Triple
T19254698
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Peter Anyang' Nyong'o |
E481483
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object | A Leap into the Future: A Vision for Kenya's Socio-political and Economic Transformation |
—
|
NE NERFINISHED |
How this triple was built (3 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: A Leap into the Future: A Vision for Kenya's Socio-political and Economic Transformation | Statement: [Peter Anyang' Nyong'o, notableWork, A Leap into the Future: A Vision for Kenya's Socio-political and Economic Transformation]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: A Leap into the Future: A Vision for Kenya's Socio-political and Economic Transformation Context triple: [Peter Anyang' Nyong'o, notableWork, A Leap into the Future: A Vision for Kenya's Socio-political and Economic Transformation]
-
A.
Nyayo era of Kenyan politics
The Nyayo era of Kenyan politics refers to the period of President Daniel arap Moi’s rule, marked by one-party dominance, centralized authority, and significant but often controversial political and economic developments in Kenya from the late 1970s to the early 2000s.
-
B.
Reforms in the Kenyan civil service
Reforms in the Kenyan civil service is a policy-focused work outlining strategies to modernize, streamline, and improve efficiency and accountability within Kenya’s public administration system.
-
C.
Kenya Vision 2030
Kenya Vision 2030 is Kenya’s long-term national development blueprint aimed at transforming the country into a newly industrializing, middle-income nation providing a high quality of life to all its citizens by the year 2030.
-
D.
African Governance Architecture
The African Governance Architecture is a continental framework established by the African Union to promote democracy, human rights, rule of law, and good governance across African states.
-
E.
Reforming the Unreformable: Lessons from Nigeria
"Reforming the Unreformable: Lessons from Nigeria" is a policy-focused book by economist and former Nigerian finance minister Ngozi Okonjo-Iweala that chronicles Nigeria’s economic reform efforts and draws broader lessons for governance and development.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: A Leap into the Future: A Vision for Kenya's Socio-political and Economic Transformation Target entity description: "A Leap into the Future: A Vision for Kenya's Socio-political and Economic Transformation" is a political and economic manifesto outlining a progressive roadmap for Kenya’s democratic governance, social justice, and sustainable development.
-
A.
Nyayo era of Kenyan politics
The Nyayo era of Kenyan politics refers to the period of President Daniel arap Moi’s rule, marked by one-party dominance, centralized authority, and significant but often controversial political and economic developments in Kenya from the late 1970s to the early 2000s.
-
B.
Reforms in the Kenyan civil service
Reforms in the Kenyan civil service is a policy-focused work outlining strategies to modernize, streamline, and improve efficiency and accountability within Kenya’s public administration system.
-
C.
Kenya Vision 2030
Kenya Vision 2030 is Kenya’s long-term national development blueprint aimed at transforming the country into a newly industrializing, middle-income nation providing a high quality of life to all its citizens by the year 2030.
-
D.
African Governance Architecture
The African Governance Architecture is a continental framework established by the African Union to promote democracy, human rights, rule of law, and good governance across African states.
-
E.
Reforming the Unreformable: Lessons from Nigeria
"Reforming the Unreformable: Lessons from Nigeria" is a policy-focused book by economist and former Nigerian finance minister Ngozi Okonjo-Iweala that chronicles Nigeria’s economic reform efforts and draws broader lessons for governance and development.
- F. None of above. chosen
Provenance (2 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_69d8e8cd9d1081908a181d02b88b59b8 |
completed | April 10, 2026, 12:10 p.m. |
| NER | Named-entity recognition | batch_69e5fb3459d08190a7c28ed3f8c82a97 |
completed | April 20, 2026, 10:08 a.m. |
Created at: April 10, 2026, 1:28 p.m.