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.