Triple

T2407534
Position Surface form Disambiguated ID Type / Status
Subject Directorate-General for Employment, Social Affairs and Inclusion E50310 entity
Predicate shortName P43 FINISHED
Object DG EMPL
DG EMPL is the European Commission department responsible for EU policies on employment, social affairs, skills, labour mobility, and social inclusion.
E262399 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: DG EMPL | Statement: [Directorate-General for Employment, Social Affairs and Inclusion, shortName, DG EMPL]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: DG EMPL
Context triple: [Directorate-General for Employment, Social Affairs and Inclusion, shortName, DG EMPL]
  • A. EMP
    EMP is a Seattle-based museum and cultural institution (now called the Museum of Pop Culture) dedicated to contemporary popular music, science fiction, and pop culture.
  • B. Personnel Bureau
    The Personnel Bureau is the New York City Police Department division responsible for managing officer recruitment, hiring, assignments, and other human resources functions.
  • C. HRM
    HRM is a common abbreviation for the Halifax Regional Municipality, the local government area encompassing the city of Halifax and surrounding communities in Nova Scotia, Canada.
  • D. ERM
    ERM is a European Union system designed to reduce exchange rate variability and achieve monetary stability in preparation for economic and monetary union.
  • E. ERM
    ERM is the French-language abbreviation for Belgium’s Royal Military Academy, the country’s principal institution for training future officers of the armed forces.
  • 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: DG EMPL
Triple: [Directorate-General for Employment, Social Affairs and Inclusion, shortName, DG EMPL]
Generated description
DG EMPL is the European Commission department responsible for EU policies on employment, social affairs, skills, labour mobility, and social inclusion.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: DG EMPL
Target entity description: DG EMPL is the European Commission department responsible for EU policies on employment, social affairs, skills, labour mobility, and social inclusion.
  • A. EMP
    EMP is a Seattle-based museum and cultural institution (now called the Museum of Pop Culture) dedicated to contemporary popular music, science fiction, and pop culture.
  • B. Personnel Bureau
    The Personnel Bureau is the New York City Police Department division responsible for managing officer recruitment, hiring, assignments, and other human resources functions.
  • C. HRM
    HRM is a common abbreviation for the Halifax Regional Municipality, the local government area encompassing the city of Halifax and surrounding communities in Nova Scotia, Canada.
  • D. ERM
    ERM is a European Union system designed to reduce exchange rate variability and achieve monetary stability in preparation for economic and monetary union.
  • E. ERM
    ERM is the French-language abbreviation for Belgium’s Royal Military Academy, the country’s principal institution for training future officers of the armed forces.
  • 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_69a88b0339a88190a1207333cd271cc9 completed March 4, 2026, 7:41 p.m.
NER Named-entity recognition batch_69abc8fcd3008190b27325e6829ae7ce completed March 7, 2026, 6:43 a.m.
NED1 Entity disambiguation (via context triple) batch_69aeb3eba9d08190a2c63e590e08b4df completed March 9, 2026, 11:50 a.m.
NEDg Description generation batch_69aeb4a5e9c481908426fe51343a1342 completed March 9, 2026, 11:53 a.m.
NED2 Entity disambiguation (via description) batch_69aeb52bec1881909c589aea2af3684c completed March 9, 2026, 11:55 a.m.
Created at: March 4, 2026, 7:58 p.m.