Triple

T13363355
Position Surface form Disambiguated ID Type / Status
Subject Narok County Government E318873 entity
Predicate followsLegalFramework P3013 FINISHED
Object Public Finance Management Act of Kenya E894074 NE FINISHED

How this triple was built (2 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: Public Finance Management Act of Kenya | Statement: [Narok County Government, followsLegalFramework, Public Finance Management Act of Kenya]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Public Finance Management Act of Kenya
Context triple: [Narok County Government, followsLegalFramework, Public Finance Management Act of Kenya]
  • A. Public Finance Management Act of Kenya chosen
    The Public Finance Management Act of Kenya is a key law that governs how public funds are raised, managed, and accounted for across national and county governments, defining the roles and responsibilities of financial authorities including the National Treasury.
  • B. Finance Act of Kenya
    The Finance Act of Kenya is an annual law that outlines the government's tax measures, revenue-raising provisions, and related financial policies for a given fiscal year.
  • C. County Allocation of Revenue Act of Kenya
    The County Allocation of Revenue Act of Kenya is a key law that governs how nationally collected revenue is shared and distributed among Kenya’s county governments each financial year.
  • D. Division of Revenue Act of Kenya
    The Division of Revenue Act of Kenya is a key law that allocates nationally raised revenue between the national government and county governments, shaping the country’s system of intergovernmental fiscal relations.
  • E. national fiscal framework of Kenya
    The national fiscal framework of Kenya is the overarching system of policies, laws, and procedures that guide the country’s budgeting, revenue collection, public spending, and debt management.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69d806b7bbac8190b85278c87fa7aff3 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69da628affd081909f1790d333f0eef4 completed April 11, 2026, 3:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69f7267c99788190b158b1d9f57ceba2 completed May 3, 2026, 10:42 a.m.
Created at: April 9, 2026, 9:32 p.m.