Triple
T18811710
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Levy Mwanawasa |
E460030
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Maureen Mwanawasa
Maureen Mwanawasa is a Zambian lawyer and former First Lady of Zambia known for her advocacy on health, women's rights, and social welfare issues.
|
E1344238
|
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: Maureen Mwanawasa | Statement: [Levy Mwanawasa, spouse, Maureen Mwanawasa]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Maureen Mwanawasa Context triple: [Levy Mwanawasa, spouse, Maureen Mwanawasa]
-
A.
Lily Banda
Lily Banda is a Malawian actress and artist best known for her role in the film "The Boy Who Harnessed the Wind."
-
B.
Joyce Banda
Joyce Banda is a Malawian politician who served as the country’s first female president from 2012 to 2014 and is known for her advocacy on women’s rights and good governance.
-
C.
Linda Banda
Linda Banda is an alternative name for the Banda-Linda language, a Central Sudanic language spoken in parts of Central Africa.
-
D.
Edelgard Nkobi
Edelgard Nkobi was the wife of South African anti-apartheid activist Denis Goldberg and a fellow supporter of the struggle against apartheid.
-
E.
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.
- 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: Maureen Mwanawasa Triple: [Levy Mwanawasa, spouse, Maureen Mwanawasa]
Generated description
Maureen Mwanawasa is a Zambian lawyer and former First Lady of Zambia known for her advocacy on health, women's rights, and social welfare issues.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Maureen Mwanawasa Target entity description: Maureen Mwanawasa is a Zambian lawyer and former First Lady of Zambia known for her advocacy on health, women's rights, and social welfare issues.
-
A.
Lily Banda
Lily Banda is a Malawian actress and artist best known for her role in the film "The Boy Who Harnessed the Wind."
-
B.
Joyce Banda
Joyce Banda is a Malawian politician who served as the country’s first female president from 2012 to 2014 and is known for her advocacy on women’s rights and good governance.
-
C.
Linda Banda
Linda Banda is an alternative name for the Banda-Linda language, a Central Sudanic language spoken in parts of Central Africa.
-
D.
Edelgard Nkobi
Edelgard Nkobi was the wife of South African anti-apartheid activist Denis Goldberg and a fellow supporter of the struggle against apartheid.
-
E.
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.
- 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_69d8d398c7d4819091cb2f7e48948aeb |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e5a3dc01248190ab1c8943d180ca05 |
completed | April 20, 2026, 3:56 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a055bc3e9288190aae8377b0916c6f3 |
completed | May 14, 2026, 5:21 a.m. |
| NEDg | Description generation | batch_6a055f29b0ec8190ab40d9ecd896cd0d |
completed | May 14, 2026, 5:35 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a055ffb2d408190a111e58759c4756e |
completed | May 14, 2026, 5:39 a.m. |
Created at: April 10, 2026, 11:53 a.m.