Triple

T14531089
Position Surface form Disambiguated ID Type / Status
Subject EM Lyon Business School E340916 entity
Predicate founder P104 FINISHED
Object Lyon Chamber of Commerce and Industry
The Lyon Chamber of Commerce and Industry is a regional public institution representing and supporting businesses in the Lyon area through economic development, training, and services to companies and entrepreneurs.
E1104113 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: Lyon Chamber of Commerce and Industry | Statement: [EM Lyon Business School, founder, Lyon Chamber of Commerce and Industry]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lyon Chamber of Commerce and Industry
Context triple: [EM Lyon Business School, founder, Lyon Chamber of Commerce and Industry]
  • 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. Lyon 5th arrondissement
    The Lyon 5th arrondissement is a historic district of Lyon, France, encompassing much of the city’s Old Town, Roman ruins, and major heritage sites on and around Fourvière Hill.
  • C. Société d’Arcueil
    Société d’Arcueil was an early 19th-century French scientific society and research circle centered in Arcueil, known for advancing experimental physics and chemistry through collaboration among leading scientists.
  • D. Lyon 2nd arrondissement
    Lyon 2nd arrondissement is a central district of Lyon, France, known for its historic architecture, major shopping streets, and prominent squares on the Presqu'île between the Rhône and Saône rivers.
  • E. 9th arrondissement of Lyon
    The 9th arrondissement of Lyon is a western district of the city that includes residential neighborhoods, transport hubs, and parts of the historic riverside area along the Saône.
  • 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: Lyon Chamber of Commerce and Industry
Triple: [EM Lyon Business School, founder, Lyon Chamber of Commerce and Industry]
Generated description
The Lyon Chamber of Commerce and Industry is a regional public institution representing and supporting businesses in the Lyon area through economic development, training, and services to companies and entrepreneurs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lyon Chamber of Commerce and Industry
Target entity description: The Lyon Chamber of Commerce and Industry is a regional public institution representing and supporting businesses in the Lyon area through economic development, training, and services to companies and entrepreneurs.
  • 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. Lyon 5th arrondissement
    The Lyon 5th arrondissement is a historic district of Lyon, France, encompassing much of the city’s Old Town, Roman ruins, and major heritage sites on and around Fourvière Hill.
  • C. Société d’Arcueil
    Société d’Arcueil was an early 19th-century French scientific society and research circle centered in Arcueil, known for advancing experimental physics and chemistry through collaboration among leading scientists.
  • D. Lyon 2nd arrondissement
    Lyon 2nd arrondissement is a central district of Lyon, France, known for its historic architecture, major shopping streets, and prominent squares on the Presqu'île between the Rhône and Saône rivers.
  • E. 9th arrondissement of Lyon
    The 9th arrondissement of Lyon is a western district of the city that includes residential neighborhoods, transport hubs, and parts of the historic riverside area along the Saône.
  • 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_69d822dac79c8190a84a073f3cbaced5 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69dea052d01c81909c8592c351be6f35 completed April 14, 2026, 8:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd7a56872c8190a6d2421cb81aeeb1 completed May 8, 2026, 5:53 a.m.
NEDg Description generation batch_69fd7c7764188190b1601bea3b74f4c2 completed May 8, 2026, 6:02 a.m.
NED2 Entity disambiguation (via description) batch_69fd7d3ddc908190ab3afe1a1ab51ac2 completed May 8, 2026, 6:05 a.m.
Created at: April 10, 2026, 1:22 a.m.