Triple

T14071167
Position Surface form Disambiguated ID Type / Status
Subject Achimota School E338609 entity
Predicate hasAlumni P51 FINISHED
Object Sam Jonah
Sam Jonah is a prominent Ghanaian businessman and mining executive, best known for leading the transformation of Ashanti Goldfields into a major global gold producer and for his influential role in African corporate leadership.
E1078118 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: Sam Jonah | Statement: [Achimota School, hasAlumni, Sam Jonah]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Sam Jonah
Context triple: [Achimota School, hasAlumni, Sam Jonah]
  • A. Tony Jannus
    Tony Jannus was an early American aviation pioneer and one of the first commercial airline pilots, known for operating the world’s first scheduled commercial airline flight in 1914.
  • B. Larry Gorham
    Larry Gorham is a musician best known as a member of Willie Nelson’s longtime backing group, The Family.
  • C. Jerry Seeman
    Jerry Seeman was a prominent NFL official who served as a referee in multiple Super Bowls and later became the league’s Director of Officiating.
  • D. Jack Gariss
    Jack Gariss was an American screenwriter best known for his work on major mid-20th-century Hollywood films, including contributing to the script of Cecil B. DeMille’s epic "The Ten Commandments" (1956).
  • E. Sam Lash
    Sam Lash is a fictional character appearing in the literary work "The Wolf Song."
  • 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: Sam Jonah
Triple: [Achimota School, hasAlumni, Sam Jonah]
Generated description
Sam Jonah is a prominent Ghanaian businessman and mining executive, best known for leading the transformation of Ashanti Goldfields into a major global gold producer and for his influential role in African corporate leadership.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Sam Jonah
Target entity description: Sam Jonah is a prominent Ghanaian businessman and mining executive, best known for leading the transformation of Ashanti Goldfields into a major global gold producer and for his influential role in African corporate leadership.
  • A. Tony Jannus
    Tony Jannus was an early American aviation pioneer and one of the first commercial airline pilots, known for operating the world’s first scheduled commercial airline flight in 1914.
  • B. Larry Gorham
    Larry Gorham is a musician best known as a member of Willie Nelson’s longtime backing group, The Family.
  • C. Jerry Seeman
    Jerry Seeman was a prominent NFL official who served as a referee in multiple Super Bowls and later became the league’s Director of Officiating.
  • D. Jack Gariss
    Jack Gariss was an American screenwriter best known for his work on major mid-20th-century Hollywood films, including contributing to the script of Cecil B. DeMille’s epic "The Ten Commandments" (1956).
  • E. Sam Lash
    Sam Lash is a fictional character appearing in the literary work "The Wolf Song."
  • 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_69d81c67ba6c819091935650dfb3b895 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de5c5aa828819098ef55a70a0decbc completed April 14, 2026, 3:25 p.m.
NED1 Entity disambiguation (via context triple) batch_69fcb66cfe2c8190af8354316d4f4df9 completed May 7, 2026, 3:57 p.m.
NEDg Description generation batch_69fcc5c893dc81908538136e0f9170ca completed May 7, 2026, 5:03 p.m.
NED2 Entity disambiguation (via description) batch_69fcc64ac93c8190ad40a04c74f70e18 completed May 7, 2026, 5:05 p.m.
Created at: April 9, 2026, 10:21 p.m.