Triple
T7998936
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pan Africanist Congress of Azania |
E186195
|
entity |
| Predicate | founder |
P104
|
FINISHED |
| Object |
Potlako Leballo
Potlako Leballo was a South African anti-apartheid activist and political leader who co-founded and led the Pan Africanist Congress of Azania.
|
E707974
|
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: Potlako Leballo | Statement: [Pan Africanist Congress of Azania, founder, Potlako Leballo]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Potlako Leballo Context triple: [Pan Africanist Congress of Azania, founder, Potlako Leballo]
-
A.
Thabana Ntlenyana
Thabana Ntlenyana is the highest mountain in southern Africa, located in the Drakensberg range within Lesotho.
-
B.
Pompaelo
Pompaelo is the ancient Roman name for the city now known as Pamplona in northern Spain, historically significant as a fortified settlement in the province of Hispania.
-
C.
Zwelibanzi Hlongwane
Zwelibanzi Hlongwane is a South African businessman best known as the former husband of Zindzi Mandela, the daughter of Nelson Mandela.
-
D.
Popo Molefe
Popo Molefe is a South African anti-apartheid activist and politician who played a prominent leadership role in the struggle against apartheid and later in democratic governance.
-
E.
Bapedi
Bapedi are a Sotho-Tswana ethnic group of South Africa known for their rich cultural traditions, including distinctive music, dance, and chieftaincy structures.
- 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: Potlako Leballo Triple: [Pan Africanist Congress of Azania, founder, Potlako Leballo]
Generated description
Potlako Leballo was a South African anti-apartheid activist and political leader who co-founded and led the Pan Africanist Congress of Azania.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Potlako Leballo Target entity description: Potlako Leballo was a South African anti-apartheid activist and political leader who co-founded and led the Pan Africanist Congress of Azania.
-
A.
Thabana Ntlenyana
Thabana Ntlenyana is the highest mountain in southern Africa, located in the Drakensberg range within Lesotho.
-
B.
Pompaelo
Pompaelo is the ancient Roman name for the city now known as Pamplona in northern Spain, historically significant as a fortified settlement in the province of Hispania.
-
C.
Zwelibanzi Hlongwane
Zwelibanzi Hlongwane is a South African businessman best known as the former husband of Zindzi Mandela, the daughter of Nelson Mandela.
-
D.
Popo Molefe
Popo Molefe is a South African anti-apartheid activist and politician who played a prominent leadership role in the struggle against apartheid and later in democratic governance.
-
E.
Bapedi
Bapedi are a Sotho-Tswana ethnic group of South Africa known for their rich cultural traditions, including distinctive music, dance, and chieftaincy structures.
- 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_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_69cc56910dd4819084ffe3350f15d95d |
completed | March 31, 2026, 11:19 p.m. |
| NEDg | Description generation | batch_69cc58ecd0608190ab0880992bc203fb |
completed | March 31, 2026, 11:29 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cc5cb2963c81908a8dfbb1f84845bc |
completed | March 31, 2026, 11:45 p.m. |
Created at: March 30, 2026, 5:17 p.m.