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.