Triple
T5355937
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Air Transat |
E102691
|
entity |
| Predicate | foundedBy |
P104
|
FINISHED |
| Object |
Jean-Marc Eustache
Jean-Marc Eustache is a Canadian businessman best known as a co-founder and longtime leader of the travel company Transat A.T., parent of airline Air Transat.
|
E514166
|
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-Marc Eustache | Statement: [Air Transat, foundedBy, Jean-Marc Eustache]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Jean-Marc Eustache Context triple: [Air Transat, foundedBy, Jean-Marc Eustache]
-
A.
Jean-Louis Guilhaumon
Jean-Louis Guilhaumon is a French cultural organizer and politician best known for creating and developing the renowned Jazz in Marciac festival.
-
B.
Hervé Schneid
Hervé Schneid is a French film editor known for his work on major international films, including Jean-Pierre Jeunet’s "Alien: Resurrection" and "Amélie."
-
C.
Gérard Lopez
Gérard Lopez is a Luxembourgish-Spanish businessman and investor known for owning and leading several European football clubs, including Girondins de Bordeaux and previously Lille OSC.
-
D.
Alain Glavieux
Alain Glavieux was a French engineer and information theorist best known as a co-inventor of turbo codes, a breakthrough in error-correcting coding that revolutionized digital communications.
-
E.
Jean-Claude Olivier
Jean-Claude Olivier is a writer associated with the Juicy brand or publication.
- 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-Marc Eustache Triple: [Air Transat, foundedBy, Jean-Marc Eustache]
Generated description
Jean-Marc Eustache is a Canadian businessman best known as a co-founder and longtime leader of the travel company Transat A.T., parent of airline Air Transat.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Jean-Marc Eustache Target entity description: Jean-Marc Eustache is a Canadian businessman best known as a co-founder and longtime leader of the travel company Transat A.T., parent of airline Air Transat.
-
A.
Jean-Louis Guilhaumon
Jean-Louis Guilhaumon is a French cultural organizer and politician best known for creating and developing the renowned Jazz in Marciac festival.
-
B.
Hervé Schneid
Hervé Schneid is a French film editor known for his work on major international films, including Jean-Pierre Jeunet’s "Alien: Resurrection" and "Amélie."
-
C.
Gérard Lopez
Gérard Lopez is a Luxembourgish-Spanish businessman and investor known for owning and leading several European football clubs, including Girondins de Bordeaux and previously Lille OSC.
-
D.
Alain Glavieux
Alain Glavieux was a French engineer and information theorist best known as a co-inventor of turbo codes, a breakthrough in error-correcting coding that revolutionized digital communications.
-
E.
Jean-Claude Olivier
Jean-Claude Olivier is a writer associated with the Juicy brand or publication.
- 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_69bd43d8f7248190b64c140734b5c9a8 |
completed | March 20, 2026, 12:55 p.m. |
| NER | Named-entity recognition | batch_69bd862f0ea48190bec78690ab3bee51 |
completed | March 20, 2026, 5:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf21e2b7b08190aca4c2855ff041de |
completed | March 21, 2026, 10:55 p.m. |
| NEDg | Description generation | batch_69bf228956d481909e9f3c11f4597cce |
completed | March 21, 2026, 10:58 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf230b571481909f76ada72d94c8d8 |
completed | March 21, 2026, 11 p.m. |
Created at: March 20, 2026, 2:01 p.m.