Triple

T759170

Position	Surface form	Disambiguated ID	Type / Status
Subject	Maryland Department of Transportation	`E16026`	entity
Predicate	hasDivision	`P35`	FINISHED
Object	Maryland Motor Vehicle Administration The Maryland Motor Vehicle Administration is the state agency responsible for driver licensing, vehicle registration, and related motor vehicle services in Maryland.	`E92237`	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 Motor Vehicle Administration | Statement: [Maryland Department of Transportation, hasDivision, Maryland Motor Vehicle Administration]

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

Target entity: Maryland Motor Vehicle Administration
Context triple: [Maryland Department of Transportation, hasDivision, Maryland Motor Vehicle Administration]

A. Maryland Department of Transportation
The Maryland Department of Transportation is the statewide agency responsible for planning, building, operating, and maintaining Maryland’s transportation systems, including highways, transit, ports, aviation, and rail services.
B. Maryland State Police
The Maryland State Police is the statewide law enforcement agency responsible for highway patrol, criminal investigations, and public safety across the state of Maryland.
C. Maryland Aviation Administration
The Maryland Aviation Administration is a state agency responsible for managing and overseeing Maryland’s publicly owned airports, including Baltimore/Washington International Thurgood Marshall Airport.
D. 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.
E. Maryland Department of Agriculture
The Maryland Department of Agriculture is the state agency responsible for promoting, regulating, and supporting Maryland’s agricultural industry, including farming, food safety, and related environmental and economic programs.
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 Motor Vehicle Administration
Triple: [Maryland Department of Transportation, hasDivision, Maryland Motor Vehicle Administration]

Generated description

The Maryland Motor Vehicle Administration is the state agency responsible for driver licensing, vehicle registration, and related motor vehicle services in Maryland.

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

Target entity: Maryland Motor Vehicle Administration
Target entity description: The Maryland Motor Vehicle Administration is the state agency responsible for driver licensing, vehicle registration, and related motor vehicle services in Maryland.

A. Maryland Department of Transportation
The Maryland Department of Transportation is the statewide agency responsible for planning, building, operating, and maintaining Maryland’s transportation systems, including highways, transit, ports, aviation, and rail services.
B. Maryland State Police
The Maryland State Police is the statewide law enforcement agency responsible for highway patrol, criminal investigations, and public safety across the state of Maryland.
C. Maryland Aviation Administration
The Maryland Aviation Administration is a state agency responsible for managing and overseeing Maryland’s publicly owned airports, including Baltimore/Washington International Thurgood Marshall Airport.
D. 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.
E. Maryland Department of Agriculture
The Maryland Department of Agriculture is the state agency responsible for promoting, regulating, and supporting Maryland’s agricultural industry, including farming, food safety, and related environmental and economic programs.
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_69a493684ee48190bd43b7c78da4aec8`	completed	March 1, 2026, 7:28 p.m.
NER	Named-entity recognition	`batch_69a4a67f9778819098d3c144dd26b976`	completed	March 1, 2026, 8:50 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69a66d9764b081908f65c677582d9c86`	completed	March 3, 2026, 5:11 a.m.
NEDg	Description generation	`batch_69a66e046bbc8190848a0d0115dc34bd`	completed	March 3, 2026, 5:13 a.m.
NED2	Entity disambiguation (via description)	`batch_69a66fdd09b081909056bff1a32d413c`	completed	March 3, 2026, 5:21 a.m.

Created at: March 1, 2026, 7:37 p.m.