Triple

T4663415
Position Surface form Disambiguated ID Type / Status
Subject Shiver (2012 film) E102787 entity
Predicate producer P490 FINISHED
Object Robert Weinbach
Robert Weinbach is a film producer known for his work on independent genre movies, including the 2012 horror film "Shiver."
E526571 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: Robert Weinbach | Statement: [Shiver (2012 film), producer, Robert Weinbach]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Robert Weinbach
Context triple: [Shiver (2012 film), producer, Robert Weinbach]
  • A. 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.
  • B. 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.”
  • C. Ralph Berkowitz
    Ralph Berkowitz was an American pianist, accompanist, and arts administrator known for his influential work in classical music performance and education.
  • D. 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.
  • E. Leon Feldhendler
    Leon Feldhendler was a Polish Jewish resistance leader and Holocaust survivor best known for co-organizing the 1943 prisoner uprising at the Sobibor extermination camp.
  • 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: Robert Weinbach
Triple: [Shiver (2012 film), producer, Robert Weinbach]
Generated description
Robert Weinbach is a film producer known for his work on independent genre movies, including the 2012 horror film "Shiver."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Robert Weinbach
Target entity description: Robert Weinbach is a film producer known for his work on independent genre movies, including the 2012 horror film "Shiver."
  • A. 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.
  • B. 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.”
  • C. Ralph Berkowitz
    Ralph Berkowitz was an American pianist, accompanist, and arts administrator known for his influential work in classical music performance and education.
  • D. 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.
  • E. Leon Feldhendler
    Leon Feldhendler was a Polish Jewish resistance leader and Holocaust survivor best known for co-organizing the 1943 prisoner uprising at the Sobibor extermination camp.
  • 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_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_69bfc205d77c8190bcb9e7ce7782202b completed March 22, 2026, 10:18 a.m.
NEDg Description generation batch_69bfc266d52081909bf32293d2a1ecad completed March 22, 2026, 10:20 a.m.
NED2 Entity disambiguation (via description) batch_69bfc33d300c8190b2fc64295e4375a8 completed March 22, 2026, 10:23 a.m.
Created at: March 20, 2026, 1:15 p.m.