Triple

T12528074
Position Surface form Disambiguated ID Type / Status
Subject Employment and Training Administration E299489 entity
Predicate oversees P46 FINISHED
Object Employment Service
The Employment Service is a U.S. government program that helps job seekers find work and assists employers in recruiting qualified workers through labor exchange and related employment services.
E986165 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: Employment Service | Statement: [Employment and Training Administration, oversees, Employment Service]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Employment Service
Context triple: [Employment and Training Administration, oversees, Employment Service]
  • A. Employment Service
    Employment Service was a former UK government agency responsible for helping people find work and administering employment-related benefits before its functions were absorbed into successor bodies.
  • B. Consejería de Empleo
    La Consejería de Empleo es el departamento del gobierno autonómico andaluz encargado de diseñar y ejecutar las políticas públicas de trabajo, empleo y relaciones laborales en Andalucía.
  • C. Labor Bureau
    The Labor Bureau is a governmental unit responsible for enforcing labor laws and protecting workers’ rights within its jurisdiction.
  • D. Jobcenter
    Jobcenter is a German public agency responsible for providing and managing basic income support and employment services for long-term unemployed people.
  • E. Division of Employment and Training Services
    The Division of Employment and Training Services is a state agency unit in Alaska that administers workforce development, job placement, and training programs to support employers and job seekers.
  • 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: Employment Service
Triple: [Employment and Training Administration, oversees, Employment Service]
Generated description
The Employment Service is a U.S. government program that helps job seekers find work and assists employers in recruiting qualified workers through labor exchange and related employment services.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Employment Service
Target entity description: The Employment Service is a U.S. government program that helps job seekers find work and assists employers in recruiting qualified workers through labor exchange and related employment services.
  • A. Employment Service
    Employment Service was a former UK government agency responsible for helping people find work and administering employment-related benefits before its functions were absorbed into successor bodies.
  • B. Consejería de Empleo
    La Consejería de Empleo es el departamento del gobierno autonómico andaluz encargado de diseñar y ejecutar las políticas públicas de trabajo, empleo y relaciones laborales en Andalucía.
  • C. Labor Bureau
    The Labor Bureau is a governmental unit responsible for enforcing labor laws and protecting workers’ rights within its jurisdiction.
  • D. Jobcenter
    Jobcenter is a German public agency responsible for providing and managing basic income support and employment services for long-term unemployed people.
  • E. Division of Employment and Training Services
    The Division of Employment and Training Services is a state agency unit in Alaska that administers workforce development, job placement, and training programs to support employers and job seekers.
  • 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_69d6ada5cdd48190860d9ce30aff69be completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d9545e90948190980bd4d64964a0f2 completed April 10, 2026, 7:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69f64bc674e881908673e1f9103cc8be completed May 2, 2026, 7:08 p.m.
NEDg Description generation batch_69f64c7c5d04819094fcbee0a4b5cbb4 completed May 2, 2026, 7:11 p.m.
NED2 Entity disambiguation (via description) batch_69f64d653b988190b11d061f55ef7192 completed May 2, 2026, 7:15 p.m.
Created at: April 8, 2026, 9:57 p.m.