Triple
T4593809
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Secretary General of the East African Community |
E103559
|
entity |
| Predicate | inauguralHolder |
P5161
|
FINISHED |
| Object |
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.
|
E462221
|
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: Francis Muthaura | Statement: [Secretary General of the East African Community, inauguralHolder, Francis Muthaura]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Francis Muthaura Context triple: [Secretary General of the East African Community, inauguralHolder, Francis Muthaura]
-
A.
Moses Wetang'ula
Moses Wetang'ula is a Kenyan politician and lawyer who has held several senior government positions, including leadership roles in parliament and key ministries.
-
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.
Mwai Kibaki
Mwai Kibaki was a Kenyan economist and politician who served as the third President of Kenya from 2002 to 2013.
-
D.
Kennedy Otieno
Kennedy Otieno is a former Kenyan international cricketer, best known as a top-order batsman and wicket-keeper who represented Kenya in multiple Cricket World Cups.
-
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: Francis Muthaura Triple: [Secretary General of the East African Community, inauguralHolder, Francis Muthaura]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Francis Muthaura Target entity description: 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.
-
A.
Moses Wetang'ula
Moses Wetang'ula is a Kenyan politician and lawyer who has held several senior government positions, including leadership roles in parliament and key ministries.
-
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.
Mwai Kibaki
Mwai Kibaki was a Kenyan economist and politician who served as the third President of Kenya from 2002 to 2013.
-
D.
Kennedy Otieno
Kennedy Otieno is a former Kenyan international cricketer, best known as a top-order batsman and wicket-keeper who represented Kenya in multiple Cricket World Cups.
-
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_69bd43dccaf08190aa89e9991a289719 |
completed | March 20, 2026, 12:55 p.m. |
| NER | Named-entity recognition | batch_69bd593e115081909b11149e02fe4ef3 |
completed | March 20, 2026, 2:27 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be0345e4688190abfbb55d60339e83 |
completed | March 21, 2026, 2:32 a.m. |
| NEDg | Description generation | batch_69be05269de48190849a76b5fbd24b4a |
completed | March 21, 2026, 2:40 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be05d277248190bf675151eca07247 |
completed | March 21, 2026, 2:43 a.m. |
Created at: March 20, 2026, 1:11 p.m.