Triple
T22103892
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bad Education (2019 film) |
E546236
|
entity |
| Predicate | starring |
P1507
|
FINISHED |
| Object | Stephanie Kurtzuba |
—
|
NE NERFINISHED |
How this triple was built (3 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: Stephanie Kurtzuba | Statement: [Bad Education (2019 film), starring, Stephanie Kurtzuba]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stephanie Kurtzuba Context triple: [Bad Education (2019 film), starring, Stephanie Kurtzuba]
-
A.
Heather Matarazzo
Heather Matarazzo is an American actress best known for her character roles in films like "Welcome to the Dollhouse" and "The Princess Diaries."
-
B.
Joanna Kerns
Joanna Kerns is an American actress best known for playing the mother, Maggie Seaver, on the 1980s television sitcom "Growing Pains."
-
C.
Carol Diener
Carol Diener is an American psychologist known for her work in collaboration with her late husband, well-being researcher Ed Diener, particularly in the field of subjective well-being and happiness.
-
D.
Marta Cunningham
Marta Cunningham is an American filmmaker and director known for her documentary and television work.
-
E.
Stephanie Stander
Stephanie Stander is best known as the wife of American character actor Lionel Stander, recognized for his distinctive gravelly voice and prolific film and television career.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Stephanie Kurtzuba Target entity description: Stephanie Kurtzuba is an American actress known for her character roles in film and television, including appearances in movies such as "The Wolf of Wall Street" and "Annie."
-
A.
Heather Matarazzo
Heather Matarazzo is an American actress best known for her character roles in films like "Welcome to the Dollhouse" and "The Princess Diaries."
-
B.
Joanna Kerns
Joanna Kerns is an American actress best known for playing the mother, Maggie Seaver, on the 1980s television sitcom "Growing Pains."
-
C.
Carol Diener
Carol Diener is an American psychologist known for her work in collaboration with her late husband, well-being researcher Ed Diener, particularly in the field of subjective well-being and happiness.
-
D.
Marta Cunningham
Marta Cunningham is an American filmmaker and director known for her documentary and television work.
-
E.
Stephanie Stander
Stephanie Stander is best known as the wife of American character actor Lionel Stander, recognized for his distinctive gravelly voice and prolific film and television career.
- F. None of above. chosen
Provenance (2 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_69e11e378dc08190896d6a51597afd5a |
completed | April 16, 2026, 5:36 p.m. |
| NER | Named-entity recognition | batch_69f1291815f88190a6eaf73e444dc1c2 |
completed | April 28, 2026, 9:39 p.m. |
Created at: April 16, 2026, 8:30 p.m.