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.