Triple
T21012493
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Secretary-General of the United Nations Conference on Trade and Development |
E517584
|
entity |
| Predicate | positionHeldBy |
P8
|
FINISHED |
| Object |
Mukhisa Kituyi
Mukhisa Kituyi is a Kenyan politician and economist who served as Secretary-General of the United Nations Conference on Trade and Development (UNCTAD) and was previously Kenya’s Minister of Trade and Industry.
|
E1462796
|
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: Mukhisa Kituyi | Statement: [Secretary-General of the United Nations Conference on Trade and Development, positionHeldBy, Mukhisa Kituyi]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mukhisa Kituyi Context triple: [Secretary-General of the United Nations Conference on Trade and Development, positionHeldBy, Mukhisa Kituyi]
-
A.
Willy Mutunga
Willy Mutunga is a Kenyan lawyer, reform activist, and former Chief Justice who played a key role in implementing Kenya’s 2010 constitution and judicial reforms.
-
B.
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.
-
C.
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.
-
D.
Mbiyu Koinange
Mbiyu Koinange was a prominent Kenyan nationalist politician and close ally of Jomo Kenyatta who played a key role in the country’s struggle for independence and early postcolonial governance.
-
E.
Muhammad Kibirige Mayanja
Muhammad Kibirige Mayanja is a Ugandan politician and lawyer who was a prominent opposition presidential candidate in the 1990s.
- 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: Mukhisa Kituyi Triple: [Secretary-General of the United Nations Conference on Trade and Development, positionHeldBy, Mukhisa Kituyi]
Generated description
Mukhisa Kituyi is a Kenyan politician and economist who served as Secretary-General of the United Nations Conference on Trade and Development (UNCTAD) and was previously Kenya’s Minister of Trade and Industry.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mukhisa Kituyi Target entity description: Mukhisa Kituyi is a Kenyan politician and economist who served as Secretary-General of the United Nations Conference on Trade and Development (UNCTAD) and was previously Kenya’s Minister of Trade and Industry.
-
A.
Willy Mutunga
Willy Mutunga is a Kenyan lawyer, reform activist, and former Chief Justice who played a key role in implementing Kenya’s 2010 constitution and judicial reforms.
-
B.
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.
-
C.
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.
-
D.
Mbiyu Koinange
Mbiyu Koinange was a prominent Kenyan nationalist politician and close ally of Jomo Kenyatta who played a key role in the country’s struggle for independence and early postcolonial governance.
-
E.
Muhammad Kibirige Mayanja
Muhammad Kibirige Mayanja is a Ugandan politician and lawyer who was a prominent opposition presidential candidate in the 1990s.
- 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_69e0b50192308190a284fcc89dd23a49 |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e6fc40f91c81908c9b6d99869de7aa |
completed | April 21, 2026, 4:25 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a093b60b94081909bea5b8b0cf81447 |
completed | May 17, 2026, 3:52 a.m. |
| NEDg | Description generation | batch_6a093d500adc8190ba08e8a6c1674563 |
completed | May 17, 2026, 4 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a093e445e748190a20721d0718c71bc |
completed | May 17, 2026, 4:04 a.m. |
Created at: April 16, 2026, 1:53 p.m.