Triple

T7154920
Position Surface form Disambiguated ID Type / Status
Subject CCIP E166784 entity
Predicate partOf P40 FINISHED
Object French chambers of commerce and industry network
The French chambers of commerce and industry network is a nationwide system of public institutions that support and represent businesses, provide training, and promote economic development across France.
E644907 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: French chambers of commerce and industry network | Statement: [CCIP, partOf, French chambers of commerce and industry network]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: French chambers of commerce and industry network
Context triple: [CCIP, partOf, French chambers of commerce and industry network]
  • A. Chambre de Commerce et d’Industrie de Paris
    The Chambre de Commerce et d’Industrie de Paris is a major French public institution representing and supporting businesses in the Paris region through economic development, training, and advisory services.
  • B. French Ministry of Commerce and Industry
    The French Ministry of Commerce and Industry was a government department responsible for overseeing France’s commercial policy, industrial development, and major trade-related initiatives during the late 19th and early 20th centuries.
  • C. 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.
  • D. International Chamber of Commerce
    The International Chamber of Commerce is a global business organization that represents companies worldwide and sets widely used rules and standards to facilitate international trade and investment.
  • E. 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.
  • 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: French chambers of commerce and industry network
Triple: [CCIP, partOf, French chambers of commerce and industry network]
Generated description
The French chambers of commerce and industry network is a nationwide system of public institutions that support and represent businesses, provide training, and promote economic development across France.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: French chambers of commerce and industry network
Target entity description: The French chambers of commerce and industry network is a nationwide system of public institutions that support and represent businesses, provide training, and promote economic development across France.
  • A. Chambre de Commerce et d’Industrie de Paris
    The Chambre de Commerce et d’Industrie de Paris is a major French public institution representing and supporting businesses in the Paris region through economic development, training, and advisory services.
  • B. French Ministry of Commerce and Industry
    The French Ministry of Commerce and Industry was a government department responsible for overseeing France’s commercial policy, industrial development, and major trade-related initiatives during the late 19th and early 20th centuries.
  • C. 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.
  • D. International Chamber of Commerce
    The International Chamber of Commerce is a global business organization that represents companies worldwide and sets widely used rules and standards to facilitate international trade and investment.
  • E. 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.
  • 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_69c68887a5cc8190bec0ea96227164f7 completed March 27, 2026, 1:39 p.m.
NER Named-entity recognition batch_69c6e80c747c8190a017a2b1c3e78a3f completed March 27, 2026, 8:26 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7adb0ea288190b7eef76de30a3a1e completed March 28, 2026, 10:30 a.m.
NEDg Description generation batch_69c7ae1bde448190b546d292d213c8c9 completed March 28, 2026, 10:31 a.m.
NED2 Entity disambiguation (via description) batch_69c7ae73e1a88190a18488b3155b2542 completed March 28, 2026, 10:33 a.m.
Created at: March 27, 2026, 2:47 p.m.