Triple

T2174533
Position Surface form Disambiguated ID Type / Status
Subject European Employment Strategy E48496 entity
Predicate usesInstrument P933 FINISHED
Object Employment Guidelines
Employment Guidelines are a set of policy recommendations adopted at the EU level to coordinate and steer member states’ labor market and employment policies within the framework of the European Employment Strategy.
E243151 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 Guidelines | Statement: [European Employment Strategy, usesInstrument, Employment Guidelines]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Employment Guidelines
Context triple: [European Employment Strategy, usesInstrument, Employment Guidelines]
  • 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. Jobs
    Jobs is the surname of Steve Jobs, the influential co-founder and longtime leader of Apple Inc.
  • C. Positions
    Positions is Ariana Grande’s 2020 pop and R&B studio album known for its sensual themes, trap-influenced production, and collaborations with artists like Doja Cat, The Weeknd, and Ty Dolla Sign.
  • D. Credentials Committee
    The Credentials Committee was a body within the Assembly of the League of Nations responsible for verifying and validating the credentials of member states’ representatives.
  • E. 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.
  • 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 Guidelines
Triple: [European Employment Strategy, usesInstrument, Employment Guidelines]
Generated description
Employment Guidelines are a set of policy recommendations adopted at the EU level to coordinate and steer member states’ labor market and employment policies within the framework of the European Employment Strategy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Employment Guidelines
Target entity description: Employment Guidelines are a set of policy recommendations adopted at the EU level to coordinate and steer member states’ labor market and employment policies within the framework of the European Employment Strategy.
  • 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. Jobs
    Jobs is the surname of Steve Jobs, the influential co-founder and longtime leader of Apple Inc.
  • C. Positions
    Positions is Ariana Grande’s 2020 pop and R&B studio album known for its sensual themes, trap-influenced production, and collaborations with artists like Doja Cat, The Weeknd, and Ty Dolla Sign.
  • D. Credentials Committee
    The Credentials Committee was a body within the Assembly of the League of Nations responsible for verifying and validating the credentials of member states’ representatives.
  • E. 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.
  • 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_69a88aa3faa48190995b233af6525815 completed March 4, 2026, 7:40 p.m.
NER Named-entity recognition batch_69abbeccb2888190aa1fe1039e9dfbe2 completed March 7, 2026, 5:59 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae5d9c61448190930777bcf2028882 completed March 9, 2026, 5:41 a.m.
NEDg Description generation batch_69ae5e1ea6108190b22ead618d620613 completed March 9, 2026, 5:43 a.m.
NED2 Entity disambiguation (via description) batch_69ae5ea7909c8190a93d87a5d07b84d4 completed March 9, 2026, 5:46 a.m.
Created at: March 4, 2026, 7:45 p.m.