Triple

T8821886

Position	Surface form	Disambiguated ID	Type / Status
Subject	Baltimore City government	`E209922`	entity
Predicate	hasDepartment	`P35`	FINISHED
Object	Health Department (Baltimore City) The Health Department of Baltimore City is the municipal agency responsible for protecting and promoting public health for residents of Baltimore through services, regulation, and community programs.	`E759767`	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: Health Department (Baltimore City) | Statement: [Baltimore City government, hasDepartment, Health Department (Baltimore City)]

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

Target entity: Health Department (Baltimore City)
Context triple: [Baltimore City government, hasDepartment, Health Department (Baltimore City)]

A. Baltimore City government
The Baltimore City government is the municipal authority responsible for administering public services, enforcing local laws, and managing policy and development across the city of Baltimore, Maryland.
B. Maryland Department of Health
The Maryland Department of Health is the state agency responsible for overseeing public health, healthcare services, and related regulatory functions in Maryland.
C. Baltimore County government
Baltimore County government is the local governing body responsible for administering public services, regulations, and policies throughout Baltimore County, Maryland.
D. District of Columbia Department of Health
The District of Columbia Department of Health is the municipal public health agency responsible for protecting and promoting the health and well-being of residents and visitors in Washington, D.C.
E. Baltimore Police Department
The Baltimore Police Department is the primary law enforcement agency responsible for policing the city of Baltimore, Maryland, and is prominently depicted investigating organized crime in the television series "The Wire."
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: Health Department (Baltimore City)
Triple: [Baltimore City government, hasDepartment, Health Department (Baltimore City)]

Generated description

The Health Department of Baltimore City is the municipal agency responsible for protecting and promoting public health for residents of Baltimore through services, regulation, and community programs.

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

Target entity: Health Department (Baltimore City)
Target entity description: The Health Department of Baltimore City is the municipal agency responsible for protecting and promoting public health for residents of Baltimore through services, regulation, and community programs.

A. Baltimore City government
The Baltimore City government is the municipal authority responsible for administering public services, enforcing local laws, and managing policy and development across the city of Baltimore, Maryland.
B. Maryland Department of Health
The Maryland Department of Health is the state agency responsible for overseeing public health, healthcare services, and related regulatory functions in Maryland.
C. Baltimore County government
Baltimore County government is the local governing body responsible for administering public services, regulations, and policies throughout Baltimore County, Maryland.
D. District of Columbia Department of Health
The District of Columbia Department of Health is the municipal public health agency responsible for protecting and promoting the health and well-being of residents and visitors in Washington, D.C.
E. Baltimore Police Department
The Baltimore Police Department is the primary law enforcement agency responsible for policing the city of Baltimore, Maryland, and is prominently depicted investigating organized crime in the television series "The Wire."
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_69ca8364e13081909c85fe80f44fe86f`	completed	March 30, 2026, 2:06 p.m.
NER	Named-entity recognition	`batch_69cc602ed87c8190ab772e5cbb2da68d`	completed	April 1, 2026, midnight
NED1	Entity disambiguation (via context triple)	`batch_69cf6fd064208190b1c8e1e1848763d2`	completed	April 3, 2026, 7:44 a.m.
NEDg	Description generation	`batch_69cf71e0bd14819089a9667d573f2295`	completed	April 3, 2026, 7:53 a.m.
NED2	Entity disambiguation (via description)	`batch_69cf743758c881909eecaf9bdbb047e5`	completed	April 3, 2026, 8:03 a.m.

Created at: March 30, 2026, 6:46 p.m.