Triple
T2301980
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | South African Communist Party |
E51752
|
entity |
| Predicate | hasPublication |
P80
|
FINISHED |
| Object |
African Communist
African Communist is a theoretical and political journal associated with the South African Communist Party that focuses on Marxist analysis and leftist perspectives on African and global issues.
|
E253946
|
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: African Communist | Statement: [South African Communist Party, hasPublication, African Communist]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: African Communist Context triple: [South African Communist Party, hasPublication, African Communist]
-
A.
Congress of African People
The Congress of African People was a prominent Black nationalist and cultural organization in the United States that emerged from the Black Power movement and worked to advance Black political, cultural, and community empowerment in the late 1960s and 1970s.
-
B.
South African Communist Party
The South African Communist Party is a Marxist–Leninist political party in South Africa that played a key role in the anti-apartheid struggle and has long been allied with the African National Congress.
-
C.
All-African People’s Revolutionary Party
The All-African People’s Revolutionary Party is a pan-African socialist political organization dedicated to the liberation and unification of African people worldwide.
-
D.
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.
-
E.
Pan Africanist Congress
The Pan Africanist Congress is a South African political organization founded in 1959 that broke away from the African National Congress, advocating African nationalism and playing a significant role in the anti-apartheid struggle.
- 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: African Communist Triple: [South African Communist Party, hasPublication, African Communist]
Generated description
African Communist is a theoretical and political journal associated with the South African Communist Party that focuses on Marxist analysis and leftist perspectives on African and global issues.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: African Communist Target entity description: African Communist is a theoretical and political journal associated with the South African Communist Party that focuses on Marxist analysis and leftist perspectives on African and global issues.
-
A.
Congress of African People
The Congress of African People was a prominent Black nationalist and cultural organization in the United States that emerged from the Black Power movement and worked to advance Black political, cultural, and community empowerment in the late 1960s and 1970s.
-
B.
South African Communist Party
The South African Communist Party is a Marxist–Leninist political party in South Africa that played a key role in the anti-apartheid struggle and has long been allied with the African National Congress.
-
C.
All-African People’s Revolutionary Party
The All-African People’s Revolutionary Party is a pan-African socialist political organization dedicated to the liberation and unification of African people worldwide.
-
D.
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.
-
E.
Pan Africanist Congress
The Pan Africanist Congress is a South African political organization founded in 1959 that broke away from the African National Congress, advocating African nationalism and playing a significant role in the anti-apartheid struggle.
- 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_69a88b0a9f248190bcff941463d8f65a |
completed | March 4, 2026, 7:42 p.m. |
| NER | Named-entity recognition | batch_69abc5ef51948190ae828d8ee02feb75 |
completed | March 7, 2026, 6:30 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae7f31356c81909c563d88d472e05f |
completed | March 9, 2026, 8:05 a.m. |
| NEDg | Description generation | batch_69ae7fd78ee48190990fc7b5034b662b |
completed | March 9, 2026, 8:07 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae80dadf208190913211329a40b4ee |
completed | March 9, 2026, 8:12 a.m. |
Created at: March 4, 2026, 7:49 p.m.