Triple

T18032662
Position Surface form Disambiguated ID Type / Status
Subject Department of Social Protection E431428 entity
Predicate oversees P46 FINISHED
Object Intreo employment service offices
Intreo employment service offices are Ireland’s public one-stop centres that provide jobseekers with employment services, income supports, and career guidance.
E1303251 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: Intreo employment service offices | Statement: [Department of Social Protection, oversees, Intreo employment service offices]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Intreo employment service offices
Context triple: [Department of Social Protection, oversees, Intreo employment service offices]
  • A. 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.
  • B. 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.
  • C. 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.
  • 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. Jobcentre Plus
    Jobcentre Plus is a UK government agency that provides employment services and administers welfare benefits to jobseekers and low-income individuals.
  • 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: Intreo employment service offices
Triple: [Department of Social Protection, oversees, Intreo employment service offices]
Generated description
Intreo employment service offices are Ireland’s public one-stop centres that provide jobseekers with employment services, income supports, and career guidance.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Intreo employment service offices
Target entity description: Intreo employment service offices are Ireland’s public one-stop centres that provide jobseekers with employment services, income supports, and career guidance.
  • A. 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.
  • B. 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.
  • C. 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.
  • 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. Jobcentre Plus
    Jobcentre Plus is a UK government agency that provides employment services and administers welfare benefits to jobseekers and low-income individuals.
  • 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_69d8b9050fb48190890155145deb0a66 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4be37a9288190a661c712d269401f completed April 19, 2026, 11:36 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0349af4b14819080e11af78b93d00a completed May 12, 2026, 3:39 p.m.
NEDg Description generation batch_6a034c5c2f6c81909582d40a256183e5 completed May 12, 2026, 3:50 p.m.
NED2 Entity disambiguation (via description) batch_6a034d3e53fc8190b6afd40f6bdc7883 completed May 12, 2026, 3:54 p.m.
Created at: April 10, 2026, 10:25 a.m.