Triple

T6984863

Position	Surface form	Disambiguated ID	Type / Status
Subject	Commissioner of Labor of Georgia	`E161935`	entity
Predicate	isHeadOf	`P2537`	FINISHED
Object	Georgia Department of Labor The Georgia Department of Labor is the state agency responsible for administering unemployment insurance, overseeing workforce development, and enforcing labor laws in the state of Georgia.	`E633314`	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: Georgia Department of Labor | Statement: [Commissioner of Labor of Georgia, isHeadOf, Georgia Department of Labor]

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

Target entity: Georgia Department of Labor
Context triple: [Commissioner of Labor of Georgia, isHeadOf, Georgia Department of Labor]

A. Alabama Department of Labor
The Alabama Department of Labor is the state agency responsible for administering labor laws, unemployment insurance, workplace safety, and workforce services in Alabama.
B. Georgia Department of Human Services
The Georgia Department of Human Services is the state agency responsible for administering social services and assistance programs that support the well-being and self-sufficiency of Georgia residents.
C. Alabama Department of Human Resources
The Alabama Department of Human Resources is the state agency responsible for administering public assistance, child welfare, and other social service programs for Alabama residents.
D. Georgia Department of Economic Development
The Georgia Department of Economic Development is the U.S. state of Georgia’s lead agency for attracting business investment, supporting trade and tourism, and promoting economic growth and job creation statewide.
E. Georgia Department of Education
The Georgia Department of Education is the state agency responsible for overseeing public K–12 education, setting academic standards, and administering education policies and funding across Georgia’s school systems.
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: Georgia Department of Labor
Triple: [Commissioner of Labor of Georgia, isHeadOf, Georgia Department of Labor]

Generated description

The Georgia Department of Labor is the state agency responsible for administering unemployment insurance, overseeing workforce development, and enforcing labor laws in the state of Georgia.

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

Target entity: Georgia Department of Labor
Target entity description: The Georgia Department of Labor is the state agency responsible for administering unemployment insurance, overseeing workforce development, and enforcing labor laws in the state of Georgia.

A. Alabama Department of Labor
The Alabama Department of Labor is the state agency responsible for administering labor laws, unemployment insurance, workplace safety, and workforce services in Alabama.
B. Georgia Department of Human Services
The Georgia Department of Human Services is the state agency responsible for administering social services and assistance programs that support the well-being and self-sufficiency of Georgia residents.
C. Alabama Department of Human Resources
The Alabama Department of Human Resources is the state agency responsible for administering public assistance, child welfare, and other social service programs for Alabama residents.
D. Georgia Department of Economic Development
The Georgia Department of Economic Development is the U.S. state of Georgia’s lead agency for attracting business investment, supporting trade and tourism, and promoting economic growth and job creation statewide.
E. Georgia Department of Education
The Georgia Department of Education is the state agency responsible for overseeing public K–12 education, setting academic standards, and administering education policies and funding across Georgia’s school systems.
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_69c68855dc0481909b4c7e9e9ed273db`	completed	March 27, 2026, 1:38 p.m.
NER	Named-entity recognition	`batch_69c6db91fbc881908c26b7b991995062`	completed	March 27, 2026, 7:33 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c761cb0f1c8190b22b1ad2cd1d7a57`	completed	March 28, 2026, 5:06 a.m.
NEDg	Description generation	`batch_69c7630440508190a66f218fd912d732`	completed	March 28, 2026, 5:11 a.m.
NED2	Entity disambiguation (via description)	`batch_69c7639747b88190b3429817d53c5703`	completed	March 28, 2026, 5:13 a.m.

Created at: March 27, 2026, 2:31 p.m.