Triple
T13374765
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | William Ruto |
E319155
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Rachel Ruto
Rachel Ruto is the First Lady of Kenya and a prominent advocate for women's empowerment, financial inclusion, and community development initiatives.
|
E1042094
|
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: Rachel Ruto | Statement: [William Ruto, spouse, Rachel Ruto]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Rachel Ruto Context triple: [William Ruto, spouse, Rachel Ruto]
-
A.
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.
-
B.
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.
-
C.
Pamela Odede Mboya
Pamela Odede Mboya was a prominent Kenyan public figure and humanitarian known for her advocacy in social and community development, as well as her role in the political legacy of her late husband, Tom Mboya.
-
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.
Martha Karua
Martha Karua is a prominent Kenyan lawyer, politician, and former Minister of Justice known for her advocacy for constitutional reform, human rights, and good governance.
- 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: Rachel Ruto Triple: [William Ruto, spouse, Rachel Ruto]
Generated description
Rachel Ruto is the First Lady of Kenya and a prominent advocate for women's empowerment, financial inclusion, and community development initiatives.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Rachel Ruto Target entity description: Rachel Ruto is the First Lady of Kenya and a prominent advocate for women's empowerment, financial inclusion, and community development initiatives.
-
A.
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.
-
B.
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.
-
C.
Pamela Odede Mboya
Pamela Odede Mboya was a prominent Kenyan public figure and humanitarian known for her advocacy in social and community development, as well as her role in the political legacy of her late husband, Tom Mboya.
-
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.
Martha Karua
Martha Karua is a prominent Kenyan lawyer, politician, and former Minister of Justice known for her advocacy for constitutional reform, human rights, and good governance.
- 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_69d806b886bc8190b676e7768b8e01c5 |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69dadcda64a48190b53243a763cd175b |
completed | April 11, 2026, 11:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7461814dc8190aaaefc648da75246 |
completed | May 3, 2026, 12:56 p.m. |
| NEDg | Description generation | batch_69f74c036f708190892c2f8d07ca1971 |
completed | May 3, 2026, 1:22 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f74c616a788190804ae648001f58b8 |
completed | May 3, 2026, 1:23 p.m. |
Created at: April 9, 2026, 9:33 p.m.