Triple
T10021839
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nyayo era of President Daniel arap Moi |
E200626
|
entity |
| Predicate | precedes |
P97
|
FINISHED |
| Object |
presidency of Mwai Kibaki
The presidency of Mwai Kibaki was the period in Kenya’s history marked by a shift toward multi-party democracy, economic liberalization, and major infrastructure expansion following Daniel arap Moi’s long rule.
|
E203062
|
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: presidency of Mwai Kibaki | Statement: [Nyayo era of President Daniel arap Moi, precedes, presidency of Mwai Kibaki]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: presidency of Mwai Kibaki Context triple: [Nyayo era of President Daniel arap Moi, precedes, presidency of Mwai Kibaki]
-
A.
Nyayo era of President Daniel arap Moi
The Nyayo era of President Daniel arap Moi refers to the period of his rule in Kenya characterized by one-party dominance, strong centralized authority, and the political philosophy of “following in the footsteps” of his predecessor Jomo Kenyatta.
-
B.
Mwai Kibaki
Mwai Kibaki was a Kenyan economist and politician who served as the third President of Kenya from 2002 to 2013.
-
C.
Uhuru Kenyatta
Uhuru Kenyatta is a Kenyan politician who served as the fourth President of Kenya from 2013 to 2022.
-
D.
Lucy Kibaki
Lucy Kibaki was the former First Lady of Kenya, known for her outspoken personality and her role as the wife of President Mwai Kibaki.
-
E.
2017 Kenyan presidential election
The 2017 Kenyan presidential election was a highly contested national vote marked by a historic Supreme Court annulment of the initial results and a subsequent repeat election amid political tension and opposition boycotts.
- 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: presidency of Mwai Kibaki Triple: [Nyayo era of President Daniel arap Moi, precedes, presidency of Mwai Kibaki]
Generated description
The presidency of Mwai Kibaki was the period in Kenya’s history marked by a shift toward multi-party democracy, economic liberalization, and major infrastructure expansion following Daniel arap Moi’s long rule.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: presidency of Mwai Kibaki Target entity description: The presidency of Mwai Kibaki was the period in Kenya’s history marked by a shift toward multi-party democracy, economic liberalization, and major infrastructure expansion following Daniel arap Moi’s long rule.
-
A.
Nyayo era of President Daniel arap Moi
The Nyayo era of President Daniel arap Moi refers to the period of his rule in Kenya characterized by one-party dominance, strong centralized authority, and the political philosophy of “following in the footsteps” of his predecessor Jomo Kenyatta.
-
B.
Mwai Kibaki
chosen
Mwai Kibaki was a Kenyan economist and politician who served as the third President of Kenya from 2002 to 2013.
-
C.
Uhuru Kenyatta
Uhuru Kenyatta is a Kenyan politician who served as the fourth President of Kenya from 2013 to 2022.
-
D.
Lucy Kibaki
Lucy Kibaki was the former First Lady of Kenya, known for her outspoken personality and her role as the wife of President Mwai Kibaki.
-
E.
2017 Kenyan presidential election
The 2017 Kenyan presidential election was a highly contested national vote marked by a historic Supreme Court annulment of the initial results and a subsequent repeat election amid political tension and opposition boycotts.
- F. None of above.
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_69ca831c45f08190ac1505cc15076608 |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cdcd79485881909df562bfff36ccf4 |
completed | April 2, 2026, 1:59 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d26ab241848190a97dea745f6d2324 |
completed | April 5, 2026, 1:59 p.m. |
| NEDg | Description generation | batch_69d26b84271881909c3a1b8a05e2c8a2 |
completed | April 5, 2026, 2:02 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d26f50dc008190866f0ba45b671560 |
completed | April 5, 2026, 2:18 p.m. |
Created at: March 30, 2026, 8:53 p.m.