Triple

T10765784
Position Surface form Disambiguated ID Type / Status
Subject Seretse Khama E253950 entity
Predicate spouse P13 FINISHED
Object Ruth Williams Khama
Ruth Williams Khama was a British-born woman who became the First Lady of Botswana and a prominent symbol of interracial marriage and anti-colonial resistance after marrying Seretse Khama.
E884195 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: Ruth Williams Khama | Statement: [Seretse Khama, spouse, Ruth Williams Khama]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ruth Williams Khama
Context triple: [Seretse Khama, spouse, Ruth Williams Khama]
  • A. Edelgard Nkobi
    Edelgard Nkobi was the wife of South African anti-apartheid activist Denis Goldberg and a fellow supporter of the struggle against apartheid.
  • B. Fadzayi Mahere
    Fadzayi Mahere is a prominent Zimbabwean lawyer, politician, and democracy activist known for her opposition to ZANU–PF and her leadership role in the Citizens Coalition for Change.
  • C. Graça Machel
    Graça Machel is a Mozambican politician and humanitarian known for her advocacy on children's and women's rights and as the widow of both Mozambican President Samora Machel and South African President Nelson Mandela.
  • D. Gertrude Sizakele Khumalo
    Gertrude Sizakele Khumalo is the longtime first wife of former South African president Jacob Zuma and served as First Lady of South Africa during his presidency.
  • E. Sibongile Winifred Dlamini
    Sibongile Winifred Dlamini is a South African royal figure best known as one of the principal wives of the late Zulu King Goodwill Zwelithini kaBhekuzulu.
  • 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: Ruth Williams Khama
Triple: [Seretse Khama, spouse, Ruth Williams Khama]
Generated description
Ruth Williams Khama was a British-born woman who became the First Lady of Botswana and a prominent symbol of interracial marriage and anti-colonial resistance after marrying Seretse Khama.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ruth Williams Khama
Target entity description: Ruth Williams Khama was a British-born woman who became the First Lady of Botswana and a prominent symbol of interracial marriage and anti-colonial resistance after marrying Seretse Khama.
  • A. Edelgard Nkobi
    Edelgard Nkobi was the wife of South African anti-apartheid activist Denis Goldberg and a fellow supporter of the struggle against apartheid.
  • B. Fadzayi Mahere
    Fadzayi Mahere is a prominent Zimbabwean lawyer, politician, and democracy activist known for her opposition to ZANU–PF and her leadership role in the Citizens Coalition for Change.
  • C. Graça Machel
    Graça Machel is a Mozambican politician and humanitarian known for her advocacy on children's and women's rights and as the widow of both Mozambican President Samora Machel and South African President Nelson Mandela.
  • D. Gertrude Sizakele Khumalo
    Gertrude Sizakele Khumalo is the longtime first wife of former South African president Jacob Zuma and served as First Lady of South Africa during his presidency.
  • E. Sibongile Winifred Dlamini
    Sibongile Winifred Dlamini is a South African royal figure best known as one of the principal wives of the late Zulu King Goodwill Zwelithini kaBhekuzulu.
  • 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_69d6aa5f54f4819082d0bbcb6f8797e6 completed April 8, 2026, 7:19 p.m.
NER Named-entity recognition batch_69d731a5d5248190badfc5a8ab0215d6 completed April 9, 2026, 4:57 a.m.
NED1 Entity disambiguation (via context triple) batch_69de235fe7748190ba004f889da389ff completed April 14, 2026, 11:22 a.m.
NEDg Description generation batch_69de271ee56c81908d2f690f31c2d2db completed April 14, 2026, 11:38 a.m.
NED2 Entity disambiguation (via description) batch_69de2e05fdb08190b880f9158b14118b completed April 14, 2026, 12:07 p.m.
Created at: April 8, 2026, 9:16 p.m.