Triple

T20694576
Position Surface form Disambiguated ID Type / Status
Subject Employment, Labour and Social Affairs Committee E508631 entity
Predicate oversees P46 FINISHED
Object Directorate for Employment, Labour and Social Affairs
The Directorate for Employment, Labour and Social Affairs is an OECD body responsible for developing analysis and policy recommendations on jobs, labour markets, social protection and inclusion across member countries.
E1445071 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: Directorate for Employment, Labour and Social Affairs | Statement: [Employment, Labour and Social Affairs Committee, oversees, Directorate for Employment, Labour and Social Affairs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Directorate for Employment, Labour and Social Affairs
Context triple: [Employment, Labour and Social Affairs Committee, oversees, Directorate for Employment, Labour and Social Affairs]
  • A. Directorate-General for Employment, Social Affairs and Inclusion
    The Directorate-General for Employment, Social Affairs and Inclusion is the European Commission department responsible for EU policies on jobs, social protection, working conditions, skills, and social inclusion.
  • B. Directorate General of Employment
    The Directorate General of Employment is a central Indian government body responsible for formulating and implementing policies and programs related to employment services, labor market information, and job placement across the country.
  • C. STC on Labour, Employment and Social Affairs
    The STC on Labour, Employment and Social Affairs is an African Union specialized technical committee responsible for guiding and coordinating continental policies and programs on labor, employment, social protection, and related social development issues.
  • D. Directorate-General for Institutions and Population
    The Directorate-General for Institutions and Population is a Belgian federal administrative body responsible for managing key aspects of civil status, population registers, and institutional affairs within the country.
  • E. Directorate for Fair Work, Employability and Skills
    The Directorate for Fair Work, Employability and Skills is a Scottish Government body responsible for policies that promote fair work practices, enhance employability, and develop skills across Scotland’s workforce.
  • 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: Directorate for Employment, Labour and Social Affairs
Triple: [Employment, Labour and Social Affairs Committee, oversees, Directorate for Employment, Labour and Social Affairs]
Generated description
The Directorate for Employment, Labour and Social Affairs is an OECD body responsible for developing analysis and policy recommendations on jobs, labour markets, social protection and inclusion across member countries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Directorate for Employment, Labour and Social Affairs
Target entity description: The Directorate for Employment, Labour and Social Affairs is an OECD body responsible for developing analysis and policy recommendations on jobs, labour markets, social protection and inclusion across member countries.
  • A. Directorate-General for Employment, Social Affairs and Inclusion
    The Directorate-General for Employment, Social Affairs and Inclusion is the European Commission department responsible for EU policies on jobs, social protection, working conditions, skills, and social inclusion.
  • B. Directorate General of Employment
    The Directorate General of Employment is a central Indian government body responsible for formulating and implementing policies and programs related to employment services, labor market information, and job placement across the country.
  • C. STC on Labour, Employment and Social Affairs
    The STC on Labour, Employment and Social Affairs is an African Union specialized technical committee responsible for guiding and coordinating continental policies and programs on labor, employment, social protection, and related social development issues.
  • D. Directorate-General for Institutions and Population
    The Directorate-General for Institutions and Population is a Belgian federal administrative body responsible for managing key aspects of civil status, population registers, and institutional affairs within the country.
  • E. Directorate for Fair Work, Employability and Skills
    The Directorate for Fair Work, Employability and Skills is a Scottish Government body responsible for policies that promote fair work practices, enhance employability, and develop skills across Scotland’s workforce.
  • 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_69e0b4c2b2a481909e31e9cb8f81ab55 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6c110c4108190a3ab171df33be194 completed April 21, 2026, 12:13 a.m.
NED1 Entity disambiguation (via context triple) batch_6a08d7e6a5788190895d7becc9f8136b completed May 16, 2026, 8:47 p.m.
NEDg Description generation batch_6a08d8e3b1d4819088fb2c3e54b7934e completed May 16, 2026, 8:51 p.m.
NED2 Entity disambiguation (via description) batch_6a08d940f0e88190be17ae56546996af completed May 16, 2026, 8:53 p.m.
Created at: April 16, 2026, 12:10 p.m.