Triple

T7257095
Position Surface form Disambiguated ID Type / Status
Subject Malcolm in the Middle E157748 entity
Predicate creator P184 FINISHED
Object Linwood Boomer
Linwood Boomer is a Canadian-American television writer, producer, and actor best known for creating the acclaimed sitcom "Malcolm in the Middle."
 E654476 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: Linwood Boomer | Statement: [Malcolm in the Middle, creator, Linwood Boomer]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Linwood Boomer
Context triple: [Malcolm in the Middle, creator, Linwood Boomer]
  • A. Elmore Brooks
    Elmore Brooks, better known as Elmore James, was an influential American blues guitarist, singer, and songwriter celebrated as the "King of the Slide Guitar."
  • B. Erle C. Kenton
    Erle C. Kenton was an American film director best known for his work on early horror and comedy films during Hollywood’s studio era.
  • C. Tony Hogburn
    Tony Hogburn is a troubled former professional athlete and recovering addict who attends the mysterious wellness retreat at the center of Liane Moriarty’s novel and its TV adaptation Nine Perfect Strangers.
  • D. Glen Tullman
    Glen Tullman is an American healthcare technology entrepreneur and executive best known for leading and building major digital health companies, including Allscripts.
  • E. Ernie Wright
    Ernie Wright was a baseball team owner best known for his role in running the Negro league franchise the Cleveland Buckeyes.
  • 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: Linwood Boomer
Triple: [Malcolm in the Middle, creator, Linwood Boomer]
Generated description
Linwood Boomer is a Canadian-American television writer, producer, and actor best known for creating the acclaimed sitcom "Malcolm in the Middle."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Linwood Boomer
Target entity description: Linwood Boomer is a Canadian-American television writer, producer, and actor best known for creating the acclaimed sitcom "Malcolm in the Middle."
  • A. Elmore Brooks
    Elmore Brooks, better known as Elmore James, was an influential American blues guitarist, singer, and songwriter celebrated as the "King of the Slide Guitar."
  • B. Erle C. Kenton
    Erle C. Kenton was an American film director best known for his work on early horror and comedy films during Hollywood’s studio era.
  • C. Tony Hogburn
    Tony Hogburn is a troubled former professional athlete and recovering addict who attends the mysterious wellness retreat at the center of Liane Moriarty’s novel and its TV adaptation Nine Perfect Strangers.
  • D. Glen Tullman
    Glen Tullman is an American healthcare technology entrepreneur and executive best known for leading and building major digital health companies, including Allscripts.
  • E. Ernie Wright
    Ernie Wright was a baseball team owner best known for his role in running the Negro league franchise the Cleveland Buckeyes.
  • 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_69c6882d81d4819085f7ff862951ee4f completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6eaa274bc8190b017b71583711453 completed March 27, 2026, 8:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7db14f6c481908084aaa49d82787d completed March 28, 2026, 1:43 p.m.
NEDg Description generation batch_69c7e0659e6c81909165aaa914ec06ef completed March 28, 2026, 2:06 p.m.
NED2 Entity disambiguation (via description) batch_69c7e0afccd88190a1c6d074f28b68e2 completed March 28, 2026, 2:07 p.m.
Created at: March 27, 2026, 2:57 p.m.