Triple

T7826377
Position Surface form Disambiguated ID Type / Status
Subject Knxwledge E181255 entity
Predicate birthName P65 FINISHED
Object Glen Earl Boothe
Glen Earl Boothe, better known by his stage name Knxwledge, is an American hip-hop producer and beatmaker recognized for his soulful, sample-heavy instrumentals and collaborations with artists like Anderson .Paak and Kendrick Lamar.
E699154 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: Glen Earl Boothe | Statement: [Knxwledge, birthName, Glen Earl Boothe]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Glen Earl Boothe
Context triple: [Knxwledge, birthName, Glen Earl Boothe]
  • A. David Broyles
    David Broyles is one of the children of American screenwriter and Vietnam War veteran William Broyles Jr.
  • B. John Ketcham
    John Ketcham is a film producer best known for his work on the biographical sports drama "The Hurricane."
  • C. George McGinnis
    George McGinnis is a Hall of Fame American basketball forward known for his dominant scoring and rebounding in the ABA and NBA during the 1970s, particularly with the Indiana Pacers and Philadelphia 76ers.
  • D. Jon A. McBride
    Jon A. McBride is a former NASA astronaut and U.S. Navy captain who piloted the Space Shuttle Challenger on the STS-41-G mission.
  • E. Charles Dougherty
    Charles Dougherty was a prominent 19th-century Georgia jurist and political figure for whom Dougherty County was named.
  • 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: Glen Earl Boothe
Triple: [Knxwledge, birthName, Glen Earl Boothe]
Generated description
Glen Earl Boothe, better known by his stage name Knxwledge, is an American hip-hop producer and beatmaker recognized for his soulful, sample-heavy instrumentals and collaborations with artists like Anderson .Paak and Kendrick Lamar.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Glen Earl Boothe
Target entity description: Glen Earl Boothe, better known by his stage name Knxwledge, is an American hip-hop producer and beatmaker recognized for his soulful, sample-heavy instrumentals and collaborations with artists like Anderson .Paak and Kendrick Lamar.
  • A. David Broyles
    David Broyles is one of the children of American screenwriter and Vietnam War veteran William Broyles Jr.
  • B. John Ketcham
    John Ketcham is a film producer best known for his work on the biographical sports drama "The Hurricane."
  • C. George McGinnis
    George McGinnis is a Hall of Fame American basketball forward known for his dominant scoring and rebounding in the ABA and NBA during the 1970s, particularly with the Indiana Pacers and Philadelphia 76ers.
  • D. Jon A. McBride
    Jon A. McBride is a former NASA astronaut and U.S. Navy captain who piloted the Space Shuttle Challenger on the STS-41-G mission.
  • E. Charles Dougherty
    Charles Dougherty was a prominent 19th-century Georgia jurist and political figure for whom Dougherty County was named.
  • 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_69ca8282ccec819083c48efb72d21cf9 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb04a7f3b8819080f8a8283d6118fb completed March 30, 2026, 11:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69cb5a715bbc8190923ef94ccf91c878 completed March 31, 2026, 5:24 a.m.
NEDg Description generation batch_69cb762ce6208190a24438e26ae83785 completed March 31, 2026, 7:22 a.m.
NED2 Entity disambiguation (via description) batch_69cbb615dc248190b57b4fc7c430517f completed March 31, 2026, 11:55 a.m.
Created at: March 30, 2026, 4:43 p.m.