Triple

T12764058
Position Surface form Disambiguated ID Type / Status
Subject Emergency Manager of Flint E305072 entity
Predicate partOf P40 FINISHED
Object Michigan emergency manager system
The Michigan emergency manager system is a state framework that allows appointed officials to assume broad control over financially distressed local governments, often superseding elected authorities to implement cost-cutting and restructuring measures.
E1003261 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: Michigan emergency manager system | Statement: [Emergency Manager of Flint, partOf, Michigan emergency manager system]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Michigan emergency manager system
Context triple: [Emergency Manager of Flint, partOf, Michigan emergency manager system]
  • A. United States emergency management system
    The United States emergency management system is the nationwide framework of agencies, policies, and procedures responsible for preparing for, responding to, and recovering from natural disasters, technological incidents, and national security emergencies.
  • B. Michigan Court System
    The Michigan Court System is the statewide judicial branch responsible for interpreting and applying Michigan law through a hierarchy of trial and appellate courts.
  • C. Wisconsin Emergency Management
    Wisconsin Emergency Management is the state agency responsible for coordinating preparedness, response, recovery, and mitigation efforts for emergencies and disasters in Wisconsin.
  • D. E.D. Mich.
    E.D. Mich. is the standard legal abbreviation for the United States District Court for the Eastern District of Michigan, a federal trial court within the U.S. judiciary.
  • E. Kalamazoo County criminal justice system
    The Kalamazoo County criminal justice system is the network of local law enforcement agencies, courts, correctional facilities, and related services responsible for enforcing laws, adjudicating cases, and managing offenders in Kalamazoo County, Michigan.
  • 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: Michigan emergency manager system
Triple: [Emergency Manager of Flint, partOf, Michigan emergency manager system]
Generated description
The Michigan emergency manager system is a state framework that allows appointed officials to assume broad control over financially distressed local governments, often superseding elected authorities to implement cost-cutting and restructuring measures.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Michigan emergency manager system
Target entity description: The Michigan emergency manager system is a state framework that allows appointed officials to assume broad control over financially distressed local governments, often superseding elected authorities to implement cost-cutting and restructuring measures.
  • A. United States emergency management system
    The United States emergency management system is the nationwide framework of agencies, policies, and procedures responsible for preparing for, responding to, and recovering from natural disasters, technological incidents, and national security emergencies.
  • B. Michigan Court System
    The Michigan Court System is the statewide judicial branch responsible for interpreting and applying Michigan law through a hierarchy of trial and appellate courts.
  • C. Wisconsin Emergency Management
    Wisconsin Emergency Management is the state agency responsible for coordinating preparedness, response, recovery, and mitigation efforts for emergencies and disasters in Wisconsin.
  • D. E.D. Mich.
    E.D. Mich. is the standard legal abbreviation for the United States District Court for the Eastern District of Michigan, a federal trial court within the U.S. judiciary.
  • E. Kalamazoo County criminal justice system
    The Kalamazoo County criminal justice system is the network of local law enforcement agencies, courts, correctional facilities, and related services responsible for enforcing laws, adjudicating cases, and managing offenders in Kalamazoo County, Michigan.
  • 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_69d7bdf1fcd081909ffb0e0d6fa3a07d completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d96d8f9f588190bffdea878856204b completed April 10, 2026, 9:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69f684f298f881908ad77f2d0ab588a8 completed May 2, 2026, 11:12 p.m.
NEDg Description generation batch_69f685dc63f48190bb68f9859e99e3b4 completed May 2, 2026, 11:16 p.m.
NED2 Entity disambiguation (via description) batch_69f68a92226881909600555332c2c370 completed May 2, 2026, 11:36 p.m.
Created at: April 9, 2026, 5:28 p.m.