Triple

T17783778
Position Surface form Disambiguated ID Type / Status
Subject The Beautyful Ones E443963 entity
Predicate titleAlludesTo P4929 FINISHED
Object Ayi Kwei Armah
Ayi Kwei Armah is a Ghanaian novelist and essayist renowned for his politically charged, stylistically experimental works exploring postcolonial corruption, disillusionment, and African identity.
E1288710 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: Ayi Kwei Armah | Statement: [The Beautyful Ones, titleAlludesTo, Ayi Kwei Armah]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ayi Kwei Armah
Context triple: [The Beautyful Ones, titleAlludesTo, Ayi Kwei Armah]
  • A. Charles Nii Armah Mensah Jr.
    Charles Nii Armah Mensah Jr., better known by his stage name Shatta Wale, is a prominent Ghanaian dancehall artist, singer, and songwriter recognized for his influential role in the African music scene.
  • B. Ama Ata Aidoo
    Ama Ata Aidoo was a renowned Ghanaian author, poet, and playwright celebrated for her pioneering feminist perspectives and influential contributions to African literature.
  • C. Wole Soyinka
    Wole Soyinka is a Nigerian playwright, poet, and essayist who became the first African laureate of the Nobel Prize in Literature, renowned for his powerful critiques of political oppression and exploration of Yoruba culture.
  • D. Ilemakin Soyinka
    Ilemakin Soyinka is a child of Nigerian Nobel Prize–winning playwright and poet Wole Soyinka.
  • E. Olaokun Soyinka
    Olaokun Soyinka is a Nigerian physician and public health expert who has served in various governmental and international health roles and is the son of Nobel laureate Wole Soyinka.
  • 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: Ayi Kwei Armah
Triple: [The Beautyful Ones, titleAlludesTo, Ayi Kwei Armah]
Generated description
Ayi Kwei Armah is a Ghanaian novelist and essayist renowned for his politically charged, stylistically experimental works exploring postcolonial corruption, disillusionment, and African identity.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ayi Kwei Armah
Target entity description: Ayi Kwei Armah is a Ghanaian novelist and essayist renowned for his politically charged, stylistically experimental works exploring postcolonial corruption, disillusionment, and African identity.
  • A. Charles Nii Armah Mensah Jr.
    Charles Nii Armah Mensah Jr., better known by his stage name Shatta Wale, is a prominent Ghanaian dancehall artist, singer, and songwriter recognized for his influential role in the African music scene.
  • B. Ama Ata Aidoo
    Ama Ata Aidoo was a renowned Ghanaian author, poet, and playwright celebrated for her pioneering feminist perspectives and influential contributions to African literature.
  • C. Wole Soyinka
    Wole Soyinka is a Nigerian playwright, poet, and essayist who became the first African laureate of the Nobel Prize in Literature, renowned for his powerful critiques of political oppression and exploration of Yoruba culture.
  • D. Ilemakin Soyinka
    Ilemakin Soyinka is a child of Nigerian Nobel Prize–winning playwright and poet Wole Soyinka.
  • E. Olaokun Soyinka
    Olaokun Soyinka is a Nigerian physician and public health expert who has served in various governmental and international health roles and is the son of Nobel laureate Wole Soyinka.
  • 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_69d8b9ef17708190bdf7e2adbf14ddc2 completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e487234fc08190b590f20caa431463 completed April 19, 2026, 7:41 a.m.
NED1 Entity disambiguation (via context triple) batch_6a02f833fe708190bccfe236aee94b2a completed May 12, 2026, 9:51 a.m.
NEDg Description generation batch_6a02fc2255008190834686f8dc9c33f9 completed May 12, 2026, 10:08 a.m.
NED2 Entity disambiguation (via description) batch_6a02fce3a4488190a1efd6d335706edf completed May 12, 2026, 10:11 a.m.
Created at: April 10, 2026, 10:12 a.m.