Triple

T17062287
Position Surface form Disambiguated ID Type / Status
Subject Davis (given name) E413989 entity
Predicate hasNotableBearerGivenName P110784 FINISHED
Object Davis Ansah Opoku
Davis Ansah Opoku is a Ghanaian politician and public servant known for his role as a Member of Parliament representing the Mpraeso constituency.
E1247680 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: Davis Ansah Opoku | Statement: [Davis (given name), hasNotableBearerGivenName, Davis Ansah Opoku]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Davis Ansah Opoku
Context triple: [Davis (given name), hasNotableBearerGivenName, Davis Ansah Opoku]
  • A. Assin Fosu
    Assin Fosu is a major town and commercial hub in Ghana known for its role in regional trade and transportation within the Central Region.
  • B. Kofi Adu
    Kofi Adu, popularly known as Agya Koo, is a renowned Ghanaian actor and comedian celebrated for his influential roles in Kumawood films.
  • C. Emmanuel Agyemang-Badu
    Emmanuel Agyemang-Badu is a Ghanaian professional footballer best known as a dynamic central midfielder who played for clubs such as Udinese and represented Ghana at multiple Africa Cup of Nations and the FIFA World Cup.
  • D. Kwame Obeng Darko
    Kwame Obeng Darko is a personal name, likely of Ghanaian origin, used by an individual whose specific public profile or notable achievements are not widely documented.
  • E. Victor Kwesi Mensah
    Victor Kwesi Mensah is an American rapper, singer, and songwriter from Chicago, best known by his stage name Vic Mensa and for his politically charged hip-hop music.
  • 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: Davis Ansah Opoku
Triple: [Davis (given name), hasNotableBearerGivenName, Davis Ansah Opoku]
Generated description
Davis Ansah Opoku is a Ghanaian politician and public servant known for his role as a Member of Parliament representing the Mpraeso constituency.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Davis Ansah Opoku
Target entity description: Davis Ansah Opoku is a Ghanaian politician and public servant known for his role as a Member of Parliament representing the Mpraeso constituency.
  • A. Assin Fosu
    Assin Fosu is a major town and commercial hub in Ghana known for its role in regional trade and transportation within the Central Region.
  • B. Kofi Adu
    Kofi Adu, popularly known as Agya Koo, is a renowned Ghanaian actor and comedian celebrated for his influential roles in Kumawood films.
  • C. Emmanuel Agyemang-Badu
    Emmanuel Agyemang-Badu is a Ghanaian professional footballer best known as a dynamic central midfielder who played for clubs such as Udinese and represented Ghana at multiple Africa Cup of Nations and the FIFA World Cup.
  • D. Kwame Obeng Darko
    Kwame Obeng Darko is a personal name, likely of Ghanaian origin, used by an individual whose specific public profile or notable achievements are not widely documented.
  • E. Victor Kwesi Mensah
    Victor Kwesi Mensah is an American rapper, singer, and songwriter from Chicago, best known by his stage name Vic Mensa and for his politically charged hip-hop music.
  • 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_69d886cde3d481908d4d01ba88ba7eb7 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3db7eb0808190ae1b0044e2b5cbd7 completed April 18, 2026, 7:29 p.m.
NED1 Entity disambiguation (via context triple) batch_6a01234be4e4819084701902e7bd3a27 completed May 11, 2026, 12:31 a.m.
NEDg Description generation batch_6a0124869c2c8190b84ed4d46492528a completed May 11, 2026, 12:36 a.m.
NED2 Entity disambiguation (via description) batch_6a0124f59490819081e8dc644da92ed6 completed May 11, 2026, 12:38 a.m.
Created at: April 10, 2026, 5:34 a.m.