Triple
T2098275
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | 1947 Dadoo-Naicker-Xuma Pact |
E37032
|
entity |
| Predicate | signatory |
P173
|
FINISHED |
| Object |
A.B. Xuma
A.B. Xuma was a prominent South African medical doctor and anti-apartheid leader who served as president of the African National Congress in the 1940s.
|
E236858
|
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: A.B. Xuma | Statement: [1947 Dadoo-Naicker-Xuma Pact, signatory, A.B. Xuma]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: A.B. Xuma Context triple: [1947 Dadoo-Naicker-Xuma Pact, signatory, A.B. Xuma]
-
A.
Mangosuthu Buthelezi
Mangosuthu Buthelezi was a prominent South African Zulu leader and founder of the Inkatha Freedom Party who played a controversial but significant role in the country’s transition from apartheid to democracy.
-
B.
Lobengula Khumalo
Lobengula Khumalo was the second and last king of the Ndebele (Matabele) Kingdom in what is now Zimbabwe, known for his resistance to British colonial encroachment in the late 19th century.
-
C.
Hendrik Verwoerd
Hendrik Verwoerd was the South African prime minister widely regarded as the chief architect of the apartheid system of racial segregation and white minority rule.
-
D.
Oliver Tambo
Oliver Tambo was a prominent South African anti-apartheid activist and long-serving president of the African National Congress who played a key role in building its international support and guiding the liberation struggle in exile.
-
E.
Paul Kruger
Paul Kruger was a prominent Boer political and military leader who served as President of the South African Republic and became a central figure in resistance against British rule during the late 19th century.
- 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: A.B. Xuma Triple: [1947 Dadoo-Naicker-Xuma Pact, signatory, A.B. Xuma]
Generated description
A.B. Xuma was a prominent South African medical doctor and anti-apartheid leader who served as president of the African National Congress in the 1940s.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: A.B. Xuma Target entity description: A.B. Xuma was a prominent South African medical doctor and anti-apartheid leader who served as president of the African National Congress in the 1940s.
-
A.
Mangosuthu Buthelezi
Mangosuthu Buthelezi was a prominent South African Zulu leader and founder of the Inkatha Freedom Party who played a controversial but significant role in the country’s transition from apartheid to democracy.
-
B.
Lobengula Khumalo
Lobengula Khumalo was the second and last king of the Ndebele (Matabele) Kingdom in what is now Zimbabwe, known for his resistance to British colonial encroachment in the late 19th century.
-
C.
Hendrik Verwoerd
Hendrik Verwoerd was the South African prime minister widely regarded as the chief architect of the apartheid system of racial segregation and white minority rule.
-
D.
Oliver Tambo
Oliver Tambo was a prominent South African anti-apartheid activist and long-serving president of the African National Congress who played a key role in building its international support and guiding the liberation struggle in exile.
-
E.
Paul Kruger
Paul Kruger was a prominent Boer political and military leader who served as President of the South African Republic and became a central figure in resistance against British rule during the late 19th century.
- 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_69a8861828948190924aa30c08806b3a |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69abba9de75c81909770409b5ae62c24 |
completed | March 7, 2026, 5:41 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae518d29d4819090aa2a1c6fc7304d |
completed | March 9, 2026, 4:50 a.m. |
| NEDg | Description generation | batch_69ae522f0394819087a7e7d9c6ca354c |
completed | March 9, 2026, 4:53 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae5316acf881908dde9d83c36c8fd0 |
completed | March 9, 2026, 4:56 a.m. |
Created at: March 4, 2026, 7:43 p.m.