Triple

T20169300
Position Surface form Disambiguated ID Type / Status
Subject Paulo Costa E491912 entity
Predicate defeated P4779 FINISHED
Object Oluwale Bamgbose
Oluwale Bamgbose is a Nigerian-American mixed martial artist who competed in the UFC’s middleweight division, known for his explosive striking style.
E1414445 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: Oluwale Bamgbose | Statement: [Paulo Costa, defeated, Oluwale Bamgbose]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Oluwale Bamgbose
Context triple: [Paulo Costa, defeated, Oluwale Bamgbose]
  • A. Oluwatosin Oluwole Ajibade
    Oluwatosin Oluwole Ajibade is a Nigerian singer, songwriter, and entrepreneur best known by his stage name Mr Eazi, a pioneer of the Banku music sound blending Ghanaian highlife and Nigerian Afrobeats.
  • B. Abiodun Okulaja
    Abiodun Okulaja is a soccer referee best known for officiating at the highest levels of professional play in the United States, including Major League Soccer.
  • C. Keshinro Ololade
    Keshinro Ololade is a Nigerian rapper and songwriter popularly known by his stage name Lil Kesh, recognized for his hit street-hop tracks in the mid-2010s.
  • D. Adedeji Adeleke
    Adedeji Adeleke is a Nigerian billionaire businessman and philanthropist, best known as the founder of Adeleke University and the father of Afrobeats star Davido.
  • E. Abiodun Oyewole
    Abiodun Oyewole is an American poet and founding member of the influential spoken-word group The Last Poets, known for his politically charged, socially conscious verse that helped lay the groundwork for hip-hop.
  • 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: Oluwale Bamgbose
Triple: [Paulo Costa, defeated, Oluwale Bamgbose]
Generated description
Oluwale Bamgbose is a Nigerian-American mixed martial artist who competed in the UFC’s middleweight division, known for his explosive striking style.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Oluwale Bamgbose
Target entity description: Oluwale Bamgbose is a Nigerian-American mixed martial artist who competed in the UFC’s middleweight division, known for his explosive striking style.
  • A. Oluwatosin Oluwole Ajibade
    Oluwatosin Oluwole Ajibade is a Nigerian singer, songwriter, and entrepreneur best known by his stage name Mr Eazi, a pioneer of the Banku music sound blending Ghanaian highlife and Nigerian Afrobeats.
  • B. Abiodun Okulaja
    Abiodun Okulaja is a soccer referee best known for officiating at the highest levels of professional play in the United States, including Major League Soccer.
  • C. Keshinro Ololade
    Keshinro Ololade is a Nigerian rapper and songwriter popularly known by his stage name Lil Kesh, recognized for his hit street-hop tracks in the mid-2010s.
  • D. Adedeji Adeleke
    Adedeji Adeleke is a Nigerian billionaire businessman and philanthropist, best known as the founder of Adeleke University and the father of Afrobeats star Davido.
  • E. Abiodun Oyewole
    Abiodun Oyewole is an American poet and founding member of the influential spoken-word group The Last Poets, known for his politically charged, socially conscious verse that helped lay the groundwork for hip-hop.
  • 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_69da6266c6888190bc1a3ecf24814d34 completed April 11, 2026, 3:01 p.m.
NER Named-entity recognition batch_69e66846f4ec81908b0dc6a6e0ec27dd completed April 20, 2026, 5:54 p.m.
NED1 Entity disambiguation (via context triple) batch_6a083482950c8190aff6eb232ebbdd79 completed May 16, 2026, 9:10 a.m.
NEDg Description generation batch_6a08354678488190a04794496edc4333 completed May 16, 2026, 9:13 a.m.
NED2 Entity disambiguation (via description) batch_6a08360def9c8190b8a2d48814ee13c8 completed May 16, 2026, 9:17 a.m.
Created at: April 11, 2026, 11:35 p.m.