Triple

T15932373
Position Surface form Disambiguated ID Type / Status
Subject Luxembourgish franc E386352 entity
Predicate category P87 FINISHED
Object Economy of Luxembourg
The economy of Luxembourg is a highly developed, high-income economy characterized by a dominant financial services sector, strong international investment, and one of the highest GDP per capita levels in the world.
E1185063 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: Economy of Luxembourg | Statement: [Luxembourgish franc, category, Economy of Luxembourg]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Economy of Luxembourg
Context triple: [Luxembourgish franc, category, Economy of Luxembourg]
  • A. Government of Luxembourg
    The Government of Luxembourg is the executive branch of the Grand Duchy of Luxembourg, responsible for national policy-making and administration under the constitutional monarchy headed by the Grand Duke.
  • B. Luxembourg Chamber of Commerce
    The Luxembourg Chamber of Commerce is the main national institution representing and supporting businesses and economic interests in Luxembourg through advocacy, services, and promotion of the country’s economic development.
  • C. Grand Ducal estates of Luxembourg
    The Grand Ducal estates of Luxembourg comprise the official residences and properties owned and used by the Grand Ducal family of Luxembourg for ceremonial, residential, and administrative purposes.
  • D. Luxembourg Jobs Summit 1997
    The Luxembourg Jobs Summit 1997 was a landmark European Union meeting that launched the EU’s coordinated employment strategy and set the foundation for common Employment Guidelines across member states.
  • E. Ministry of Foreign and European Affairs of Luxembourg
    The Ministry of Foreign and European Affairs of Luxembourg is the government department responsible for managing the country’s foreign policy, diplomatic relations, and European Union affairs.
  • 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: Economy of Luxembourg
Triple: [Luxembourgish franc, category, Economy of Luxembourg]
Generated description
The economy of Luxembourg is a highly developed, high-income economy characterized by a dominant financial services sector, strong international investment, and one of the highest GDP per capita levels in the world.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Economy of Luxembourg
Target entity description: The economy of Luxembourg is a highly developed, high-income economy characterized by a dominant financial services sector, strong international investment, and one of the highest GDP per capita levels in the world.
  • A. Government of Luxembourg
    The Government of Luxembourg is the executive branch of the Grand Duchy of Luxembourg, responsible for national policy-making and administration under the constitutional monarchy headed by the Grand Duke.
  • B. Luxembourg Chamber of Commerce
    The Luxembourg Chamber of Commerce is the main national institution representing and supporting businesses and economic interests in Luxembourg through advocacy, services, and promotion of the country’s economic development.
  • C. Grand Ducal estates of Luxembourg
    The Grand Ducal estates of Luxembourg comprise the official residences and properties owned and used by the Grand Ducal family of Luxembourg for ceremonial, residential, and administrative purposes.
  • D. Luxembourg Jobs Summit 1997
    The Luxembourg Jobs Summit 1997 was a landmark European Union meeting that launched the EU’s coordinated employment strategy and set the foundation for common Employment Guidelines across member states.
  • E. Ministry of Foreign and European Affairs of Luxembourg
    The Ministry of Foreign and European Affairs of Luxembourg is the government department responsible for managing the country’s foreign policy, diplomatic relations, and European Union affairs.
  • 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_69d86da750008190987eb26be3f6c118 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e156a6d9b88190b461d12d69b12ac0 completed April 16, 2026, 9:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69ffb5b2a8888190824f2252b65920f2 completed May 9, 2026, 10:31 p.m.
NEDg Description generation batch_69ffb677927c8190bd45e7bae5fcf1ed completed May 9, 2026, 10:34 p.m.
NED2 Entity disambiguation (via description) batch_69ffb7468fb88190a56cf1df5bd20f63 completed May 9, 2026, 10:37 p.m.
Created at: April 10, 2026, 4:52 a.m.