Triple

T35734

Position	Surface form	Disambiguated ID	Type / Status
Subject	Maryland	`E707`	entity
Predicate	hasCounty	`P285`	FINISHED
Object	Baltimore County Baltimore County is a populous county in northern Maryland that surrounds but does not include the independent city of Baltimore and serves as a major suburban and economic hub of the Baltimore metropolitan area.	`E18272`	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: Baltimore County | Statement: [Maryland, hasCounty, Baltimore County]

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

Target entity: Baltimore County
Context triple: [Maryland, hasCounty, Baltimore County]

A. Calvert County, Maryland
Calvert County, Maryland is a largely suburban and rural county in southern Maryland along the western shore of the Chesapeake Bay, known for its waterfront communities, fossil-rich cliffs, and role as a bedroom community within the greater Washington, D.C. region.
B. Montgomery County
Montgomery County is a populous and affluent suburban county just northwest of Washington, D.C., known for its highly rated public schools, biotechnology industry, and diverse communities.
C. Frederick County, Maryland
Frederick County, Maryland is a largely suburban and rural county in north-central Maryland known for its historic city of Frederick, growing commuter population, and proximity to both Washington, D.C. and Baltimore.
D. Prince George’s County, Maryland
Prince George’s County, Maryland is a populous suburban county bordering Washington, D.C., known for its significant African American middle-class communities, government institutions, and historical sites.
E. Charles County, Maryland
Charles County, Maryland is a suburban county in southern Maryland known for its growing residential communities, proximity to Washington, D.C., and a mix of historic sites and Potomac River waterfront areas.
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: Baltimore County
Triple: [Maryland, hasCounty, Baltimore County]

Generated description

Baltimore County is a populous county in northern Maryland that surrounds but does not include the independent city of Baltimore and serves as a major suburban and economic hub of the Baltimore metropolitan area.

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

Target entity: Baltimore County
Target entity description: Baltimore County is a populous county in northern Maryland that surrounds but does not include the independent city of Baltimore and serves as a major suburban and economic hub of the Baltimore metropolitan area.

A. Calvert County, Maryland
Calvert County, Maryland is a largely suburban and rural county in southern Maryland along the western shore of the Chesapeake Bay, known for its waterfront communities, fossil-rich cliffs, and role as a bedroom community within the greater Washington, D.C. region.
B. Montgomery County
Montgomery County is a populous and affluent suburban county just northwest of Washington, D.C., known for its highly rated public schools, biotechnology industry, and diverse communities.
C. Frederick County, Maryland
Frederick County, Maryland is a largely suburban and rural county in north-central Maryland known for its historic city of Frederick, growing commuter population, and proximity to both Washington, D.C. and Baltimore.
D. Prince George’s County, Maryland
Prince George’s County, Maryland is a populous suburban county bordering Washington, D.C., known for its significant African American middle-class communities, government institutions, and historical sites.
E. Charles County, Maryland
Charles County, Maryland is a suburban county in southern Maryland known for its growing residential communities, proximity to Washington, D.C., and a mix of historic sites and Potomac River waterfront areas.
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_69a247a8f6c08190bac804906d62ed5a`	completed	Feb. 28, 2026, 1:40 a.m.
NER	Named-entity recognition	`batch_69a24ec1ef5481909daf99654dfa3f57`	completed	Feb. 28, 2026, 2:11 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69a2c52791c08190ba43c056b370f26a`	completed	Feb. 28, 2026, 10:36 a.m.
NEDg	Description generation	`batch_69a2c5e5f0f881909c4c8664b4605151`	completed	Feb. 28, 2026, 10:39 a.m.
NED2	Entity disambiguation (via description)	`batch_69a2c666c1f88190afdad72184664b51`	completed	Feb. 28, 2026, 10:41 a.m.

Created at: Feb. 28, 2026, 1:46 a.m.