Triple

T19318380
Position Surface form Disambiguated ID Type / Status
Subject Cincinnati Charter reform movement E483156 entity
Predicate instanceOf P0 FINISHED
Object municipal reform movement C21172 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: municipal reform movement
Context triple: [Cincinnati Charter reform movement, instanceOf, municipal reform movement]
  • A. local government reform chosen
    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.
  • B. 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.
  • C. housing reform movement
    The housing reform movement is a social and political effort aimed at improving living conditions, affordability, and access to safe, adequate housing through changes in laws, policies, and urban planning practices.
  • D. political reform process
    The political reform process is the sequence of activities through which political institutions, laws, and practices are evaluated, negotiated, and altered to address societal demands and improve governance.
  • E. political reform
    Political reform is the deliberate process of changing laws, institutions, or governance practices to improve political fairness, accountability, and effectiveness within a society.
  • 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_69d8e8d13e3c81909d91d1d5ec37c095 completed April 10, 2026, 12:10 p.m.
Created at: April 10, 2026, 1:32 p.m.