Triple

T12391662
Position Surface form Disambiguated ID Type / Status
Subject The Goldbergs E296007 entity
Predicate executiveProducer P7225 FINISHED
Object Doug Robinson
Doug Robinson is a television producer best known for his work on popular American sitcoms, including serving as an executive producer on the long-running series "The Goldbergs."
 E982764 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: Doug Robinson | Statement: [The Goldbergs, executiveProducer, Doug Robinson]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Doug Robinson
Context triple: [The Goldbergs, executiveProducer, Doug Robinson]
  • A. Jeffrey Field
    Jeffrey Field was the original name of what is now known as Boston Logan International Airport, a major airport serving the Boston, Massachusetts area.
  • B. Jim O’Brien
    Jim O’Brien is the father of American actress Peri Gilpin, best known for her role as Roz Doyle on the television series "Frasier."
  • C. Jim O’Brien
    Jim O’Brien is a former American football placekicker best known for kicking the game-winning field goal for the Baltimore Colts in Super Bowl V.
  • D. Matt O’Brien
    Matt O’Brien is a music producer known for his work on Kid Rock’s breakthrough album "Devil Without a Cause."
  • E. John O'Rourke
    John O'Rourke is a musician known for being a member of the Celtic rock band O'Malley's March.
  • 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: Doug Robinson
Triple: [The Goldbergs, executiveProducer, Doug Robinson]
Generated description
Doug Robinson is a television producer best known for his work on popular American sitcoms, including serving as an executive producer on the long-running series "The Goldbergs."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Doug Robinson
Target entity description: Doug Robinson is a television producer best known for his work on popular American sitcoms, including serving as an executive producer on the long-running series "The Goldbergs."
  • A. Jeffrey Field
    Jeffrey Field was the original name of what is now known as Boston Logan International Airport, a major airport serving the Boston, Massachusetts area.
  • B. Jim O’Brien
    Jim O’Brien is the father of American actress Peri Gilpin, best known for her role as Roz Doyle on the television series "Frasier."
  • C. Jim O’Brien
    Jim O’Brien is a former American football placekicker best known for kicking the game-winning field goal for the Baltimore Colts in Super Bowl V.
  • D. Matt O’Brien
    Matt O’Brien is a music producer known for his work on Kid Rock’s breakthrough album "Devil Without a Cause."
  • E. John O'Rourke
    John O'Rourke is a musician known for being a member of the Celtic rock band O'Malley's March.
  • 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_69d6ad9e653c8190b1473c860ee53dae completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d93fd0bcc48190bb1a59a3aaa6bfdf completed April 10, 2026, 6:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6347c239881909a031e9e195080c9 completed May 2, 2026, 5:29 p.m.
NEDg Description generation batch_69f63674aa3c81908ba82a9d246b3b3a completed May 2, 2026, 5:37 p.m.
NED2 Entity disambiguation (via description) batch_69f63a9b32fc8190ab98492ff91d2a66 completed May 2, 2026, 5:55 p.m.
Created at: April 8, 2026, 9:54 p.m.