Triple

T14668594
Position Surface form Disambiguated ID Type / Status
Subject Gamal Nkrumah E344445 entity
Predicate notableFamily P1481 FINISHED
Object Nkrumah family
The Nkrumah family is the prominent Ghanaian political and intellectual dynasty descended from Kwame Nkrumah, Ghana’s first president and a leading figure in African independence and pan-Africanism.
E344445 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: Nkrumah family | Statement: [Gamal Nkrumah, notableFamily, Nkrumah family]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Nkrumah family
Context triple: [Gamal Nkrumah, notableFamily, Nkrumah family]
  • A. Government of Kwame Nkrumah
    The Government of Kwame Nkrumah was the post-independence administration of Ghana led by its first president, known for its pan-Africanist policies, rapid modernization efforts, and eventual overthrow in a 1966 military coup.
  • B. Fathia Nkrumah
    Fathia Nkrumah was an Egyptian-born former First Lady of Ghana, known for her marriage to the country’s first president, Kwame Nkrumah, and her symbolic role in African–Arab solidarity.
  • C. Kojo Oppong Nkrumah
    Kojo Oppong Nkrumah is a Ghanaian politician, lawyer, and former broadcast journalist who has served as Minister for Information and a prominent spokesperson for the Ghanaian government.
  • D. Gamal Nkrumah
    Gamal Nkrumah is a Ghanaian journalist and political analyst known for his work with the Egyptian newspaper Al-Ahram and for being the son of Ghana’s first president, Kwame Nkrumah.
  • E. Kwame Nkrumah-Acheampong
    Kwame Nkrumah-Acheampong, nicknamed the "Snow Leopard," is a Ghanaian alpine skier known for being one of the first athletes to represent Ghana in Winter Olympic skiing events.
  • 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: Nkrumah family
Triple: [Gamal Nkrumah, notableFamily, Nkrumah family]
Generated description
The Nkrumah family is the prominent Ghanaian political and intellectual dynasty descended from Kwame Nkrumah, Ghana’s first president and a leading figure in African independence and pan-Africanism.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Nkrumah family
Target entity description: The Nkrumah family is the prominent Ghanaian political and intellectual dynasty descended from Kwame Nkrumah, Ghana’s first president and a leading figure in African independence and pan-Africanism.
  • A. Government of Kwame Nkrumah
    The Government of Kwame Nkrumah was the post-independence administration of Ghana led by its first president, known for its pan-Africanist policies, rapid modernization efforts, and eventual overthrow in a 1966 military coup.
  • B. Fathia Nkrumah
    Fathia Nkrumah was an Egyptian-born former First Lady of Ghana, known for her marriage to the country’s first president, Kwame Nkrumah, and her symbolic role in African–Arab solidarity.
  • C. Kojo Oppong Nkrumah
    Kojo Oppong Nkrumah is a Ghanaian politician, lawyer, and former broadcast journalist who has served as Minister for Information and a prominent spokesperson for the Ghanaian government.
  • D. Gamal Nkrumah chosen
    Gamal Nkrumah is a Ghanaian journalist and political analyst known for his work with the Egyptian newspaper Al-Ahram and for being the son of Ghana’s first president, Kwame Nkrumah.
  • E. Kwame Nkrumah-Acheampong
    Kwame Nkrumah-Acheampong, nicknamed the "Snow Leopard," is a Ghanaian alpine skier known for being one of the first athletes to represent Ghana in Winter Olympic skiing events.
  • F. None of above.

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_69d822e283fc8190a0e4c235cf880052 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb54dda1c8190bf16d17e26a2bba6 completed April 14, 2026, 9:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69fdd5e9bb2081908515ab6430e9b1c2 completed May 8, 2026, 12:24 p.m.
NEDg Description generation batch_69fdd7002ae08190964482d91f45d4cd completed May 8, 2026, 12:28 p.m.
NED2 Entity disambiguation (via description) batch_69fdd771cb188190b44d6e4903fa8f6e completed May 8, 2026, 12:30 p.m.
Created at: April 10, 2026, 1:27 a.m.