Triple
T788541
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Air France |
E16857
|
entity |
| Predicate | offersServiceClass |
P849
|
FINISHED |
| Object |
Premium Economy
Premium Economy is an airline cabin class that offers more comfort, space, and amenities than standard economy while remaining less expensive and exclusive than business class.
|
E93837
|
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: Premium Economy | Statement: [Air France, offersServiceClass, Premium Economy]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Premium Economy Context triple: [Air France, offersServiceClass, Premium Economy]
-
A.
Economy Class
Economy Class is the standard, most affordable passenger cabin on commercial airlines, offering basic seating and services compared to premium cabins.
-
B.
Economy Plus
Economy Plus is United Airlines’ extra-legroom economy seating option that offers more space and enhanced comfort compared to standard economy seats.
-
C.
First Class
First Class is Delta Air Lines’ premium cabin offering enhanced comfort, service, and amenities compared to its standard economy seating.
-
D.
SkyTeam Elite Plus
SkyTeam Elite Plus is the top-tier frequent flyer status in the SkyTeam airline alliance, offering extensive premium benefits such as priority services, extra baggage allowance, and lounge access across member airlines.
-
E.
Star Alliance Gold
Star Alliance Gold is the top-tier frequent flyer status within the Star Alliance network, offering enhanced benefits such as priority services, extra baggage allowance, and lounge access across member airlines.
- 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: Premium Economy Triple: [Air France, offersServiceClass, Premium Economy]
Generated description
Premium Economy is an airline cabin class that offers more comfort, space, and amenities than standard economy while remaining less expensive and exclusive than business class.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Premium Economy Target entity description: Premium Economy is an airline cabin class that offers more comfort, space, and amenities than standard economy while remaining less expensive and exclusive than business class.
-
A.
Economy Class
Economy Class is the standard, most affordable passenger cabin on commercial airlines, offering basic seating and services compared to premium cabins.
-
B.
Economy Plus
Economy Plus is United Airlines’ extra-legroom economy seating option that offers more space and enhanced comfort compared to standard economy seats.
-
C.
First Class
First Class is Delta Air Lines’ premium cabin offering enhanced comfort, service, and amenities compared to its standard economy seating.
-
D.
SkyTeam Elite Plus
SkyTeam Elite Plus is the top-tier frequent flyer status in the SkyTeam airline alliance, offering extensive premium benefits such as priority services, extra baggage allowance, and lounge access across member airlines.
-
E.
Star Alliance Gold
Star Alliance Gold is the top-tier frequent flyer status within the Star Alliance network, offering enhanced benefits such as priority services, extra baggage allowance, and lounge access across member airlines.
- 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_69a4936cb7448190914f5fe4b8d81607 |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a4a782fe988190966b958673fe12bf |
completed | March 1, 2026, 8:54 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a6787eac608190acc40d56f827284e |
completed | March 3, 2026, 5:58 a.m. |
| NEDg | Description generation | batch_69a67a663f6c819084b5dffdde3531aa |
completed | March 3, 2026, 6:06 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a67b1d50b0819088232ad797babced |
completed | March 3, 2026, 6:09 a.m. |
Created at: March 1, 2026, 7:38 p.m.