Triple

T13694178
Position Surface form Disambiguated ID Type / Status
Subject Barbershop E328341 entity
Predicate castMember P1668 FINISHED
Object Leonard Earl Howze
Leonard Earl Howze is an American actor best known for his comedic supporting roles in films and television, including his breakout appearance in the "Barbershop" movie series.
E1054369 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: Leonard Earl Howze | Statement: [Barbershop, castMember, Leonard Earl Howze]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Leonard Earl Howze
Context triple: [Barbershop, castMember, Leonard Earl Howze]
  • A. Thurman Wesley Arnold
    Thurman Wesley Arnold was an influential American lawyer, judge, and antitrust enforcer best known for leading the U.S. Department of Justice’s Antitrust Division under President Franklin D. Roosevelt.
  • B. Hoyt S. Vandenberg
    Hoyt S. Vandenberg was a U.S. Air Force general who served as Chief of Staff of the Air Force and Director of Central Intelligence, playing a key role in the development of American air power during and after World War II.
  • C. Bernard A. Schriever
    Bernard A. Schriever was a United States Air Force general and pioneering military space program architect often regarded as the father of the U.S. Air Force’s ballistic missile and space systems.
  • D. Dale F. Halton
    Dale F. Halton is a prominent Charlotte business leader and philanthropist, best known as the former president of Pepsi-Cola Bottling Company of Charlotte and a major benefactor of UNC Charlotte.
  • E. David Dean Rusk
    David Dean Rusk was a prominent American diplomat who served as U.S. Secretary of State under Presidents John F. Kennedy and Lyndon B. Johnson, playing a key role in Cold War foreign policy.
  • 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: Leonard Earl Howze
Triple: [Barbershop, castMember, Leonard Earl Howze]
Generated description
Leonard Earl Howze is an American actor best known for his comedic supporting roles in films and television, including his breakout appearance in the "Barbershop" movie series.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Leonard Earl Howze
Target entity description: Leonard Earl Howze is an American actor best known for his comedic supporting roles in films and television, including his breakout appearance in the "Barbershop" movie series.
  • A. Thurman Wesley Arnold
    Thurman Wesley Arnold was an influential American lawyer, judge, and antitrust enforcer best known for leading the U.S. Department of Justice’s Antitrust Division under President Franklin D. Roosevelt.
  • B. Hoyt S. Vandenberg
    Hoyt S. Vandenberg was a U.S. Air Force general who served as Chief of Staff of the Air Force and Director of Central Intelligence, playing a key role in the development of American air power during and after World War II.
  • C. Bernard A. Schriever
    Bernard A. Schriever was a United States Air Force general and pioneering military space program architect often regarded as the father of the U.S. Air Force’s ballistic missile and space systems.
  • D. Dale F. Halton
    Dale F. Halton is a prominent Charlotte business leader and philanthropist, best known as the former president of Pepsi-Cola Bottling Company of Charlotte and a major benefactor of UNC Charlotte.
  • E. David Dean Rusk
    David Dean Rusk was a prominent American diplomat who served as U.S. Secretary of State under Presidents John F. Kennedy and Lyndon B. Johnson, playing a key role in Cold War foreign policy.
  • 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_69d8076ff62081908a7bd79889edd7a0 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbc8757b648190a26181efbad09a43 completed April 12, 2026, 4:29 p.m.
NED1 Entity disambiguation (via context triple) batch_69f7944e7ea0819098a9fbf8842d314b completed May 3, 2026, 6:30 p.m.
NEDg Description generation batch_69f79715571081909c1177a3fd09b4d5 completed May 3, 2026, 6:42 p.m.
NED2 Entity disambiguation (via description) batch_69f797caabfc8190844e6b7d8125aeb6 completed May 3, 2026, 6:45 p.m.
Created at: April 9, 2026, 9:54 p.m.