Triple

T12450222
Position Surface form Disambiguated ID Type / Status
Subject Luxembourg Chamber of Commerce E297510 entity
Predicate memberOf P10 FINISHED
Object Chambers of Commerce and Industry of the Grand Duchy of Luxembourg
The Chambers of Commerce and Industry of the Grand Duchy of Luxembourg is the national umbrella organization representing and supporting Luxembourg’s business community and its various professional chambers.
E297510 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: Chambers of Commerce and Industry of the Grand Duchy of Luxembourg | Statement: [Luxembourg Chamber of Commerce, memberOf, Chambers of Commerce and Industry of the Grand Duchy of Luxembourg]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Chambers of Commerce and Industry of the Grand Duchy of Luxembourg
Context triple: [Luxembourg Chamber of Commerce, memberOf, Chambers of Commerce and Industry of the Grand Duchy of Luxembourg]
  • A. 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.
  • B. Council of Commerce
    The Council of Commerce was a French advisory body under the early 18th‑century polysynody system, responsible for overseeing and guiding royal commercial and economic policy.
  • C. 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.
  • D. Belgian chambers of commerce abroad
    Belgian chambers of commerce abroad are organizations that support Belgian businesses and professionals internationally by promoting trade, investment, and economic ties between Belgium and host countries.
  • 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: Chambers of Commerce and Industry of the Grand Duchy of Luxembourg
Triple: [Luxembourg Chamber of Commerce, memberOf, Chambers of Commerce and Industry of the Grand Duchy of Luxembourg]
Generated description
The Chambers of Commerce and Industry of the Grand Duchy of Luxembourg is the national umbrella organization representing and supporting Luxembourg’s business community and its various professional chambers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Chambers of Commerce and Industry of the Grand Duchy of Luxembourg
Target entity description: The Chambers of Commerce and Industry of the Grand Duchy of Luxembourg is the national umbrella organization representing and supporting Luxembourg’s business community and its various professional chambers.
  • A. Luxembourg Chamber of Commerce chosen
    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.
  • B. Council of Commerce
    The Council of Commerce was a French advisory body under the early 18th‑century polysynody system, responsible for overseeing and guiding royal commercial and economic policy.
  • C. 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.
  • D. Belgian chambers of commerce abroad
    Belgian chambers of commerce abroad are organizations that support Belgian businesses and professionals internationally by promoting trade, investment, and economic ties between Belgium and host countries.
  • 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.

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_69d6ada166c48190b902972cd2408fa3 completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d94d9fa5f0819080ca9f6efa212c59 completed April 10, 2026, 7:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69f63f1501448190b0a95d7cd249ca9d completed May 2, 2026, 6:14 p.m.
NEDg Description generation batch_69f640ef7dd08190bf78d04cffac1a44 completed May 2, 2026, 6:22 p.m.
NED2 Entity disambiguation (via description) batch_69f641abe114819093d99a327f2220c2 completed May 2, 2026, 6:25 p.m.
Created at: April 8, 2026, 9:56 p.m.