Triple

T15256529
Position Surface form Disambiguated ID Type / Status
Subject Quett Masire E364658 entity
Predicate spouse P13 FINISHED
Object Gladys Olebile Masire
Gladys Olebile Masire was a prominent Botswanan public figure and educator, best known as the longtime First Lady of Botswana and an advocate for social development and education.
E1147312 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: Gladys Olebile Masire | Statement: [Quett Masire, spouse, Gladys Olebile Masire]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gladys Olebile Masire
Context triple: [Quett Masire, spouse, Gladys Olebile Masire]
  • A. Ruth Segomotsi Mompati
    Ruth Segomotsi Mompati was a prominent South African anti-apartheid activist, politician, and diplomat who played a key role in the African National Congress and the struggle for liberation.
  • B. Edelgard Nkobi
    Edelgard Nkobi was the wife of South African anti-apartheid activist Denis Goldberg and a fellow supporter of the struggle against apartheid.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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: Gladys Olebile Masire
Triple: [Quett Masire, spouse, Gladys Olebile Masire]
Generated description
Gladys Olebile Masire was a prominent Botswanan public figure and educator, best known as the longtime First Lady of Botswana and an advocate for social development and education.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gladys Olebile Masire
Target entity description: Gladys Olebile Masire was a prominent Botswanan public figure and educator, best known as the longtime First Lady of Botswana and an advocate for social development and education.
  • A. Ruth Segomotsi Mompati
    Ruth Segomotsi Mompati was a prominent South African anti-apartheid activist, politician, and diplomat who played a key role in the African National Congress and the struggle for liberation.
  • B. Edelgard Nkobi
    Edelgard Nkobi was the wife of South African anti-apartheid activist Denis Goldberg and a fellow supporter of the struggle against apartheid.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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_69d85a0f08408190b3c3259ae35d79d2 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e0084b97908190b3bf7ea7bd75bdc0 completed April 15, 2026, 9:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69fee5f7bd2081909c003deb3a692f18 completed May 9, 2026, 7:44 a.m.
NEDg Description generation batch_69fee8a977a48190940f0ed1aedea955 completed May 9, 2026, 7:56 a.m.
NED2 Entity disambiguation (via description) batch_69fee9fd19708190afe3ec4c4eacfe66 completed May 9, 2026, 8:02 a.m.
Created at: April 10, 2026, 3:13 a.m.