Triple

T12764474
Position Surface form Disambiguated ID Type / Status
Subject Mayor of Flint, Michigan E305081 entity
Predicate positionHeldInOrganization P8 FINISHED
Object Government of the City of Flint
The Government of the City of Flint is the municipal authority responsible for administering public services, local policies, and governance for Flint, Michigan.
E1005407 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: Government of the City of Flint | Statement: [Mayor of Flint, Michigan, positionHeldInOrganization, Government of the City of Flint]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Government of the City of Flint
Context triple: [Mayor of Flint, Michigan, positionHeldInOrganization, Government of the City of Flint]
  • A. Flint City Council
    Flint City Council is the elected legislative body responsible for creating local laws, setting policies, and overseeing municipal governance in the city of Flint, Michigan.
  • B. Flint public works department
    The Flint public works department is the municipal agency responsible for maintaining and managing the city of Flint, Michigan’s infrastructure and public services, including water, roads, and sanitation.
  • C. Government of Detroit
    The Government of Detroit is the municipal authority responsible for administering public services, local laws, and policy decisions for the city of Detroit, Michigan.
  • D. Flint Police Department
    The Flint Police Department is the primary law enforcement agency responsible for public safety and crime prevention within the city of Flint, Michigan.
  • E. Flint City Hall
    Flint City Hall is the main municipal government building in Flint, Michigan, housing the offices and chambers where city officials conduct public business.
  • 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: Government of the City of Flint
Triple: [Mayor of Flint, Michigan, positionHeldInOrganization, Government of the City of Flint]
Generated description
The Government of the City of Flint is the municipal authority responsible for administering public services, local policies, and governance for Flint, Michigan.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Government of the City of Flint
Target entity description: The Government of the City of Flint is the municipal authority responsible for administering public services, local policies, and governance for Flint, Michigan.
  • A. Flint City Council
    Flint City Council is the elected legislative body responsible for creating local laws, setting policies, and overseeing municipal governance in the city of Flint, Michigan.
  • B. Flint public works department
    The Flint public works department is the municipal agency responsible for maintaining and managing the city of Flint, Michigan’s infrastructure and public services, including water, roads, and sanitation.
  • C. Government of Detroit
    The Government of Detroit is the municipal authority responsible for administering public services, local laws, and policy decisions for the city of Detroit, Michigan.
  • D. Flint Police Department
    The Flint Police Department is the primary law enforcement agency responsible for public safety and crime prevention within the city of Flint, Michigan.
  • E. Flint City Hall
    Flint City Hall is the main municipal government building in Flint, Michigan, housing the offices and chambers where city officials conduct public business.
  • 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_69f68eb7e8448190a097d40ed8927285 completed May 2, 2026, 11:54 p.m.
NEDg Description generation batch_69f6902f138c8190a94a01c1fbb30b57 completed May 3, 2026, midnight
NED2 Entity disambiguation (via description) batch_69f69138b40881909e9c74d6d922e1f3 completed May 3, 2026, 12:05 a.m.
Created at: April 9, 2026, 5:28 p.m.