Triple

T11259770

Position	Surface form	Disambiguated ID	Type / Status
Subject	Occupational Employment and Wage Statistics	`E266529`	entity
Predicate	uses	`P98`	FINISHED
Object	Occupational Information Network The Occupational Information Network (O*NET) is a comprehensive U.S. database that provides detailed, standardized information on job characteristics, worker skills, and occupational requirements used for labor market research, career exploration, and workforce development.	`E914749`	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: Occupational Information Network | Statement: [Occupational Employment and Wage Statistics, uses, Occupational Information Network]

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

Target entity: Occupational Information Network
Context triple: [Occupational Employment and Wage Statistics, uses, Occupational Information Network]

A. workforce1 Career Centers network
The Workforce1 Career Centers network is a system of New York City career centers that connect job seekers with employment opportunities, training, and related workforce development services.
B. NARIC Network
The NARIC Network is a European network of national centers that provide information and guidance on the recognition of foreign diplomas, degrees, and other academic qualifications.
C. Occupational Employment and Wage Statistics
Occupational Employment and Wage Statistics is a U.S. labor market data program that provides detailed estimates of employment levels and wage rates across occupations and industries.
D. USAJOBS federal employment portal
USAJOBS federal employment portal is the U.S. government’s official online platform for advertising and managing federal job opportunities for the public and current federal employees.
E. ZipRecruiter
ZipRecruiter is an online employment marketplace that connects employers with job seekers through a large job board and AI-driven matching tools.
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: Occupational Information Network
Triple: [Occupational Employment and Wage Statistics, uses, Occupational Information Network]

Generated description

The Occupational Information Network (O*NET) is a comprehensive U.S. database that provides detailed, standardized information on job characteristics, worker skills, and occupational requirements used for labor market research, career exploration, and workforce development.

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

Target entity: Occupational Information Network
Target entity description: The Occupational Information Network (O*NET) is a comprehensive U.S. database that provides detailed, standardized information on job characteristics, worker skills, and occupational requirements used for labor market research, career exploration, and workforce development.

A. workforce1 Career Centers network
The Workforce1 Career Centers network is a system of New York City career centers that connect job seekers with employment opportunities, training, and related workforce development services.
B. NARIC Network
The NARIC Network is a European network of national centers that provide information and guidance on the recognition of foreign diplomas, degrees, and other academic qualifications.
C. Occupational Employment and Wage Statistics
Occupational Employment and Wage Statistics is a U.S. labor market data program that provides detailed estimates of employment levels and wage rates across occupations and industries.
D. USAJOBS federal employment portal
USAJOBS federal employment portal is the U.S. government’s official online platform for advertising and managing federal job opportunities for the public and current federal employees.
E. ZipRecruiter
ZipRecruiter is an online employment marketplace that connects employers with job seekers through a large job board and AI-driven matching tools.
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_69d6aac7953c8190b82caf9d7640fdf9`	completed	April 8, 2026, 7:21 p.m.
NER	Named-entity recognition	`batch_69d7e936cb048190b4d6fb2851ef8932`	completed	April 9, 2026, 6 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69e4ccada158819080e49833e09f84a0`	completed	April 19, 2026, 12:38 p.m.
NEDg	Description generation	`batch_69e4d9ec9964819084bd7118e49c41a2`	completed	April 19, 2026, 1:34 p.m.
NED2	Entity disambiguation (via description)	`batch_69e4ddab4ef48190ab7f371da765c6c0`	completed	April 19, 2026, 1:50 p.m.

Created at: April 8, 2026, 9:31 p.m.