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.