Triple

T18192817
Position Surface form Disambiguated ID Type / Status
Subject New Buffalo, Michigan E435582 entity
Predicate governingBody P46 FINISHED
Object New Buffalo city government
New Buffalo city government is the municipal authority responsible for local policymaking, public services, and administration in the city of New Buffalo, Michigan.
E1311053 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: New Buffalo city government | Statement: [New Buffalo, Michigan, governingBody, New Buffalo city government]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: New Buffalo city government
Context triple: [New Buffalo, Michigan, governingBody, New Buffalo city government]
  • A. City of Buffalo government
    The City of Buffalo government is the municipal authority responsible for administering public services, local laws, and governance for the city of Buffalo, New York.
  • B. Buffalo City Council
    The Buffalo City Council is the municipal legislative body responsible for setting local policies, passing ordinances, and overseeing city governance in Buffalo, Wyoming.
  • C. South Buffalo
    South Buffalo is a predominantly Irish-American, working- and middle-class neighborhood in the southern part of Buffalo, New York, known for its tight-knit community and historic ties to the city’s industrial and waterfront areas.
  • D. Downtown Buffalo
    Downtown Buffalo is the central business and cultural district of Buffalo, New York, known for its historic architecture, waterfront access, and role as the region’s commercial hub.
  • E. Buffalo Common Council
    The Buffalo Common Council is the legislative body of the City of Buffalo, New York, responsible for passing local laws, approving budgets, and representing the interests of city residents.
  • 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: New Buffalo city government
Triple: [New Buffalo, Michigan, governingBody, New Buffalo city government]
Generated description
New Buffalo city government is the municipal authority responsible for local policymaking, public services, and administration in the city of New Buffalo, Michigan.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: New Buffalo city government
Target entity description: New Buffalo city government is the municipal authority responsible for local policymaking, public services, and administration in the city of New Buffalo, Michigan.
  • A. City of Buffalo government
    The City of Buffalo government is the municipal authority responsible for administering public services, local laws, and governance for the city of Buffalo, New York.
  • B. Buffalo City Council
    The Buffalo City Council is the municipal legislative body responsible for setting local policies, passing ordinances, and overseeing city governance in Buffalo, Wyoming.
  • C. South Buffalo
    South Buffalo is a predominantly Irish-American, working- and middle-class neighborhood in the southern part of Buffalo, New York, known for its tight-knit community and historic ties to the city’s industrial and waterfront areas.
  • D. Downtown Buffalo
    Downtown Buffalo is the central business and cultural district of Buffalo, New York, known for its historic architecture, waterfront access, and role as the region’s commercial hub.
  • E. Buffalo Common Council
    The Buffalo Common Council is the legislative body of the City of Buffalo, New York, responsible for passing local laws, approving budgets, and representing the interests of city residents.
  • 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_69d8b90c7ec081909b4694ccecb449c6 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4e0d12b688190842375dcc5d5537c completed April 19, 2026, 2:04 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0398090dc0819082d4bd4df858f847 completed May 12, 2026, 9:13 p.m.
NEDg Description generation batch_6a0399663b388190b7227e1dca0040a7 completed May 12, 2026, 9:19 p.m.
NED2 Entity disambiguation (via description) batch_6a0399ff18948190ad2c3fbe1e5986cc completed May 12, 2026, 9:22 p.m.
Created at: April 10, 2026, 10:31 a.m.