Triple
T3766013
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | InOui |
E82677
|
entity |
| Predicate | onboardClassBranding |
P14764
|
FINISHED |
| Object |
First class InOui
First class InOui is the premium, most comfortable travel class offered on SNCF’s high-speed TGV InOui trains, featuring enhanced seating, quieter spaces, and upgraded onboard services.
|
E386841
|
NE FINISHED |
How this triple was built (5 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: First class InOui | Statement: [InOui, onboardClassBranding, First class InOui]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: First class InOui Context triple: [InOui, onboardClassBranding, First class InOui]
-
A.
First Class
First Class is Delta Air Lines’ premium cabin offering enhanced comfort, service, and amenities compared to its standard economy seating.
-
B.
Royal First Class
Royal First Class is Thai Airways International’s premium first-class cabin, providing the airline’s highest level of luxury, comfort, and personalized service.
-
C.
Double First Class Plan
The Double First Class Plan is a Chinese government initiative aimed at developing a group of world-class universities and academic disciplines to enhance the country’s global higher education competitiveness.
-
D.
Premium Laurel Class
Premium Laurel Class is EVA Air’s long-haul business-class product, known for its lie-flat seats, enhanced privacy, and upgraded dining and service compared to economy cabins.
-
E.
Y class
Y class is the standard economy fare class used by airlines, typically representing full-fare economy tickets with the least restrictions on changes and refunds.
- 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: First class InOui Triple: [InOui, onboardClassBranding, First class InOui]
Generated description
First class InOui is the premium, most comfortable travel class offered on SNCF’s high-speed TGV InOui trains, featuring enhanced seating, quieter spaces, and upgraded onboard services.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: First class InOui Target entity description: First class InOui is the premium, most comfortable travel class offered on SNCF’s high-speed TGV InOui trains, featuring enhanced seating, quieter spaces, and upgraded onboard services.
-
A.
First Class
First Class is Delta Air Lines’ premium cabin offering enhanced comfort, service, and amenities compared to its standard economy seating.
-
B.
Royal First Class
Royal First Class is Thai Airways International’s premium first-class cabin, providing the airline’s highest level of luxury, comfort, and personalized service.
-
C.
Double First Class Plan
The Double First Class Plan is a Chinese government initiative aimed at developing a group of world-class universities and academic disciplines to enhance the country’s global higher education competitiveness.
-
D.
Premium Laurel Class
Premium Laurel Class is EVA Air’s long-haul business-class product, known for its lie-flat seats, enhanced privacy, and upgraded dining and service compared to economy cabins.
-
E.
Y class
Y class is the standard economy fare class used by airlines, typically representing full-fare economy tickets with the least restrictions on changes and refunds.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: onboardClassBranding Context triple: [InOui, onboardClassBranding, First class InOui]
-
A.
hasBranding
Indicates that one entity carries, displays, or is associated with the brand identity of another entity.
-
B.
cabinCrewBrand
Indicates a relationship where a cabin crew member is associated with or represents a particular airline brand.
-
C.
onboardPlatform
Indicates that an entity is being added, integrated, or enrolled onto a particular platform so it can start operating or participating there.
-
D.
brandingFeature
chosen
Indicates that one entity serves as a branding-related characteristic, element, or attribute that helps define or distinguish another entity’s brand identity.
-
E.
usesRollingStockBrand
Indicates that one entity employs or operates rolling stock manufactured under a specific brand.
- F. None of above.
Provenance (6 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_69ad8b207b0081909d2b48843fbd8795 |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69adcbfeb52081909c38103beb5dbdcd |
completed | March 8, 2026, 7:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4e5221ab08190a3599afbbd5dbc6e |
completed | March 14, 2026, 4:33 a.m. |
| NEDg | Description generation | batch_69b4e5f07c7081908e1aae715984aac4 |
completed | March 14, 2026, 4:37 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b4e6531b48819083c0d14c2ca4f7c1 |
completed | March 14, 2026, 4:38 a.m. |
| PD | Predicate disambiguation | batch_69adc04ec36c8190bd5b944d4f4d32aa |
completed | March 8, 2026, 6:30 p.m. |
Created at: March 8, 2026, 3:35 p.m.