Triple
T8576631
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mwai Kibaki |
E203062
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Lucy Kibaki
Lucy Kibaki was the former First Lady of Kenya, known for her outspoken personality and her role as the wife of President Mwai Kibaki.
|
E748354
|
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: Lucy Kibaki | Statement: [Mwai Kibaki, spouse, Lucy Kibaki]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lucy Kibaki Context triple: [Mwai Kibaki, spouse, Lucy Kibaki]
-
A.
Ngina Kenyatta
Ngina Kenyatta is a former First Lady of Kenya and influential Kenyan public figure, best known as the widow of founding president Jomo Kenyatta and matriarch of the Kenyatta family.
-
B.
Mwai Kibaki
Mwai Kibaki was a Kenyan economist and politician who served as the third President of Kenya from 2002 to 2013.
-
C.
William Ruto
William Ruto is a Kenyan politician who serves as the country’s president and has long been a prominent figure in its national politics.
-
D.
Francis Muthaura
Francis Muthaura is a Kenyan diplomat and civil servant who became a prominent regional figure through his leadership roles in East African and national government institutions.
-
E.
Uhuru Kenyatta
Uhuru Kenyatta is a Kenyan politician who served as the fourth President of Kenya from 2013 to 2022.
- 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: Lucy Kibaki Triple: [Mwai Kibaki, spouse, Lucy Kibaki]
Generated description
Lucy Kibaki was the former First Lady of Kenya, known for her outspoken personality and her role as the wife of President Mwai Kibaki.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lucy Kibaki Target entity description: Lucy Kibaki was the former First Lady of Kenya, known for her outspoken personality and her role as the wife of President Mwai Kibaki.
-
A.
Ngina Kenyatta
Ngina Kenyatta is a former First Lady of Kenya and influential Kenyan public figure, best known as the widow of founding president Jomo Kenyatta and matriarch of the Kenyatta family.
-
B.
Mwai Kibaki
Mwai Kibaki was a Kenyan economist and politician who served as the third President of Kenya from 2002 to 2013.
-
C.
William Ruto
William Ruto is a Kenyan politician who serves as the country’s president and has long been a prominent figure in its national politics.
-
D.
Francis Muthaura
Francis Muthaura is a Kenyan diplomat and civil servant who became a prominent regional figure through his leadership roles in East African and national government institutions.
-
E.
Uhuru Kenyatta
Uhuru Kenyatta is a Kenyan politician who served as the fourth President of Kenya from 2013 to 2022.
- 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_69ca8328ebe481909a8c038fa79959b4 |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cbea97787481909ebbaa45f59cbdaa |
completed | March 31, 2026, 3:39 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cecc72d8c08190b5e063e6de2bbdd2 |
completed | April 2, 2026, 8:07 p.m. |
| NEDg | Description generation | batch_69cece14193081909e7b36f5b5b7da40 |
completed | April 2, 2026, 8:14 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cecee1db28819095f704b96b8c6d2a |
completed | April 2, 2026, 8:17 p.m. |
Created at: March 30, 2026, 6:21 p.m.