Triple

T208363

Position	Surface form	Disambiguated ID	Type / Status
Subject	Government of Maryland	`E4657`	entity
Predicate	executiveDepartment	`P1001`	FINISHED
Object	Maryland Department of Natural Resources The Maryland Department of Natural Resources is the state agency responsible for managing and conserving Maryland’s natural resources, including forests, waterways, wildlife, and public lands.	`E27425`	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 Natural Resources | Statement: [Government of Maryland, executiveDepartment, Maryland Department of Natural Resources]

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

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

A. 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.
B. Massachusetts Department of Conservation and Recreation
The Massachusetts Department of Conservation and Recreation is a state agency responsible for managing and protecting Massachusetts’ public parks, forests, beaches, and other natural and recreational resources.
C. 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.
D. New Jersey Division of Parks and Forestry
The New Jersey Division of Parks and Forestry is the state agency responsible for managing New Jersey’s public parks, forests, and historic sites, overseeing their conservation, recreation, and educational use.
E. Division of Fish and Wildlife
The Division of Fish and Wildlife is a branch of New York State’s environmental agency responsible for managing and conserving the state’s fish, wildlife, and their habitats.
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 Natural Resources
Triple: [Government of Maryland, executiveDepartment, Maryland Department of Natural Resources]

Generated description

The Maryland Department of Natural Resources is the state agency responsible for managing and conserving Maryland’s natural resources, including forests, waterways, wildlife, and public lands.

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

Target entity: Maryland Department of Natural Resources
Target entity description: The Maryland Department of Natural Resources is the state agency responsible for managing and conserving Maryland’s natural resources, including forests, waterways, wildlife, and public lands.

A. 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.
B. Massachusetts Department of Conservation and Recreation
The Massachusetts Department of Conservation and Recreation is a state agency responsible for managing and protecting Massachusetts’ public parks, forests, beaches, and other natural and recreational resources.
C. 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.
D. New Jersey Division of Parks and Forestry
The New Jersey Division of Parks and Forestry is the state agency responsible for managing New Jersey’s public parks, forests, and historic sites, overseeing their conservation, recreation, and educational use.
E. Division of Fish and Wildlife
The Division of Fish and Wildlife is a branch of New York State’s environmental agency responsible for managing and conserving the state’s fish, wildlife, and their habitats.
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_69a33e3dc3008190a021d1b18438b773`	completed	Feb. 28, 2026, 7:13 p.m.
NEDg	Description generation	`batch_69a33e9b9db0819087e95e2734807ce1`	completed	Feb. 28, 2026, 7:14 p.m.
NED2	Entity disambiguation (via description)	`batch_69a33ef2d5208190ba605b270f7ce5df`	completed	Feb. 28, 2026, 7:16 p.m.

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