Triple

T13792473
Position Surface form Disambiguated ID Type / Status
Subject Harlem (TV series) E331432 entity
Predicate creator P184 FINISHED
Object Tracy Oliver
Tracy Oliver is an American screenwriter, producer, and director known for her work on hit projects like "Girls Trip" and the TV series "Harlem," often centering Black women’s experiences in comedy and drama.
E1061240 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: Tracy Oliver | Statement: [Harlem (TV series), creator, Tracy Oliver]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tracy Oliver
Context triple: [Harlem (TV series), creator, Tracy Oliver]
  • A. Tracey Walter
    Tracey Walter is an American character actor known for his quirky, offbeat supporting roles in films such as "Repo Man," "Batman" (1989), and numerous collaborations with director Jonathan Demme.
  • B. Tracy Maurice
    Tracy Maurice is a visual artist and designer known for creating distinctive album artwork and visual identities for musicians and bands.
  • C. Tracy Yerkes Thomas
    Tracy Yerkes Thomas was an American mathematician known for his contributions to differential geometry and tensor analysis.
  • D. Carol Traynor
    Carol Traynor is a fictional character from the 1970s American sitcom "Maude," known as Maude Findlay’s liberal, independent-minded daughter.
  • E. Trudi Lacey
    Trudi Lacey is an American basketball coach and former player best known for her head coaching and executive roles in the WNBA and women’s college basketball.
  • 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: Tracy Oliver
Triple: [Harlem (TV series), creator, Tracy Oliver]
Generated description
Tracy Oliver is an American screenwriter, producer, and director known for her work on hit projects like "Girls Trip" and the TV series "Harlem," often centering Black women’s experiences in comedy and drama.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tracy Oliver
Target entity description: Tracy Oliver is an American screenwriter, producer, and director known for her work on hit projects like "Girls Trip" and the TV series "Harlem," often centering Black women’s experiences in comedy and drama.
  • A. Tracey Walter
    Tracey Walter is an American character actor known for his quirky, offbeat supporting roles in films such as "Repo Man," "Batman" (1989), and numerous collaborations with director Jonathan Demme.
  • B. Tracy Maurice
    Tracy Maurice is a visual artist and designer known for creating distinctive album artwork and visual identities for musicians and bands.
  • C. Tracy Yerkes Thomas
    Tracy Yerkes Thomas was an American mathematician known for his contributions to differential geometry and tensor analysis.
  • D. Carol Traynor
    Carol Traynor is a fictional character from the 1970s American sitcom "Maude," known as Maude Findlay’s liberal, independent-minded daughter.
  • E. Trudi Lacey
    Trudi Lacey is an American basketball coach and former player best known for her head coaching and executive roles in the WNBA and women’s college basketball.
  • 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_69d81c58feb08190a77bca8bf7d6d20f completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de0258a1408190a837d17c6d6a2bd4 completed April 14, 2026, 9:01 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7b0817bd88190a46e539f2ff24d83 completed May 3, 2026, 8:30 p.m.
NEDg Description generation batch_69f7b14fe1cc8190b1a5f6f0e80b7e39 completed May 3, 2026, 8:34 p.m.
NED2 Entity disambiguation (via description) batch_69f7b20f67048190a641527353e3ff43 completed May 3, 2026, 8:37 p.m.
Created at: April 9, 2026, 10:11 p.m.