Triple

T12541165
Position Surface form Disambiguated ID Type / Status
Subject Shatta Wale E299840 entity
Predicate birthName P65 FINISHED
Object 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.
E990106 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: Charles Nii Armah Mensah Jr. | Statement: [Shatta Wale, birthName, Charles Nii Armah Mensah Jr.]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Charles Nii Armah Mensah Jr.
Context triple: [Shatta Wale, birthName, Charles Nii Armah Mensah Jr.]
  • A. Kwame Kwei-Armah
    Kwame Kwei-Armah is a British actor, playwright, director, and broadcaster known for his work in theatre and television, including serving as artistic director of the Young Vic in London.
  • B. Kojo Antwi
    Kojo Antwi is a renowned Ghanaian Afro-pop, highlife, and reggae musician celebrated for his romantic ballads and influential contributions to contemporary West African music.
  • C. Kwame Nsiah-Apau
    Kwame Nsiah-Apau, better known by his stage name Okyeame Kwame, is a prominent Ghanaian hiplife musician, songwriter, and entrepreneur.
  • D. Laide Soyinka
    Laide Soyinka is known primarily as the former spouse of Nigerian Nobel laureate and playwright Wole Soyinka.
  • E. 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.
  • 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: Charles Nii Armah Mensah Jr.
Triple: [Shatta Wale, birthName, Charles Nii Armah Mensah Jr.]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Charles Nii Armah Mensah Jr.
Target entity description: 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.
  • A. Kwame Kwei-Armah
    Kwame Kwei-Armah is a British actor, playwright, director, and broadcaster known for his work in theatre and television, including serving as artistic director of the Young Vic in London.
  • B. Kojo Antwi
    Kojo Antwi is a renowned Ghanaian Afro-pop, highlife, and reggae musician celebrated for his romantic ballads and influential contributions to contemporary West African music.
  • C. Kwame Nsiah-Apau
    Kwame Nsiah-Apau, better known by his stage name Okyeame Kwame, is a prominent Ghanaian hiplife musician, songwriter, and entrepreneur.
  • D. Laide Soyinka
    Laide Soyinka is known primarily as the former spouse of Nigerian Nobel laureate and playwright Wole Soyinka.
  • E. 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.
  • 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_69d6ada707008190aaec1238117c9379 completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d9546fc620819093335988dbab3256 completed April 10, 2026, 7:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6557cb180819083ee10708320199e completed May 2, 2026, 7:50 p.m.
NEDg Description generation batch_69f6566f40c08190baec227fb660c948 completed May 2, 2026, 7:54 p.m.
NED2 Entity disambiguation (via description) batch_69f65799ca588190b9f7a07f5c1a842c completed May 2, 2026, 7:59 p.m.
Created at: April 8, 2026, 9:57 p.m.