Triple

T15799973
Position Surface form Disambiguated ID Type / Status
Subject Apprenticeship Patterns E383072 entity
Predicate author P4 FINISHED
Object Adewale Oshineye
Adewale Oshineye is a software engineer, author, and advocate for craftsmanship in software development, best known for co-authoring the book "Apprenticeship Patterns."
E1176586 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: Adewale Oshineye | Statement: [Apprenticeship Patterns, author, Adewale Oshineye]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Adewale Oshineye
Context triple: [Apprenticeship Patterns, author, Adewale Oshineye]
  • A. Adebayo Akinfenwa
    Adebayo Akinfenwa is an English former professional footballer and cult hero striker, widely known for his powerful physique and prolific lower-league career.
  • B. 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.
  • C. Rilwan Akiolu
    Rilwan Akiolu is a Nigerian traditional ruler and former police officer who serves as the Oba (king) of Lagos, one of the most influential monarchs in southwestern Nigeria.
  • D. Adeola Odutola
    Adeola Odutola was a prominent Nigerian industrialist and businessman regarded as one of the pioneers of modern industry in Nigeria.
  • E. Jimmy Odukoya
    Jimmy Odukoya is a Nigerian actor and pastor best known internationally for his role in the historical epic film "The Woman King."
  • 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: Adewale Oshineye
Triple: [Apprenticeship Patterns, author, Adewale Oshineye]
Generated description
Adewale Oshineye is a software engineer, author, and advocate for craftsmanship in software development, best known for co-authoring the book "Apprenticeship Patterns."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Adewale Oshineye
Target entity description: Adewale Oshineye is a software engineer, author, and advocate for craftsmanship in software development, best known for co-authoring the book "Apprenticeship Patterns."
  • A. Adebayo Akinfenwa
    Adebayo Akinfenwa is an English former professional footballer and cult hero striker, widely known for his powerful physique and prolific lower-league career.
  • B. 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.
  • C. Rilwan Akiolu
    Rilwan Akiolu is a Nigerian traditional ruler and former police officer who serves as the Oba (king) of Lagos, one of the most influential monarchs in southwestern Nigeria.
  • D. Adeola Odutola
    Adeola Odutola was a prominent Nigerian industrialist and businessman regarded as one of the pioneers of modern industry in Nigeria.
  • E. Jimmy Odukoya
    Jimmy Odukoya is a Nigerian actor and pastor best known internationally for his role in the historical epic film "The Woman King."
  • 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_69d86da16e188190b89af699f1ed0bfe completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e0b4e135b08190b736e77bac5e2bff completed April 16, 2026, 10:07 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff90b2fd148190b3819d7c41505d52 completed May 9, 2026, 7:53 p.m.
NEDg Description generation batch_69ff935867d08190955c2d665a761a5e completed May 9, 2026, 8:04 p.m.
NED2 Entity disambiguation (via description) batch_69ff93fc19048190981d8e44ee5222f7 completed May 9, 2026, 8:07 p.m.
Created at: April 10, 2026, 4:48 a.m.