Triple
T20390529
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Universal Soldier |
E498071
|
entity |
| Predicate | writer |
P1360
|
FINISHED |
| Object | Richard Rothstein |
—
|
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: Richard Rothstein | Statement: [Universal Soldier, writer, Richard Rothstein]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Richard Rothstein Context triple: [Universal Soldier, writer, Richard Rothstein]
-
A.
Michael Bonvillain
Michael Bonvillain is an American cinematographer known for his work on films and television series, including genre projects like From Dusk Till Dawn 3: The Hangman's Daughter.
-
B.
Harry Litwack
Harry Litwack was a Hall of Fame American college basketball coach best known for building Temple University into a national power in the mid-20th century.
-
C.
Herbert G. Gutman
Herbert G. Gutman was an influential American labor and social historian known for his pioneering studies of working-class life, slavery, and family structures in the United States.
-
D.
George M. Fredrickson
George M. Fredrickson was a prominent American historian known for his influential comparative studies of racism and white supremacy in the United States and South Africa.
-
E.
Benn W. Levy
Benn W. Levy was a British playwright, screenwriter, and politician known for his work in early sound cinema and his later career as a Labour Member of Parliament.
- 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: Richard Rothstein Target entity description: Richard Rothstein is an American screenwriter and filmmaker best known for creating and writing the cult science fiction film "Universal Soldier."
-
A.
Michael Bonvillain
Michael Bonvillain is an American cinematographer known for his work on films and television series, including genre projects like From Dusk Till Dawn 3: The Hangman's Daughter.
-
B.
Harry Litwack
Harry Litwack was a Hall of Fame American college basketball coach best known for building Temple University into a national power in the mid-20th century.
-
C.
Herbert G. Gutman
Herbert G. Gutman was an influential American labor and social historian known for his pioneering studies of working-class life, slavery, and family structures in the United States.
-
D.
George M. Fredrickson
George M. Fredrickson was a prominent American historian known for his influential comparative studies of racism and white supremacy in the United States and South Africa.
-
E.
Benn W. Levy
Benn W. Levy was a British playwright, screenwriter, and politician known for his work in early sound cinema and his later career as a Labour Member of Parliament.
- 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_69e0b4a71ebc8190b153a36c738730f4 |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e6790f8d9c819093038f6bb6f47a92 |
completed | April 20, 2026, 7:05 p.m. |
Created at: April 16, 2026, 11:28 a.m.