Triple

T8001143
Position Surface form Disambiguated ID Type / Status
Subject Public Expenditure Survey system E186250 entity
Predicate instanceOf P0 FINISHED
Object public expenditure planning framework C3989 CONCEPT FINISHED

How this triple was built (1 step)

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.

CD Concept disambiguation gpt-5-mini-2025-08-07
Target class: public expenditure planning framework
Context triple: [Public Expenditure Survey system, instanceOf, public expenditure planning framework]
  • A. budgetary planning exercise
    A budgetary planning exercise is a structured activity in which individuals or organizations forecast income and expenses over a specific period to allocate resources, evaluate trade-offs, and ensure financial goals are achievable.
  • B. planning library
    A planning library is a reusable collection of algorithms, data structures, and tools that support the creation, evaluation, and optimization of plans or schedules within software applications.
  • C. economic accounting framework chosen
    An economic accounting framework is a structured system for systematically recording, organizing, and analyzing economic activities and flows within an entity or economy to support measurement, comparison, and decision-making.
  • D. monetary policy framework
    A monetary policy framework is the structured set of principles, rules, tools, and institutional arrangements that guide a central bank’s decisions to achieve macroeconomic objectives such as price stability, full employment, and financial stability.
  • E. local and regional planning framework
    A local and regional planning framework is a structured set of policies, processes, and tools that guide coordinated land use, infrastructure, and development decisions across municipalities and regions to achieve sustainable, equitable, and efficient growth.
  • F. None of above.

Provenance (1 batch)

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_69ca82aaaf24819084b94d18f699ba53 completed March 30, 2026, 2:03 p.m.
Created at: March 30, 2026, 5:17 p.m.