Triple
T9606209
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Luo people of Kenya |
E231976
|
entity |
| Predicate | notableKenyanPolitician |
P53513
|
FINISHED |
| Object |
Robert Ouko
Robert Ouko was a prominent Kenyan politician and diplomat who served as Minister of Foreign Affairs before his high-profile and still controversial assassination in 1990.
|
E811273
|
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: Robert Ouko | Statement: [Luo people of Kenya, notableKenyanPolitician, Robert Ouko]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Robert Ouko Context triple: [Luo people of Kenya, notableKenyanPolitician, Robert Ouko]
-
A.
Collins Obuya
Collins Obuya is a Kenyan cricketer best known as a leg-spinning all-rounder who rose to prominence with standout performances in the 2003 Cricket World Cup.
-
B.
Thomas Odoyo
Thomas Odoyo is a former Kenyan all-rounder widely regarded as one of the country’s greatest cricketers, known for his seam bowling and middle-order batting in international competitions.
-
C.
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.
-
D.
Joseph Gikatilla
Joseph Gikatilla was a prominent 13th-century Spanish Kabbalist and author whose works, such as "Ginnat Egoz" and "Sha'arei Orah," systematized and popularized mystical interpretations of the Hebrew Bible and divine names.
-
E.
Charles Peter Mayiga
Charles Peter Mayiga is a Ugandan lawyer, cultural leader, and politician who serves as the prime minister (Katikkiro) of the Kingdom of Buganda.
- 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: Robert Ouko Triple: [Luo people of Kenya, notableKenyanPolitician, Robert Ouko]
Generated description
Robert Ouko was a prominent Kenyan politician and diplomat who served as Minister of Foreign Affairs before his high-profile and still controversial assassination in 1990.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Robert Ouko Target entity description: Robert Ouko was a prominent Kenyan politician and diplomat who served as Minister of Foreign Affairs before his high-profile and still controversial assassination in 1990.
-
A.
Collins Obuya
Collins Obuya is a Kenyan cricketer best known as a leg-spinning all-rounder who rose to prominence with standout performances in the 2003 Cricket World Cup.
-
B.
Thomas Odoyo
Thomas Odoyo is a former Kenyan all-rounder widely regarded as one of the country’s greatest cricketers, known for his seam bowling and middle-order batting in international competitions.
-
C.
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.
-
D.
Joseph Gikatilla
Joseph Gikatilla was a prominent 13th-century Spanish Kabbalist and author whose works, such as "Ginnat Egoz" and "Sha'arei Orah," systematized and popularized mystical interpretations of the Hebrew Bible and divine names.
-
E.
Charles Peter Mayiga
Charles Peter Mayiga is a Ugandan lawyer, cultural leader, and politician who serves as the prime minister (Katikkiro) of the Kingdom of Buganda.
- 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_69ca8485a90c819094fe40b42fde9d70 |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cd9a6006d48190adc03306533b9be6 |
completed | April 1, 2026, 10:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d18220a2308190aac7380c98f23965 |
completed | April 4, 2026, 9:26 p.m. |
| NEDg | Description generation | batch_69d182db3ef481908a7e588aa35a7a3f |
completed | April 4, 2026, 9:30 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d183481f488190ab63f0bde2d5c6fc |
completed | April 4, 2026, 9:31 p.m. |
Created at: March 30, 2026, 8:08 p.m.