Triple

T11558200
Position Surface form Disambiguated ID Type / Status
Subject United Nations management reform of 2017–2018 E274067 entity
Predicate instanceOf P0 FINISHED
Object public sector management reform C26052 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 sector management reform
Context triple: [United Nations management reform of 2017–2018, instanceOf, public sector management reform]
  • A. organizational reform chosen
    Organizational reform is the deliberate process of redesigning an organization’s structures, processes, and cultures to improve effectiveness, adapt to changing environments, and better achieve strategic goals.
  • B. public administration
    Public administration is the field and practice of implementing government policies, managing public programs, and coordinating resources and personnel to serve the public interest and promote effective governance.
  • C. centralization reform
    Centralization reform is a process of restructuring governance or organizational systems to concentrate decision-making authority, resources, and control within a central body or leadership.
  • D. policy reform
    Policy reform is the process of systematically changing existing laws, regulations, or institutional rules to better address societal needs, correct shortcomings, or achieve new public goals.
  • E. local government reform
    Local government reform is the process of restructuring and improving local administrative, political, and fiscal systems to enhance efficiency, accountability, and responsiveness to community needs.
  • 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_69d6aae4dfa48190a3ab0b19a159a3c5 completed April 8, 2026, 7:22 p.m.
Created at: April 8, 2026, 9:37 p.m.