Triple

T22037468
Position Surface form Disambiguated ID Type / Status
Subject Ramona Park Broke My Heart E544247 entity
Predicate producer P490 FINISHED
Object Michael Uzowuru
Michael Uzowuru is an American record producer and songwriter known for his atmospheric, genre-blending work with artists such as Frank Ocean, Vince Staples, and Beyoncé.
E1515130 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: Michael Uzowuru | Statement: [Ramona Park Broke My Heart, producer, Michael Uzowuru]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Michael Uzowuru
Context triple: [Ramona Park Broke My Heart, producer, Michael Uzowuru]
  • A. Michael Ajao
    Michael Ajao is a British actor known for his role in the psychological horror film "Last Night in Soho."
  • B. George Osodi
    George Osodi is a Nigerian photojournalist and documentary photographer known for his powerful images depicting the social, political, and environmental realities of the Niger Delta and wider African continent.
  • C. Alex Nwora
    Alex Nwora is a Nigerian-American basketball coach best known for leading Nigeria’s national team and for his long tenure developing college and international basketball programs.
  • D. Michael Obiora
    Michael Obiora is a British actor and author best known for his roles in television series such as "Hotel Babylon," "Casualty," and "Grange Hill."
  • E. Anthony Okungbowa
    Anthony Okungbowa is a British-Nigerian actor, film producer, and DJ best known as the longtime resident DJ on The Ellen DeGeneres Show and for roles in independent films.
  • 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: Michael Uzowuru
Triple: [Ramona Park Broke My Heart, producer, Michael Uzowuru]
Generated description
Michael Uzowuru is an American record producer and songwriter known for his atmospheric, genre-blending work with artists such as Frank Ocean, Vince Staples, and Beyoncé.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Michael Uzowuru
Target entity description: Michael Uzowuru is an American record producer and songwriter known for his atmospheric, genre-blending work with artists such as Frank Ocean, Vince Staples, and Beyoncé.
  • A. Michael Ajao
    Michael Ajao is a British actor known for his role in the psychological horror film "Last Night in Soho."
  • B. George Osodi
    George Osodi is a Nigerian photojournalist and documentary photographer known for his powerful images depicting the social, political, and environmental realities of the Niger Delta and wider African continent.
  • C. Alex Nwora
    Alex Nwora is a Nigerian-American basketball coach best known for leading Nigeria’s national team and for his long tenure developing college and international basketball programs.
  • D. Michael Obiora
    Michael Obiora is a British actor and author best known for his roles in television series such as "Hotel Babylon," "Casualty," and "Grange Hill."
  • E. Anthony Okungbowa
    Anthony Okungbowa is a British-Nigerian actor, film producer, and DJ best known as the longtime resident DJ on The Ellen DeGeneres Show and for roles in independent films.
  • 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_69e11e2f98c8819083e11eab90942a78 completed April 16, 2026, 5:36 p.m.
NER Named-entity recognition batch_69f127f32edc81909b6898af6621f56f completed April 28, 2026, 9:34 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a7b6d4f2c8190b1d8fb2044cdc3d5 completed May 18, 2026, 2:37 a.m.
NEDg Description generation batch_6a0a7c4736808190bd04e03adcb2d97b completed May 18, 2026, 2:41 a.m.
NED2 Entity disambiguation (via description) batch_6a0a7d80f9c08190b18e04b9e9cf47a5 completed May 18, 2026, 2:46 a.m.
Created at: April 16, 2026, 8:25 p.m.