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.