Triple

T4694486
Position Surface form Disambiguated ID Type / Status
Subject European Trade Union Confederation E104109 entity
Predicate hasMember P10 FINISHED
Object European industry federations
European industry federations are sector-based organizations that represent and coordinate the interests of employers or workers across specific industries at the European level.
E332162 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: European industry federations | Statement: [European Trade Union Confederation, hasMember, European industry federations]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: European industry federations
Context triple: [European Trade Union Confederation, hasMember, European industry federations]
  • A. Top Industrial Managers for Europe Association
    Top Industrial Managers for Europe Association is a network of leading European engineering and management schools that collaborates to promote high-level industrial and managerial education, student exchanges, and joint degree programs.
  • B. European Trade Union Confederation
    The European Trade Union Confederation is a major umbrella organization representing workers’ and trade union interests at the European level, influencing EU social and economic policy.
  • C. Confindustria
    Confindustria is the main Italian employers’ federation and national association representing manufacturing and service companies.
  • D. European Union agencies
    European Union agencies are specialized bodies of the EU that support its institutions by providing expertise, regulation, and coordination in specific policy areas across member states.
  • E. EU industrial strategy
    The EU industrial strategy is the European Union’s overarching policy framework aimed at strengthening the competitiveness, resilience, and green and digital transformation of its industrial base and small and medium-sized enterprises.
  • 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: European industry federations
Triple: [European Trade Union Confederation, hasMember, European industry federations]
Generated description
European industry federations are sector-based organizations that represent and coordinate the interests of employers or workers across specific industries at the European level.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: European industry federations
Target entity description: European industry federations are sector-based organizations that represent and coordinate the interests of employers or workers across specific industries at the European level.
  • A. Top Industrial Managers for Europe Association
    Top Industrial Managers for Europe Association is a network of leading European engineering and management schools that collaborates to promote high-level industrial and managerial education, student exchanges, and joint degree programs.
  • B. European Trade Union Confederation
    The European Trade Union Confederation is a major umbrella organization representing workers’ and trade union interests at the European level, influencing EU social and economic policy.
  • C. Confindustria chosen
    Confindustria is the main Italian employers’ federation and national association representing manufacturing and service companies.
  • D. European Union agencies
    European Union agencies are specialized bodies of the EU that support its institutions by providing expertise, regulation, and coordination in specific policy areas across member states.
  • E. EU industrial strategy
    The EU industrial strategy is the European Union’s overarching policy framework aimed at strengthening the competitiveness, resilience, and green and digital transformation of its industrial base and small and medium-sized enterprises.
  • F. None of above.

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_69bd43df91f481908e9add1b617b60ef completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd63aff42c8190a924029647b81909 completed March 20, 2026, 3:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69be03c093ac8190869aab6abcfd571f completed March 21, 2026, 2:34 a.m.
NEDg Description generation batch_69be05dfdd9c819080f66ff27ff657b5 completed March 21, 2026, 2:43 a.m.
NED2 Entity disambiguation (via description) batch_69be063f4aa4819099c72d66f5f6c095 completed March 21, 2026, 2:45 a.m.
Created at: March 20, 2026, 1:17 p.m.