Triple

T1039563

Position	Surface form	Disambiguated ID	Type / Status
Subject	Michael S. Regan	`E22439`	entity
Predicate	employer	`P7`	FINISHED
Object	North Carolina Department of Environmental Quality The North Carolina Department of Environmental Quality is the state agency responsible for protecting and improving North Carolina’s air, water, and natural resources through regulation, permitting, and environmental stewardship programs.	`E120176`	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: North Carolina Department of Environmental Quality | Statement: [Michael S. Regan, employer, North Carolina Department of Environmental Quality]

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

Target entity: North Carolina Department of Environmental Quality
Context triple: [Michael S. Regan, employer, North Carolina Department of Environmental Quality]

A. North Carolina Division of Parks and Recreation
The North Carolina Division of Parks and Recreation is the state agency responsible for managing and protecting North Carolina’s system of state parks, natural areas, and recreational resources.
B. North Carolina Department of Public Instruction
The North Carolina Department of Public Instruction is the state agency responsible for overseeing public K–12 education, setting academic standards, and administering education policies and funding across North Carolina’s school districts.
C. South Carolina Department of Health and Environmental Control
The South Carolina Department of Health and Environmental Control is the state agency responsible for protecting public health and managing environmental quality, including oversight of major industrial and nuclear facilities.
D. Government of North Carolina
The Government of North Carolina is the state’s political and administrative system, comprising executive, legislative, and judicial branches that govern and provide public services to residents of North Carolina.
E. 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.
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: North Carolina Department of Environmental Quality
Triple: [Michael S. Regan, employer, North Carolina Department of Environmental Quality]

Generated description

The North Carolina Department of Environmental Quality is the state agency responsible for protecting and improving North Carolina’s air, water, and natural resources through regulation, permitting, and environmental stewardship programs.

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

Target entity: North Carolina Department of Environmental Quality
Target entity description: The North Carolina Department of Environmental Quality is the state agency responsible for protecting and improving North Carolina’s air, water, and natural resources through regulation, permitting, and environmental stewardship programs.

A. North Carolina Division of Parks and Recreation
The North Carolina Division of Parks and Recreation is the state agency responsible for managing and protecting North Carolina’s system of state parks, natural areas, and recreational resources.
B. North Carolina Department of Public Instruction
The North Carolina Department of Public Instruction is the state agency responsible for overseeing public K–12 education, setting academic standards, and administering education policies and funding across North Carolina’s school districts.
C. South Carolina Department of Health and Environmental Control
The South Carolina Department of Health and Environmental Control is the state agency responsible for protecting public health and managing environmental quality, including oversight of major industrial and nuclear facilities.
D. Government of North Carolina
The Government of North Carolina is the state’s political and administrative system, comprising executive, legislative, and judicial branches that govern and provide public services to residents of North Carolina.
E. 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.
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_69a493d91478819094cc01fb65564bc1`	completed	March 1, 2026, 7:30 p.m.
NER	Named-entity recognition	`batch_69a4b82c69c8819082a71e810be34729`	completed	March 1, 2026, 10:05 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69ac3bc58d8c8190b9dc7a4bc986abcb`	completed	March 7, 2026, 2:52 p.m.
NEDg	Description generation	`batch_69ac3cf534008190a034d71c90f35efd`	completed	March 7, 2026, 2:57 p.m.
NED2	Entity disambiguation (via description)	`batch_69ac3d61a0c48190b619b3049df33512`	completed	March 7, 2026, 2:59 p.m.

Created at: March 1, 2026, 7:41 p.m.