Triple

T11934846
Position Surface form Disambiguated ID Type / Status
Subject Playwrights Workshop E284010 entity
Predicate hasNotableAlumni P51 FINISHED
Object John O’Neal
John O’Neal was an influential American playwright, director, and civil rights activist best known for co-founding the Free Southern Theater and using performance as a tool for social change.
E954838 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: John O’Neal | Statement: [Playwrights Workshop, hasNotableAlumni, John O’Neal]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: John O’Neal
Context triple: [Playwrights Workshop, hasNotableAlumni, John O’Neal]
  • A. Charles Duncan O’Neal
    Charles Duncan O’Neal was a Barbadian physician, social reformer, and political leader celebrated for championing workers’ rights and democratic reforms in early 20th-century Barbados.
  • B. Michael O'Neal
    Michael O'Neal is the charming sportswriter and longtime friend whose impending marriage drives the central romantic conflict in the film "My Best Friend's Wedding."
  • C. Redmond O'Neal
    Redmond O'Neal is an American media personality best known as the son of actress Farrah Fawcett and actor Ryan O'Neal, whose life has frequently drawn tabloid attention.
  • D. Omar Cummings
    Omar Cummings is a Jamaican professional footballer and forward known for his goal-scoring stints in Major League Soccer and the North American Soccer League.
  • E. William O’Neal
    William O’Neal was an FBI informant who infiltrated the Black Panther Party and played a key role in the events leading to the assassination of Illinois chapter chairman Fred Hampton.
  • 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: John O’Neal
Triple: [Playwrights Workshop, hasNotableAlumni, John O’Neal]
Generated description
John O’Neal was an influential American playwright, director, and civil rights activist best known for co-founding the Free Southern Theater and using performance as a tool for social change.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: John O’Neal
Target entity description: John O’Neal was an influential American playwright, director, and civil rights activist best known for co-founding the Free Southern Theater and using performance as a tool for social change.
  • A. Charles Duncan O’Neal
    Charles Duncan O’Neal was a Barbadian physician, social reformer, and political leader celebrated for championing workers’ rights and democratic reforms in early 20th-century Barbados.
  • B. Michael O'Neal
    Michael O'Neal is the charming sportswriter and longtime friend whose impending marriage drives the central romantic conflict in the film "My Best Friend's Wedding."
  • C. Redmond O'Neal
    Redmond O'Neal is an American media personality best known as the son of actress Farrah Fawcett and actor Ryan O'Neal, whose life has frequently drawn tabloid attention.
  • D. Omar Cummings
    Omar Cummings is a Jamaican professional footballer and forward known for his goal-scoring stints in Major League Soccer and the North American Soccer League.
  • E. William O’Neal
    William O’Neal was an FBI informant who infiltrated the Black Panther Party and played a key role in the events leading to the assassination of Illinois chapter chairman Fred Hampton.
  • 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_69d6ab2ce9c48190b5d39511b524f666 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d90306fcf48190a963d2d1932288d1 completed April 10, 2026, 2:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69f4407cc2388190b0f849fbeed89ab7 completed May 1, 2026, 5:56 a.m.
NEDg Description generation batch_69f448fc874081908fe05f9d8aff11a3 completed May 1, 2026, 6:32 a.m.
NED2 Entity disambiguation (via description) batch_69f44afdc7b08190bdf47cfcb94c34c8 completed May 1, 2026, 6:41 a.m.
Created at: April 8, 2026, 9:45 p.m.