Triple
T10653302
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Denis Goldberg |
E251025
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Edelgard Nkobi
Edelgard Nkobi was the wife of South African anti-apartheid activist Denis Goldberg and a fellow supporter of the struggle against apartheid.
|
E879991
|
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: Edelgard Nkobi | Statement: [Denis Goldberg, spouse, Edelgard Nkobi]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Edelgard Nkobi Context triple: [Denis Goldberg, spouse, Edelgard Nkobi]
-
A.
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.
-
B.
Lily Banda
Lily Banda is a Malawian actress and artist best known for her role in the film "The Boy Who Harnessed the Wind."
-
C.
Elizabeth Macheka
Elizabeth Macheka is a Zimbabwean public figure best known as the wife of the late opposition leader and former Prime Minister Morgan Tsvangirai.
-
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.
Maria Nyerere
Maria Nyerere is the widow of Tanzania’s founding president Julius Nyerere and a prominent Tanzanian public figure known for her role in national and social affairs.
- 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: Edelgard Nkobi Triple: [Denis Goldberg, spouse, Edelgard Nkobi]
Generated description
Edelgard Nkobi was the wife of South African anti-apartheid activist Denis Goldberg and a fellow supporter of the struggle against apartheid.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Edelgard Nkobi Target entity description: Edelgard Nkobi was the wife of South African anti-apartheid activist Denis Goldberg and a fellow supporter of the struggle against apartheid.
-
A.
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.
-
B.
Lily Banda
Lily Banda is a Malawian actress and artist best known for her role in the film "The Boy Who Harnessed the Wind."
-
C.
Elizabeth Macheka
Elizabeth Macheka is a Zimbabwean public figure best known as the wife of the late opposition leader and former Prime Minister Morgan Tsvangirai.
-
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.
Maria Nyerere
Maria Nyerere is the widow of Tanzania’s founding president Julius Nyerere and a prominent Tanzanian public figure known for her role in national and social affairs.
- 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_69d6aa5a4c4881908f39be6efe5981e5 |
completed | April 8, 2026, 7:19 p.m. |
| NER | Named-entity recognition | batch_69d6dff85674819099bf40c9f4fede15 |
completed | April 8, 2026, 11:08 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d998af75588190bb9bb749460c5766 |
completed | April 11, 2026, 12:41 a.m. |
| NEDg | Description generation | batch_69d99e8312188190bec3090f34a7b9b9 |
completed | April 11, 2026, 1:06 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d99f50e0888190b8e7b2547e1526af |
completed | April 11, 2026, 1:09 a.m. |
Created at: April 8, 2026, 9:06 p.m.