Triple
T4593790
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Secretary General of the East African Community |
E103559
|
entity |
| Predicate | positionHeldBy |
P8
|
FINISHED |
| Object |
Peter Mathuki
Peter Mathuki is a Kenyan diplomat and regional integration expert who serves as the Secretary General of the East African Community, overseeing the bloc’s policies and coordination among member states.
|
E455528
|
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: Peter Mathuki | Statement: [Secretary General of the East African Community, positionHeldBy, Peter Mathuki]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Peter Mathuki Context triple: [Secretary General of the East African Community, positionHeldBy, Peter Mathuki]
-
A.
Andrew Mlangeni
Andrew Mlangeni was a South African anti-apartheid activist and African National Congress leader who was imprisoned alongside Nelson Mandela following the Rivonia Trial and later became a prominent post-apartheid politician.
-
B.
Tony Kgoroge
Tony Kgoroge is a South African actor known for his roles in prominent films and television series, particularly those depicting South African history and social issues.
-
C.
Terry Pheto
Terry Pheto is a South African actress best known internationally for her roles in films such as "Tsotsi" and "Mandela: Long Walk to Freedom."
-
D.
Cecil Nyoni
Cecil Nyoni is a Zimbabwean-born professional footballer who has played as a midfielder for various lower-league clubs in England.
-
E.
Luke Malaba
Luke Malaba is a Zimbabwean jurist who has served as the Chief Justice of Zimbabwe.
- 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: Peter Mathuki Triple: [Secretary General of the East African Community, positionHeldBy, Peter Mathuki]
Generated description
Peter Mathuki is a Kenyan diplomat and regional integration expert who serves as the Secretary General of the East African Community, overseeing the bloc’s policies and coordination among member states.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Peter Mathuki Target entity description: Peter Mathuki is a Kenyan diplomat and regional integration expert who serves as the Secretary General of the East African Community, overseeing the bloc’s policies and coordination among member states.
-
A.
Andrew Mlangeni
Andrew Mlangeni was a South African anti-apartheid activist and African National Congress leader who was imprisoned alongside Nelson Mandela following the Rivonia Trial and later became a prominent post-apartheid politician.
-
B.
Tony Kgoroge
Tony Kgoroge is a South African actor known for his roles in prominent films and television series, particularly those depicting South African history and social issues.
-
C.
Terry Pheto
Terry Pheto is a South African actress best known internationally for her roles in films such as "Tsotsi" and "Mandela: Long Walk to Freedom."
-
D.
Cecil Nyoni
Cecil Nyoni is a Zimbabwean-born professional footballer who has played as a midfielder for various lower-league clubs in England.
-
E.
Luke Malaba
Luke Malaba is a Zimbabwean jurist who has served as the Chief Justice of Zimbabwe.
- 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_69bde0d7fce08190ac1e81b789a8242a |
completed | March 21, 2026, 12:05 a.m. |
| NEDg | Description generation | batch_69bdf01ae4848190a1db1801a35aa687 |
completed | March 21, 2026, 1:10 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69bdf06f79488190812e7c55d2456d51 |
completed | March 21, 2026, 1:12 a.m. |
Created at: March 20, 2026, 1:11 p.m.