Triple

T208366

Position	Surface form	Disambiguated ID	Type / Status
Subject	Government of Maryland	`E4657`	entity
Predicate	executiveDepartment	`P1001`	FINISHED
Object	Maryland Department of Commerce The Maryland Department of Commerce is the state’s primary economic development agency, responsible for promoting business growth, job creation, and investment in Maryland.	`E27952`	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: Maryland Department of Commerce | Statement: [Government of Maryland, executiveDepartment, Maryland Department of Commerce]

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

Target entity: Maryland Department of Commerce
Context triple: [Government of Maryland, executiveDepartment, Maryland Department of Commerce]

A. Government of Maryland
The Government of Maryland is the state-level political and administrative authority of Maryland, comprising executive, legislative, and judicial branches that manage public policy, law, and services for the state’s residents.
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. Maryland Department of the Environment
The Maryland Department of the Environment is the state agency responsible for protecting and restoring Maryland’s air, land, and water resources through regulation, enforcement, and environmental programs.
D. Maryland State Department of Education
The Maryland State Department of Education is the state agency responsible for overseeing public education, setting academic standards, and administering education policies and programs across Maryland.
E. Maryland Department of Human Services
The Maryland Department of Human Services is the state’s primary social services agency, responsible for administering programs that support vulnerable children, families, and adults across Maryland.
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: Maryland Department of Commerce
Triple: [Government of Maryland, executiveDepartment, Maryland Department of Commerce]

Generated description

The Maryland Department of Commerce is the state’s primary economic development agency, responsible for promoting business growth, job creation, and investment in Maryland.

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

Target entity: Maryland Department of Commerce
Target entity description: The Maryland Department of Commerce is the state’s primary economic development agency, responsible for promoting business growth, job creation, and investment in Maryland.

A. Government of Maryland
The Government of Maryland is the state-level political and administrative authority of Maryland, comprising executive, legislative, and judicial branches that manage public policy, law, and services for the state’s residents.
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. Maryland Department of the Environment
The Maryland Department of the Environment is the state agency responsible for protecting and restoring Maryland’s air, land, and water resources through regulation, enforcement, and environmental programs.
D. Maryland State Department of Education
The Maryland State Department of Education is the state agency responsible for overseeing public education, setting academic standards, and administering education policies and programs across Maryland.
E. Maryland Department of Human Services
The Maryland Department of Human Services is the state’s primary social services agency, responsible for administering programs that support vulnerable children, families, and adults across Maryland.
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_69a25737567c81908f9c505300239181`	completed	Feb. 28, 2026, 2:47 a.m.
NER	Named-entity recognition	`batch_69a260c178ac819085eb94ccaf64b780`	completed	Feb. 28, 2026, 3:28 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69a34764cb5c8190b9095a38866387d9`	completed	Feb. 28, 2026, 7:52 p.m.
NEDg	Description generation	`batch_69a348107f8c81908102ecab4fafbffe`	completed	Feb. 28, 2026, 7:54 p.m.
NED2	Entity disambiguation (via description)	`batch_69a3485cf79881909e9576240f7408a5`	completed	Feb. 28, 2026, 7:56 p.m.

Created at: Feb. 28, 2026, 2:51 a.m.