Triple

T11615018
Position Surface form Disambiguated ID Type / Status
Subject Trey Parker E275481 entity
Predicate voiceOf P2181 FINISHED
Object Randy Marsh
Randy Marsh is a bumbling, hot-headed geologist and the often outrageous father of Stan Marsh on the animated television series "South Park."
E935598 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 Marsh | Statement: [Trey Parker, voiceOf, Randy Marsh]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Randy Marsh
Context triple: [Trey Parker, voiceOf, Randy Marsh]
  • A. Randy Marsh
    Randy Marsh is a former Major League Baseball umpire who worked in the National League and MLB from the early 1980s through the 2000s, including numerous postseason and World Series assignments.
  • B. Jeff Calhoun
    Jeff Calhoun is an American theater director and choreographer known for his work on numerous Broadway and touring productions, including the stage adaptation of Disney’s Newsies.
  • C. Ray Danton
    Ray Danton was an American actor and director best known for his suave, often villainous roles in film and television during the 1950s and 1960s.
  • D. Jack Oaker
    Jack Oaker was the husband of silent film actress Belle Bennett, known primarily in relation to her life and career.
  • E. Winnie Holzman
    Winnie Holzman is an American playwright and screenwriter best known for writing the book of the hit Broadway musical "Wicked" and for her work on television series such as "My So-Called Life."
  • 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 Marsh
Triple: [Trey Parker, voiceOf, Randy Marsh]
Generated description
Randy Marsh is a bumbling, hot-headed geologist and the often outrageous father of Stan Marsh on the animated television series "South Park."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Randy Marsh
Target entity description: Randy Marsh is a bumbling, hot-headed geologist and the often outrageous father of Stan Marsh on the animated television series "South Park."
  • A. Randy Marsh
    Randy Marsh is a former Major League Baseball umpire who worked in the National League and MLB from the early 1980s through the 2000s, including numerous postseason and World Series assignments.
  • B. Jeff Calhoun
    Jeff Calhoun is an American theater director and choreographer known for his work on numerous Broadway and touring productions, including the stage adaptation of Disney’s Newsies.
  • C. Ray Danton
    Ray Danton was an American actor and director best known for his suave, often villainous roles in film and television during the 1950s and 1960s.
  • D. Jack Oaker
    Jack Oaker was the husband of silent film actress Belle Bennett, known primarily in relation to her life and career.
  • E. Winnie Holzman
    Winnie Holzman is an American playwright and screenwriter best known for writing the book of the hit Broadway musical "Wicked" and for her work on television series such as "My So-Called Life."
  • 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_69d6aaf84b548190ac072e4fb89ae18f completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d8a04675e08190837a3717242fd0f9 completed April 10, 2026, 7:01 a.m.
NED1 Entity disambiguation (via context triple) batch_69e8a84161d88190a3e810d19d6ea8b8 completed April 22, 2026, 10:51 a.m.
NEDg Description generation batch_69e8af972e90819096568e7ec2a34059 completed April 22, 2026, 11:23 a.m.
NED2 Entity disambiguation (via description) batch_69e8b0aa21e0819090157b11309a84f6 completed April 22, 2026, 11:27 a.m.
Created at: April 8, 2026, 9:38 p.m.