Triple
T18882441
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Eiffage |
E461864
|
entity |
| Predicate | foundedBy |
P104
|
FINISHED |
| Object |
Jean-François Roverato
Jean-François Roverato is a French businessman best known as the founder of the major construction and concessions group Eiffage.
|
E1419009
|
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: Jean-François Roverato | Statement: [Eiffage, foundedBy, Jean-François Roverato]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Jean-François Roverato Context triple: [Eiffage, foundedBy, Jean-François Roverato]
-
A.
Christophe Balestra
Christophe Balestra is a French video game developer best known as the former co-president of Naughty Dog, where he helped lead development on acclaimed series like Uncharted and The Last of Us.
-
B.
Thierry Mariani
Thierry Mariani is a French politician known for his long parliamentary career on the right and later alignment with the nationalist party National Rally.
-
C.
Michel Poletti
Michel Poletti is a French trail-running organizer best known for co-founding and directing the Ultra-Trail du Mont-Blanc, one of the world’s most prestigious ultramarathons.
-
D.
Ludovic Rohart
Ludovic Rohart is a French local politician serving as the mayor of the northern commune of Orchies.
-
E.
Jean-Marc Rochette
Jean-Marc Rochette is a French comics artist best known for his work on the post-apocalyptic graphic novel series that inspired the film and TV franchise "Snowpiercer."
- 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: Jean-François Roverato Triple: [Eiffage, foundedBy, Jean-François Roverato]
Generated description
Jean-François Roverato is a French businessman best known as the founder of the major construction and concessions group Eiffage.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Jean-François Roverato Target entity description: Jean-François Roverato is a French businessman best known as the founder of the major construction and concessions group Eiffage.
-
A.
Christophe Balestra
Christophe Balestra is a French video game developer best known as the former co-president of Naughty Dog, where he helped lead development on acclaimed series like Uncharted and The Last of Us.
-
B.
Thierry Mariani
Thierry Mariani is a French politician known for his long parliamentary career on the right and later alignment with the nationalist party National Rally.
-
C.
Michel Poletti
Michel Poletti is a French trail-running organizer best known for co-founding and directing the Ultra-Trail du Mont-Blanc, one of the world’s most prestigious ultramarathons.
-
D.
Ludovic Rohart
Ludovic Rohart is a French local politician serving as the mayor of the northern commune of Orchies.
-
E.
Jean-Marc Rochette
Jean-Marc Rochette is a French comics artist best known for his work on the post-apocalyptic graphic novel series that inspired the film and TV franchise "Snowpiercer."
- 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_69d8dcfc3430819095ee6fc0eb4c06a5 |
completed | April 10, 2026, 11:20 a.m. |
| NER | Named-entity recognition | batch_69e5c3d3286081908c1ae2cb413b49aa |
completed | April 20, 2026, 6:12 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a084b6ee5788190abc51a6ee4123ba3 |
completed | May 16, 2026, 10:48 a.m. |
| NEDg | Description generation | batch_6a084be2bcc88190b7d369c07da59c11 |
completed | May 16, 2026, 10:50 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a084c99487c81908dd132f118846f0c |
completed | May 16, 2026, 10:53 a.m. |
Created at: April 10, 2026, 11:57 a.m.