Triple

T16241323

Position	Surface form	Disambiguated ID	Type / Status
Subject	Alabama Department of Labor	`E394252`	entity
Predicate	overseesProgram	`P86`	FINISHED
Object	Alabama Career Center System The Alabama Career Center System is a statewide network of workforce development and employment service offices that connect job seekers with training and job opportunities and assist employers with recruitment and labor market resources.	`E394252`	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: Alabama Career Center System | Statement: [Alabama Department of Labor, overseesProgram, Alabama Career Center System]

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

Target entity: Alabama Career Center System
Context triple: [Alabama Department of Labor, overseesProgram, Alabama Career Center System]

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. 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.
C. Georgia Department of Labor career centers
Georgia Department of Labor career centers are state-run facilities that provide employment services, job search assistance, and workforce development resources to job seekers and employers throughout Georgia.
D. Alabama Department of Education
The Alabama Department of Education is the state agency responsible for overseeing public K–12 education, setting academic standards, and administering education policies and programs in Alabama.
E. Alabama Community College System
The Alabama Community College System is a statewide network of public two-year colleges in Alabama that provides academic, technical, and workforce education.
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: Alabama Career Center System
Triple: [Alabama Department of Labor, overseesProgram, Alabama Career Center System]

Generated description

The Alabama Career Center System is a statewide network of workforce development and employment service offices that connect job seekers with training and job opportunities and assist employers with recruitment and labor market resources.

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

Target entity: Alabama Career Center System
Target entity description: The Alabama Career Center System is a statewide network of workforce development and employment service offices that connect job seekers with training and job opportunities and assist employers with recruitment and labor market resources.

A. Alabama Department of Labor chosen
The Alabama Department of Labor is the state agency responsible for administering labor laws, unemployment insurance, workplace safety, and workforce services in Alabama.
B. 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.
C. Georgia Department of Labor career centers
Georgia Department of Labor career centers are state-run facilities that provide employment services, job search assistance, and workforce development resources to job seekers and employers throughout Georgia.
D. Alabama Department of Education
The Alabama Department of Education is the state agency responsible for overseeing public K–12 education, setting academic standards, and administering education policies and programs in Alabama.
E. Alabama Community College System
The Alabama Community College System is a statewide network of public two-year colleges in Alabama that provides academic, technical, and workforce education.
F. None of above.

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_69d87f2171208190951025e526947816`	completed	April 10, 2026, 4:40 a.m.
NER	Named-entity recognition	`batch_69e2455e1ce08190b97e2ab3e8c6d535`	completed	April 17, 2026, 2:36 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a000edd1ed08190aa0211c3b17a918e`	completed	May 10, 2026, 4:51 a.m.
NEDg	Description generation	`batch_6a00108fdda88190bf510d04f4cc73f1`	completed	May 10, 2026, 4:58 a.m.
NED2	Entity disambiguation (via description)	`batch_6a0011559b748190ad406263889514a4`	completed	May 10, 2026, 5:02 a.m.

Created at: April 10, 2026, 5:04 a.m.