Triple

T6531271

Position	Surface form	Disambiguated ID	Type / Status
Subject	United States Census Bureau places in Michigan	`E152234`	entity
Predicate	relatedTo	`P37`	FINISHED
Object	Michigan municipalities Michigan municipalities are the cities, villages, and townships within the state of Michigan that serve as local units of government providing services and governance to their residents.	`E605187`	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 municipalities | Statement: [United States Census Bureau places in Michigan, relatedTo, Michigan municipalities]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Michigan municipalities
Context triple: [United States Census Bureau places in Michigan, relatedTo, Michigan municipalities]

A. Massachusetts municipalities
Massachusetts municipalities are the cities and towns within the Commonwealth of Massachusetts that serve as the primary units of local government, providing services and governance to their residents.
B. State of Michigan metropolitan areas
The State of Michigan metropolitan areas are the officially defined urbanized regions and their surrounding communities across Michigan that serve as hubs for population, commerce, and regional services.
C. Florida local governments
Florida local governments are county and municipal authorities within the state of Florida responsible for providing local services, enforcing regulations, and implementing public policies under state law.
D. Municipal
Municipal is a prominent Guatemalan professional football club based in Guatemala City, known as one of the country’s most successful and popular teams.
E. Ohio municipal courts
Ohio municipal courts are local trial courts of limited jurisdiction that handle misdemeanors, traffic offenses, small civil disputes, and preliminary felony matters within specific municipalities in the state of Ohio.
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 municipalities
Triple: [United States Census Bureau places in Michigan, relatedTo, Michigan municipalities]

Generated description

Michigan municipalities are the cities, villages, and townships within the state of Michigan that serve as local units of government providing services and governance to their residents.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Michigan municipalities
Target entity description: Michigan municipalities are the cities, villages, and townships within the state of Michigan that serve as local units of government providing services and governance to their residents.

A. Massachusetts municipalities
Massachusetts municipalities are the cities and towns within the Commonwealth of Massachusetts that serve as the primary units of local government, providing services and governance to their residents.
B. State of Michigan metropolitan areas
The State of Michigan metropolitan areas are the officially defined urbanized regions and their surrounding communities across Michigan that serve as hubs for population, commerce, and regional services.
C. Florida local governments
Florida local governments are county and municipal authorities within the state of Florida responsible for providing local services, enforcing regulations, and implementing public policies under state law.
D. Municipal
Municipal is a prominent Guatemalan professional football club based in Guatemala City, known as one of the country’s most successful and popular teams.
E. Ohio municipal courts
Ohio municipal courts are local trial courts of limited jurisdiction that handle misdemeanors, traffic offenses, small civil disputes, and preliminary felony matters within specific municipalities in the state of Ohio.
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_69c688048ec8819093a47f7d332e12ec`	completed	March 27, 2026, 1:37 p.m.
NER	Named-entity recognition	`batch_69c6adbcf820819097ca33a5fc14fd64`	completed	March 27, 2026, 4:18 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c6d52ca9988190addfdae6d7b53a6e`	completed	March 27, 2026, 7:06 p.m.
NEDg	Description generation	`batch_69c6d6d9af148190ad9cd2cc31a70bb7`	completed	March 27, 2026, 7:13 p.m.
NED2	Entity disambiguation (via description)	`batch_69c6d98506b88190aae3b4d887744648`	completed	March 27, 2026, 7:24 p.m.

Created at: March 27, 2026, 1:46 p.m.