Triple

T4129256

Position	Surface form	Disambiguated ID	Type / Status
Subject	Government of the State of New Jersey	`E84999`	entity
Predicate	hasDepartment	`P35`	FINISHED
Object	New Jersey Department of Labor and Workforce Development The New Jersey Department of Labor and Workforce Development is the state agency responsible for administering labor laws, unemployment insurance, workforce training, and employment services in New Jersey.	`E416165`	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: New Jersey Department of Labor and Workforce Development | Statement: [Government of the State of New Jersey, hasDepartment, New Jersey Department of Labor and Workforce Development]

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

Target entity: New Jersey Department of Labor and Workforce Development
Context triple: [Government of the State of New Jersey, hasDepartment, New Jersey Department of Labor and Workforce Development]

A. New York State Department of Labor
The New York State Department of Labor is a state government agency responsible for enforcing labor laws, overseeing workplace safety, and administering unemployment insurance and workforce development programs in New York.
B. New Jersey Department of Education
The New Jersey Department of Education is the state government agency responsible for overseeing public education, setting academic standards, and administering education policies and funding across New Jersey’s school districts.
C. Government of the State of New Jersey
The Government of the State of New Jersey is the state-level governing authority responsible for executing laws, administering public services, and overseeing the executive, legislative, and judicial functions within New Jersey.
D. New Jersey State Board of Education
The New Jersey State Board of Education is the state-level governing body that sets educational policies and standards for public schools across New Jersey.
E. New Jersey Department of Environmental Protection
The New Jersey Department of Environmental Protection is the state agency responsible for protecting New Jersey’s air, land, water, and natural resources through regulation, conservation, and environmental management 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: New Jersey Department of Labor and Workforce Development
Triple: [Government of the State of New Jersey, hasDepartment, New Jersey Department of Labor and Workforce Development]

Generated description

The New Jersey Department of Labor and Workforce Development is the state agency responsible for administering labor laws, unemployment insurance, workforce training, and employment services in New Jersey.

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

Target entity: New Jersey Department of Labor and Workforce Development
Target entity description: The New Jersey Department of Labor and Workforce Development is the state agency responsible for administering labor laws, unemployment insurance, workforce training, and employment services in New Jersey.

A. New York State Department of Labor
The New York State Department of Labor is a state government agency responsible for enforcing labor laws, overseeing workplace safety, and administering unemployment insurance and workforce development programs in New York.
B. New Jersey Department of Education
The New Jersey Department of Education is the state government agency responsible for overseeing public education, setting academic standards, and administering education policies and funding across New Jersey’s school districts.
C. Government of the State of New Jersey
The Government of the State of New Jersey is the state-level governing authority responsible for executing laws, administering public services, and overseeing the executive, legislative, and judicial functions within New Jersey.
D. New Jersey State Board of Education
The New Jersey State Board of Education is the state-level governing body that sets educational policies and standards for public schools across New Jersey.
E. New Jersey Department of Environmental Protection
The New Jersey Department of Environmental Protection is the state agency responsible for protecting New Jersey’s air, land, water, and natural resources through regulation, conservation, and environmental management 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_69aed935ccd881909dc61f81bcdb7a78`	completed	March 9, 2026, 2:29 p.m.
NER	Named-entity recognition	`batch_69af021c5ca48190a829bab07dda55d0`	completed	March 9, 2026, 5:23 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b576bf503c8190be44139a908ee42d`	completed	March 14, 2026, 2:54 p.m.
NEDg	Description generation	`batch_69b577ac31888190b6182b00bd5c709f`	completed	March 14, 2026, 2:58 p.m.
NED2	Entity disambiguation (via description)	`batch_69b57839ee548190804ef306fc9b3a6e`	completed	March 14, 2026, 3:01 p.m.

Created at: March 9, 2026, 3:42 p.m.