Triple

T6481146

Position	Surface form	Disambiguated ID	Type / Status
Subject	Maryland Department of Natural Resources	`E146393`	entity
Predicate	hasPart	`P35`	FINISHED
Object	Licensing and Registration Service The Licensing and Registration Service is a division of Maryland’s Department of Natural Resources that manages licenses, permits, and registrations related to the state’s natural resources and outdoor activities.	`E596489`	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: Licensing and Registration Service | Statement: [Maryland Department of Natural Resources, hasPart, Licensing and Registration Service]

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

Target entity: Licensing and Registration Service
Context triple: [Maryland Department of Natural Resources, hasPart, Licensing and Registration Service]

A. Licensing and Registration Division
The Licensing and Registration Division is a unit of Guam’s Department of Revenue and Taxation responsible for administering licenses, permits, and registrations for individuals and businesses on the island.
B. Division of Licensing Services
The Division of Licensing Services is a New York State government office responsible for regulating, licensing, and overseeing various professions and occupations within the state.
C. DECCS electronic licensing portal
The DECCS electronic licensing portal is an online platform used to submit, manage, and track U.S. defense trade export license applications and related compliance filings.
D. Registry
The Registry is the administrative organ of the International Criminal Tribunal for Rwanda responsible for managing court services, legal support, and overall tribunal operations.
E. Driver and Vehicle Services
Driver and Vehicle Services is a division of Pennsylvania’s state transportation agency responsible for licensing drivers, registering vehicles, and maintaining related records and services.
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: Licensing and Registration Service
Triple: [Maryland Department of Natural Resources, hasPart, Licensing and Registration Service]

Generated description

The Licensing and Registration Service is a division of Maryland’s Department of Natural Resources that manages licenses, permits, and registrations related to the state’s natural resources and outdoor activities.

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

Target entity: Licensing and Registration Service
Target entity description: The Licensing and Registration Service is a division of Maryland’s Department of Natural Resources that manages licenses, permits, and registrations related to the state’s natural resources and outdoor activities.

A. Licensing and Registration Division
The Licensing and Registration Division is a unit of Guam’s Department of Revenue and Taxation responsible for administering licenses, permits, and registrations for individuals and businesses on the island.
B. Division of Licensing Services
The Division of Licensing Services is a New York State government office responsible for regulating, licensing, and overseeing various professions and occupations within the state.
C. DECCS electronic licensing portal
The DECCS electronic licensing portal is an online platform used to submit, manage, and track U.S. defense trade export license applications and related compliance filings.
D. Registry
The Registry is the administrative organ of the International Criminal Tribunal for Rwanda responsible for managing court services, legal support, and overall tribunal operations.
E. Driver and Vehicle Services
Driver and Vehicle Services is a division of Pennsylvania’s state transportation agency responsible for licensing drivers, registering vehicles, and maintaining related records and services.
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_69c0090158c08190af0df9a2348d2d52`	completed	March 22, 2026, 3:21 p.m.
NER	Named-entity recognition	`batch_69c06a4fe90c81908a7ce61e71f48a16`	completed	March 22, 2026, 10:16 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c653aceb8c8190aff0abf15b049737`	completed	March 27, 2026, 9:53 a.m.
NEDg	Description generation	`batch_69c6559d06c8819082cad37d62fcb3a3`	completed	March 27, 2026, 10:02 a.m.
NED2	Entity disambiguation (via description)	`batch_69c6564e01748190a3a12abcc0dfd30f`	completed	March 27, 2026, 10:05 a.m.

Created at: March 22, 2026, 4:51 p.m.