Triple
T4663416
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shiver (2012 film) |
E102787
|
entity |
| Predicate | screenwriter |
P2831
|
FINISHED |
| Object | Robert Weinbach |
E526571
|
NE FINISHED |
How this triple was built (2 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: Robert Weinbach | Statement: [Shiver (2012 film), screenwriter, Robert Weinbach]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Robert Weinbach Context triple: [Shiver (2012 film), screenwriter, Robert Weinbach]
-
A.
Robert Weinbach
chosen
Robert Weinbach is a film producer known for his work on independent genre movies, including the 2012 horror film "Shiver."
-
B.
George Weil
George Weil was a physicist who worked on the Manhattan Project and is noted for being the operator who withdrew the control rod to initiate the first self-sustaining nuclear chain reaction in Chicago Pile-1.
-
C.
David Baerwald
David Baerwald is an American singer-songwriter and musician best known for his solo work, his role in the duo David & David, and his co-writing of Sheryl Crow’s hit “All I Wanna Do.”
-
D.
Ralph Berkowitz
Ralph Berkowitz was an American pianist, accompanist, and arts administrator known for his influential work in classical music performance and education.
-
E.
Henry Kolker
Henry Kolker was an American stage and film actor and director active in the early 20th century, known for his character roles in both silent and sound films.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69bd43d9cba4819086c1ab1c2d9d2133 |
completed | March 20, 2026, 12:55 p.m. |
| NER | Named-entity recognition | batch_69bd632d6150819085bab97021c0235a |
completed | March 20, 2026, 3:09 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bfc41ee0488190a399f2a54a625c23 |
completed | March 22, 2026, 10:27 a.m. |
Created at: March 20, 2026, 1:15 p.m.