Triple

T16929387
Position Surface form Disambiguated ID Type / Status
Subject Durham School E410662 entity
Predicate educated P5 FINISHED
Object Nedum Onuoha
Nedum Onuoha is a retired professional footballer, best known as a versatile defender who played for Manchester City, Queens Park Rangers, and the Nigerian national team.
 E1241416 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: Nedum Onuoha | Statement: [Durham School, educated, Nedum Onuoha]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Nedum Onuoha
Context triple: [Durham School, educated, Nedum Onuoha]
  • A. Julius Onah
    Julius Onah is a Nigerian-American filmmaker best known for directing genre-bending films such as "The Cloverfield Paradox" and the critically acclaimed drama "Luce."
  • B. Azubuike Oliseh
    Azubuike Oliseh is a Nigerian former professional footballer best known for his career in European leagues and as the brother of ex-Nigeria international Sunday Oliseh.
  • C. Vincent Enyeama
    Vincent Enyeama is a renowned Nigerian goalkeeper best known for his long, successful international career and standout performances at multiple FIFA World Cups.
  • D. Joseph Akpala
    Joseph Akpala is a Nigerian professional footballer known as a prolific striker who has played in top European leagues and represented the Nigerian national team.
  • 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: Nedum Onuoha
Triple: [Durham School, educated, Nedum Onuoha]
Generated description
Nedum Onuoha is a retired professional footballer, best known as a versatile defender who played for Manchester City, Queens Park Rangers, and the Nigerian national team.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Nedum Onuoha
Target entity description: Nedum Onuoha is a retired professional footballer, best known as a versatile defender who played for Manchester City, Queens Park Rangers, and the Nigerian national team.
  • A. Julius Onah
    Julius Onah is a Nigerian-American filmmaker best known for directing genre-bending films such as "The Cloverfield Paradox" and the critically acclaimed drama "Luce."
  • B. Azubuike Oliseh
    Azubuike Oliseh is a Nigerian former professional footballer best known for his career in European leagues and as the brother of ex-Nigeria international Sunday Oliseh.
  • C. Vincent Enyeama
    Vincent Enyeama is a renowned Nigerian goalkeeper best known for his long, successful international career and standout performances at multiple FIFA World Cups.
  • D. Joseph Akpala
    Joseph Akpala is a Nigerian professional footballer known as a prolific striker who has played in top European leagues and represented the Nigerian national team.
  • 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_69d886c886688190967be07322597ac9 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3cf23873c8190bdc9121d6c3850e2 completed April 18, 2026, 6:36 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00cfdeb7a88190aac21a8645607dc8 completed May 10, 2026, 6:35 p.m.
NEDg Description generation batch_6a00d0a0852c8190991af93d50fa2216 completed May 10, 2026, 6:38 p.m.
NED2 Entity disambiguation (via description) batch_6a00d14b83d88190b3dbc124d5b33029 completed May 10, 2026, 6:41 p.m.
Created at: April 10, 2026, 5:30 a.m.