Triple
T16339624
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chama Cha Mapinduzi |
E396762
|
entity |
| Predicate | hasLeader |
P981
|
FINISHED |
| Object |
John Magufuli
John Magufuli was the fifth President of Tanzania, known for his populist leadership style, anti-corruption stance, and controversial approach to governance and civil liberties.
|
E1207295
|
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: John Magufuli | Statement: [Chama Cha Mapinduzi, hasLeader, John Magufuli]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: John Magufuli Context triple: [Chama Cha Mapinduzi, hasLeader, John Magufuli]
-
A.
Uhuru Kenyatta
Uhuru Kenyatta is a Kenyan politician who served as the fourth President of Kenya from 2013 to 2022.
-
B.
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.
-
C.
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.
-
D.
Nick Ruto
Nick Ruto is a Kenyan lawyer and public figure best known as the son of Kenyan President William Ruto.
-
E.
Mwai Kibaki
Mwai Kibaki was a Kenyan economist and politician who served as the third President of Kenya from 2002 to 2013.
- 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: John Magufuli Triple: [Chama Cha Mapinduzi, hasLeader, John Magufuli]
Generated description
John Magufuli was the fifth President of Tanzania, known for his populist leadership style, anti-corruption stance, and controversial approach to governance and civil liberties.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: John Magufuli Target entity description: John Magufuli was the fifth President of Tanzania, known for his populist leadership style, anti-corruption stance, and controversial approach to governance and civil liberties.
-
A.
Uhuru Kenyatta
Uhuru Kenyatta is a Kenyan politician who served as the fourth President of Kenya from 2013 to 2022.
-
B.
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.
-
C.
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.
-
D.
Nick Ruto
Nick Ruto is a Kenyan lawyer and public figure best known as the son of Kenyan President William Ruto.
-
E.
Mwai Kibaki
Mwai Kibaki was a Kenyan economist and politician who served as the third President of Kenya from 2002 to 2013.
- 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_69d87f26864c819088365ca381a003c2 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e2da08fbc88190a31127d10ca633d6 |
completed | April 18, 2026, 1:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00261b31c08190908a72bff20871be |
completed | May 10, 2026, 6:30 a.m. |
| NEDg | Description generation | batch_6a0028275f008190abd10f186bdf9fd2 |
completed | May 10, 2026, 6:39 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0028e71de88190b48e33f2116e78dc |
completed | May 10, 2026, 6:42 a.m. |
Created at: April 10, 2026, 5:07 a.m.