her eponymous clothing line and custom womenswear.
-
E.
Craig Bierko
Craig Bierko is an American actor known for his work in film, television, and theater, often playing charismatic or villainous roles.
- 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_69c6882d81d4819085f7ff862951ee4f |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6eaa274bc8190b017b71583711453 |
completed | March 27, 2026, 8:37 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7d3b541708190b66233813b167453 |
completed | March 28, 2026, 1:12 p.m. |
| NEDg | Description generation | batch_69c7d44e67848190ac52eca99ef18f28 |
completed | March 28, 2026, 1:14 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7d4fc837c81909827352be19f64b4 |
completed | March 28, 2026, 1:17 p.m. |
Created at: March 27, 2026, 2:57 p.m.