Triple

T4192130
Position Surface form Disambiguated ID Type / Status
Subject Blink E89059 entity
Predicate guestCast P45889 FINISHED
Object 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."
 E420309 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 Obiora | Statement: [Blink, guestCast, Michael Obiora]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Michael Obiora
Context triple: [Blink, guestCast, Michael Obiora]
  • A. John Michael Nchekwube Obinna
    John Michael Nchekwube Obinna, better known as John Obi Mikel, is a Nigerian former professional footballer renowned for his long and successful spell as a midfielder at Chelsea FC and for captaining the Nigerian national team.
  • B. Ngozi Nwosu
    Ngozi Nwosu is a Nigerian actress and producer best known for her pioneering roles in Nollywood films and popular television series such as "Fuji House of Commotion."
  • C. Obi Ngwa
    Obi Ngwa is a local government area in Abia State, southeastern Nigeria, known for its predominantly Igbo population and agrarian communities.
  • D. Jude Akuwudike
    Jude Akuwudike is a Nigerian-British actor known for his work in film, television, and theatre, including a role in the war drama "Beasts of No Nation."
  • E. Uzoechi Emenike
    Uzoechi Emenike, better known by his stage name MNEK, is a British singer, songwriter, and record producer recognized for his work across pop and dance music.
  • 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 Obiora
Triple: [Blink, guestCast, Michael Obiora]
Generated description
Michael Obiora is a British actor and author best known for his roles in television series such as "Hotel Babylon," "Casualty," and "Grange Hill."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Michael Obiora
Target entity description: Michael Obiora is a British actor and author best known for his roles in television series such as "Hotel Babylon," "Casualty," and "Grange Hill."
  • A. John Michael Nchekwube Obinna
    John Michael Nchekwube Obinna, better known as John Obi Mikel, is a Nigerian former professional footballer renowned for his long and successful spell as a midfielder at Chelsea FC and for captaining the Nigerian national team.
  • B. Ngozi Nwosu
    Ngozi Nwosu is a Nigerian actress and producer best known for her pioneering roles in Nollywood films and popular television series such as "Fuji House of Commotion."
  • C. Obi Ngwa
    Obi Ngwa is a local government area in Abia State, southeastern Nigeria, known for its predominantly Igbo population and agrarian communities.
  • D. Jude Akuwudike
    Jude Akuwudike is a Nigerian-British actor known for his work in film, television, and theatre, including a role in the war drama "Beasts of No Nation."
  • E. Uzoechi Emenike
    Uzoechi Emenike, better known by his stage name MNEK, is a British singer, songwriter, and record producer recognized for his work across pop and dance music.
  • 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_69aed9569a4481908b6c1fcec2a11e21 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69af0b2db368819080c1d652b4acfd0c completed March 9, 2026, 6:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69b58a08bb6881909bdd7643626e1a64 completed March 14, 2026, 4:17 p.m.
NEDg Description generation batch_69b58a9497b88190a46afd8b1996fed9 completed March 14, 2026, 4:19 p.m.
NED2 Entity disambiguation (via description) batch_69b58b26e4208190b4ec30a3b635194b completed March 14, 2026, 4:21 p.m.
Created at: March 9, 2026, 3:46 p.m.