Triple

T14071162
Position Surface form Disambiguated ID Type / Status
Subject Achimota School E338609 entity
Predicate hasAlumni P51 FINISHED
Object Efua Sutherland
Efua Sutherland was a pioneering Ghanaian playwright, director, and cultural activist who played a key role in developing modern Ghanaian theatre and children's literature.
 E1078114 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: Efua Sutherland | Statement: [Achimota School, hasAlumni, Efua Sutherland]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Efua Sutherland
Context triple: [Achimota School, hasAlumni, Efua Sutherland]
  • A. Louisa Ansong
    Louisa Ansong is a Ghanaian dentist best known as the wife of award-winning dancehall artist Stonebwoy (Livingstone Etse Satekla).
  • B. DeObia Oparei
    DeObia Oparei is a British actor and playwright known for his roles in film and television, including appearances in projects like Game of Thrones and various major studio movies.
  • C. Theodosia Okoh
    Theodosia Okoh was a Ghanaian artist and teacher best known for creating Ghana’s national flag.
  • D. Nana Aba Appiah Amfo
    Nana Aba Appiah Amfo is a Ghanaian linguist and academic leader who serves as the Vice-Chancellor of the University of Ghana.
  • E. Kola Kwariani
    Kola Kwariani was a Georgian-born professional wrestler and occasional actor best known for his memorable role as a chess-playing strongman in Stanley Kubrick’s film "The Killing."
  • 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: Efua Sutherland
Triple: [Achimota School, hasAlumni, Efua Sutherland]
Generated description
Efua Sutherland was a pioneering Ghanaian playwright, director, and cultural activist who played a key role in developing modern Ghanaian theatre and children's literature.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Efua Sutherland
Target entity description: Efua Sutherland was a pioneering Ghanaian playwright, director, and cultural activist who played a key role in developing modern Ghanaian theatre and children's literature.
  • A. Louisa Ansong
    Louisa Ansong is a Ghanaian dentist best known as the wife of award-winning dancehall artist Stonebwoy (Livingstone Etse Satekla).
  • B. DeObia Oparei
    DeObia Oparei is a British actor and playwright known for his roles in film and television, including appearances in projects like Game of Thrones and various major studio movies.
  • C. Theodosia Okoh
    Theodosia Okoh was a Ghanaian artist and teacher best known for creating Ghana’s national flag.
  • D. Nana Aba Appiah Amfo
    Nana Aba Appiah Amfo is a Ghanaian linguist and academic leader who serves as the Vice-Chancellor of the University of Ghana.
  • E. Kola Kwariani
    Kola Kwariani was a Georgian-born professional wrestler and occasional actor best known for his memorable role as a chess-playing strongman in Stanley Kubrick’s film "The Killing."
  • 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.