Triple

T10924719
Position Surface form Disambiguated ID Type / Status
Subject national fiscal framework of Kenya E258035 entity
Predicate guidedBy P12723 FINISHED
Object 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.
E894079 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: Kenya Vision 2030 | Statement: [national fiscal framework of Kenya, guidedBy, Kenya Vision 2030]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kenya Vision 2030
Context triple: [national fiscal framework of Kenya, guidedBy, Kenya Vision 2030]
  • A. Agenda 2063
    Agenda 2063 is the African Union’s long-term strategic framework for transforming Africa into a prosperous, integrated, and peaceful continent by the year 2063.
  • B. Nyeri, Kenya
    Nyeri, Kenya is a town in central Kenya near the Aberdare Range, known for its colonial-era history, agricultural economy, and as the final resting place of Scouting founder Robert Baden-Powell.
  • C. Kenya
    Kenya is an East African country known for its diverse wildlife, scenic landscapes from savannas to highlands, and a coastline along the Indian Ocean.
  • D. Presidential Standard of Kenya
    The Presidential Standard of Kenya is the unique flag used exclusively to represent the sitting President of Kenya, typically flown at official residences, on vehicles, and at state functions.
  • E. shilingi ya Kenya
    Shilingi ya Kenya is the official currency of Kenya, issued by the Central Bank of Kenya and used for everyday transactions throughout the country.
  • 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: Kenya Vision 2030
Triple: [national fiscal framework of Kenya, guidedBy, Kenya Vision 2030]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kenya Vision 2030
Target entity description: 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.
  • A. Agenda 2063
    Agenda 2063 is the African Union’s long-term strategic framework for transforming Africa into a prosperous, integrated, and peaceful continent by the year 2063.
  • B. Nyeri, Kenya
    Nyeri, Kenya is a town in central Kenya near the Aberdare Range, known for its colonial-era history, agricultural economy, and as the final resting place of Scouting founder Robert Baden-Powell.
  • C. Kenya
    Kenya is an East African country known for its diverse wildlife, scenic landscapes from savannas to highlands, and a coastline along the Indian Ocean.
  • D. Presidential Standard of Kenya
    The Presidential Standard of Kenya is the unique flag used exclusively to represent the sitting President of Kenya, typically flown at official residences, on vehicles, and at state functions.
  • E. shilingi ya Kenya
    Shilingi ya Kenya is the official currency of Kenya, issued by the Central Bank of Kenya and used for everyday transactions throughout the country.
  • 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_69d6aa864ed88190818280ab6791d065 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d7708f7ab48190b60a4bb8fdb17c8e completed April 9, 2026, 9:25 a.m.
NED1 Entity disambiguation (via context triple) batch_69e217369b648190914c58db6f6e0200 completed April 17, 2026, 11:19 a.m.
NEDg Description generation batch_69e21d8a2e6881909b33cbe4ab919315 completed April 17, 2026, 11:46 a.m.
NED2 Entity disambiguation (via description) batch_69e21eaa1e9881909f3b276e0ff0c511 completed April 17, 2026, 11:51 a.m.
Created at: April 8, 2026, 9:22 p.m.