Triple

T2858041
Position Surface form Disambiguated ID Type / Status
Subject Flint City Council E63249 entity
Predicate cooperatesWith P435 FINISHED
Object Mayor of Flint, Michigan
The Mayor of Flint, Michigan is the elected chief executive of the city, responsible for overseeing municipal government operations, public services, and local policy implementation.
E305081 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: Mayor of Flint, Michigan | Statement: [Flint City Council, cooperatesWith, Mayor of Flint, Michigan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mayor of Flint, Michigan
Context triple: [Flint City Council, cooperatesWith, Mayor of Flint, Michigan]
  • A. Lieutenant Governor of Detroit
    The Lieutenant Governor of Detroit was a British colonial administrative post responsible for governing the Detroit region and its surrounding territories during the 18th century.
  • B. Mayor of Cincinnati
    The Mayor of Cincinnati is the elected chief executive of the city’s municipal government, responsible for providing leadership, setting policy priorities, and representing Cincinnati at official functions.
  • C. Governor of Michigan
    The Governor of Michigan is the state's chief executive, responsible for overseeing the executive branch, implementing state laws, and guiding public policy for the State of Michigan.
  • D. Mayor of Cleveland
    The Mayor of Cleveland is the chief executive of the city’s municipal government, responsible for overseeing city administration, public services, and local policy.
  • E. Birmingham City Commissioner
    Birmingham City Commissioner was a powerful municipal office in Birmingham, Alabama, whose holders oversaw key city departments including public safety and often played pivotal roles in the city’s mid-20th-century political and civil rights conflicts.
  • 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: Mayor of Flint, Michigan
Triple: [Flint City Council, cooperatesWith, Mayor of Flint, Michigan]
Generated description
The Mayor of Flint, Michigan is the elected chief executive of the city, responsible for overseeing municipal government operations, public services, and local policy implementation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mayor of Flint, Michigan
Target entity description: The Mayor of Flint, Michigan is the elected chief executive of the city, responsible for overseeing municipal government operations, public services, and local policy implementation.
  • A. Lieutenant Governor of Detroit
    The Lieutenant Governor of Detroit was a British colonial administrative post responsible for governing the Detroit region and its surrounding territories during the 18th century.
  • B. Mayor of Cincinnati
    The Mayor of Cincinnati is the elected chief executive of the city’s municipal government, responsible for providing leadership, setting policy priorities, and representing Cincinnati at official functions.
  • C. Governor of Michigan
    The Governor of Michigan is the state's chief executive, responsible for overseeing the executive branch, implementing state laws, and guiding public policy for the State of Michigan.
  • D. Mayor of Cleveland
    The Mayor of Cleveland is the chief executive of the city’s municipal government, responsible for overseeing city administration, public services, and local policy.
  • E. Birmingham City Commissioner
    Birmingham City Commissioner was a powerful municipal office in Birmingham, Alabama, whose holders oversaw key city departments including public safety and often played pivotal roles in the city’s mid-20th-century political and civil rights conflicts.
  • 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_69ab4c41e8c08190a9e8f5249cc12610 completed March 6, 2026, 9:50 p.m.
NER Named-entity recognition batch_69abdf89d3b4819086936f26d8683a2a completed March 7, 2026, 8:19 a.m.
NED1 Entity disambiguation (via context triple) batch_69b01d91f6448190866f6ee0491041cf completed March 10, 2026, 1:33 p.m.
NEDg Description generation batch_69b01e45f6e481908665e0961c3a3778 completed March 10, 2026, 1:36 p.m.
NED2 Entity disambiguation (via description) batch_69b0224832108190be252c0245d588d2 completed March 10, 2026, 1:53 p.m.
Created at: March 6, 2026, 10:02 p.m.