Triple

T9937584
Position Surface form Disambiguated ID Type / Status
Subject Gia E193995 entity
Predicate executiveProducer P7225 FINISHED
Object Randy Ostrow
Randy Ostrow is a film and television producer best known for his work as an executive producer on projects such as the HBO film "Gia."
E830900 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: Randy Ostrow | Statement: [Gia, executiveProducer, Randy Ostrow]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Randy Ostrow
Context triple: [Gia, executiveProducer, Randy Ostrow]
  • A. Darren Lemke
    Darren Lemke is an American screenwriter and film producer known for working on fantasy and adventure films such as Jack the Giant Slayer and the Goosebumps movie adaptation.
  • B. Jack Donohue
    Jack Donohue was an American television director and producer best known for his work on classic mid-20th-century TV comedies and variety shows.
  • C. Corey Morrow
    Corey Morrow is an American country and Texas country singer-songwriter known for his independent releases and strong following in the Texas music scene.
  • D. Ryne Duren
    Ryne Duren was an American Major League Baseball relief pitcher known for his blazing fastball, poor eyesight, and intimidating wildness on the mound, most notably with the New York Yankees in the late 1950s.
  • E. Korey Wise
    Korey Wise is one of the wrongfully convicted "Central Park Five" whose real-life story of injustice and eventual exoneration is depicted in the miniseries *When They See Us*.
  • 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: Randy Ostrow
Triple: [Gia, executiveProducer, Randy Ostrow]
Generated description
Randy Ostrow is a film and television producer best known for his work as an executive producer on projects such as the HBO film "Gia."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Randy Ostrow
Target entity description: Randy Ostrow is a film and television producer best known for his work as an executive producer on projects such as the HBO film "Gia."
  • A. Darren Lemke
    Darren Lemke is an American screenwriter and film producer known for working on fantasy and adventure films such as Jack the Giant Slayer and the Goosebumps movie adaptation.
  • B. Jack Donohue
    Jack Donohue was an American television director and producer best known for his work on classic mid-20th-century TV comedies and variety shows.
  • C. Corey Morrow
    Corey Morrow is an American country and Texas country singer-songwriter known for his independent releases and strong following in the Texas music scene.
  • D. Ryne Duren
    Ryne Duren was an American Major League Baseball relief pitcher known for his blazing fastball, poor eyesight, and intimidating wildness on the mound, most notably with the New York Yankees in the late 1950s.
  • E. Korey Wise
    Korey Wise is one of the wrongfully convicted "Central Park Five" whose real-life story of injustice and eventual exoneration is depicted in the miniseries *When They See Us*.
  • 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_69ca82e409348190a393777356b80a2a completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cdb5e4e19881909879b394090d6629 completed April 2, 2026, 12:18 a.m.
NED1 Entity disambiguation (via context triple) batch_69d228f259b081909ce8a90ec1adad0d completed April 5, 2026, 9:18 a.m.
NEDg Description generation batch_69d22a78819481908ccff34730464f19 completed April 5, 2026, 9:25 a.m.
NED2 Entity disambiguation (via description) batch_69d22b0fea588190a4928c361c2367ca completed April 5, 2026, 9:27 a.m.
Created at: March 30, 2026, 8:44 p.m.