Triple

T7998864
Position Surface form Disambiguated ID Type / Status
Subject African socialism E186193 entity
Predicate corePolicyIn P11690 FINISHED
Object Nkrumahism in Ghana
Nkrumahism in Ghana is a political and economic ideology inspired by Kwame Nkrumah that blends African nationalism, pan-Africanism, and socialist principles to guide the country’s development and liberation efforts.
E186193 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: Nkrumahism in Ghana | Statement: [African socialism, corePolicyIn, Nkrumahism in Ghana]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Nkrumahism in Ghana
Context triple: [African socialism, corePolicyIn, Nkrumahism in Ghana]
  • A. African socialism
    African socialism is a political and economic ideology that blends socialist principles with traditional African communal values and anti-colonial nationalism, emphasizing social equality, collective ownership, and pan-African solidarity.
  • B. 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.
  • C. Ghana Independence Day
    Ghana Independence Day is the national holiday celebrated on March 6 each year to commemorate Ghana’s attainment of independence from British colonial rule in 1957.
  • D. Kwame Nkrumah
    Kwame Nkrumah was the first Prime Minister and President of an independent Ghana and a leading Pan-Africanist who played a key role in Africa’s decolonization and unity movements.
  • E. Government of Ghana
    The Government of Ghana is the central governing authority of the Republic of Ghana, responsible for national administration, policymaking, and management of public resources and institutions.
  • 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: Nkrumahism in Ghana
Triple: [African socialism, corePolicyIn, Nkrumahism in Ghana]
Generated description
Nkrumahism in Ghana is a political and economic ideology inspired by Kwame Nkrumah that blends African nationalism, pan-Africanism, and socialist principles to guide the country’s development and liberation efforts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Nkrumahism in Ghana
Target entity description: Nkrumahism in Ghana is a political and economic ideology inspired by Kwame Nkrumah that blends African nationalism, pan-Africanism, and socialist principles to guide the country’s development and liberation efforts.
  • A. African socialism chosen
    African socialism is a political and economic ideology that blends socialist principles with traditional African communal values and anti-colonial nationalism, emphasizing social equality, collective ownership, and pan-African solidarity.
  • B. 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.
  • C. Ghana Independence Day
    Ghana Independence Day is the national holiday celebrated on March 6 each year to commemorate Ghana’s attainment of independence from British colonial rule in 1957.
  • D. Kwame Nkrumah
    Kwame Nkrumah was the first Prime Minister and President of an independent Ghana and a leading Pan-Africanist who played a key role in Africa’s decolonization and unity movements.
  • E. Government of Ghana
    The Government of Ghana is the central governing authority of the Republic of Ghana, responsible for national administration, policymaking, and management of public resources and institutions.
  • 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_69ca82aaaf24819084b94d18f699ba53 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb3c9a12788190a5607a538f4e07c1 completed March 31, 2026, 3:16 a.m.
NED1 Entity disambiguation (via context triple) batch_69cbe114372c819086f06e184d5ebde2 completed March 31, 2026, 2:58 p.m.
NEDg Description generation batch_69cbe440a66c8190a5d5b417fb5082b7 completed March 31, 2026, 3:12 p.m.
NED2 Entity disambiguation (via description) batch_69cc338a1c48819086ece073e04e8fa6 completed March 31, 2026, 8:50 p.m.
Created at: March 30, 2026, 5:17 p.m.