Triple

T19899137

Position	Surface form	Disambiguated ID	Type / Status
Subject	Berwyn Heights, Maryland	`E478233`	entity
Predicate	isMemberOf	`P10`	FINISHED
Object	Maryland Municipal League	`—`	NE NERFINISHED

Named-entity recognition

Before disambiguation, gpt-5-mini classified whether the object phrase is a named entity — the step behind the object's NE type shown above.

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: Maryland Municipal League | Statement: [Berwyn Heights, Maryland, isMemberOf, Maryland Municipal League]

Disambiguation candidates (2 decisions)

The exact options the model was shown at each disambiguation step, with the option it chose highlighted — the evidence behind this triple's disambiguated ids.

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

Target entity: Maryland Municipal League
Context triple: [Berwyn Heights, Maryland, isMemberOf, Maryland Municipal League]

A. Maryland Council
The Maryland Council was the colonial advisory and executive body that assisted the royal governor in governing the Province of Maryland.
B. Maryland Board of Public Works
The Maryland Board of Public Works is a powerful three-member state body that oversees and approves major public expenditures, contracts, and capital projects in Maryland.
C. Maryland Department of Planning
The Maryland Department of Planning is a state agency responsible for guiding Maryland’s growth, land use, and preservation policies, including oversight of historic and cultural resource protection.
D. National League of Cities
The National League of Cities is an advocacy organization representing the interests of U.S. cities, towns, and villages in national policy and governance.
E. Maryland-National Capital Park and Planning Commission
The Maryland-National Capital Park and Planning Commission is a bi-county agency responsible for park management and land-use planning in Montgomery and Prince George’s counties in Maryland.
F. None of above. chosen
G. Unsure - the case is ambiguous/there is not enough information to decide.

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

Target entity: Maryland Municipal League
Target entity description: The Maryland Municipal League is a nonprofit association representing and advocating for the interests of Maryland’s cities and towns at the state and federal levels.

A. Maryland Council
The Maryland Council was the colonial advisory and executive body that assisted the royal governor in governing the Province of Maryland.
B. Maryland Board of Public Works
The Maryland Board of Public Works is a powerful three-member state body that oversees and approves major public expenditures, contracts, and capital projects in Maryland.
C. Maryland Department of Planning
The Maryland Department of Planning is a state agency responsible for guiding Maryland’s growth, land use, and preservation policies, including oversight of historic and cultural resource protection.
D. National League of Cities
The National League of Cities is an advocacy organization representing the interests of U.S. cities, towns, and villages in national policy and governance.
E. Maryland-National Capital Park and Planning Commission
The Maryland-National Capital Park and Planning Commission is a bi-county agency responsible for park management and land-use planning in Montgomery and Prince George’s counties in Maryland.
F. None of above. chosen

Provenance (2 batches)

Stage	Batch ID	Job type	Status
creating	`batch_69d8e520682081909892916424699bd5`	elicitation	completed
NER	`batch_69e6593fbb348190afa7acf45af406ed`	ner	completed

Created at: April 10, 2026, 1:52 p.m.