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.