Triple
T8141961
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sky Priority services |
E190117
|
entity |
| Predicate | marketingTermOf |
P24366
|
FINISHED |
| Object |
Delta Air Lines premium services
Delta Air Lines premium services comprise enhanced airport and in-flight offerings—such as priority check-in, boarding, baggage handling, and upgraded cabin experiences—designed to provide greater comfort, convenience, and exclusivity for higher-fare and elite-status customers.
|
E55205
|
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: Delta Air Lines premium services | Statement: [Sky Priority services, marketingTermOf, Delta Air Lines premium services]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Delta Air Lines premium services Context triple: [Sky Priority services, marketingTermOf, Delta Air Lines premium services]
-
A.
Delta Sky Club
Delta Sky Club is Delta Air Lines’ network of airport lounges offering travelers premium amenities such as comfortable seating, complimentary food and beverages, workspaces, and Wi‑Fi access.
-
B.
American Airlines Admirals Club
American Airlines Admirals Club is the airline’s network of membership-based airport lounges offering travelers comfortable seating, complimentary refreshments, workspaces, and other amenities across numerous domestic and international locations.
-
C.
Miles & More
Miles & More is Lufthansa’s loyalty program that rewards frequent travelers with miles redeemable for flights, upgrades, and other travel-related benefits across partner airlines and services.
-
D.
Delta Air Lines
Delta Air Lines is a major U.S.-based global airline headquartered in Atlanta, known for its extensive domestic and international route network and membership in the SkyTeam alliance.
-
E.
Delta One (Delta Air Lines)
Delta One is Delta Air Lines’ premium international and long-haul business-class cabin, featuring lie-flat seats, enhanced dining, and elevated service.
- 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: Delta Air Lines premium services Triple: [Sky Priority services, marketingTermOf, Delta Air Lines premium services]
Generated description
Delta Air Lines premium services comprise enhanced airport and in-flight offerings—such as priority check-in, boarding, baggage handling, and upgraded cabin experiences—designed to provide greater comfort, convenience, and exclusivity for higher-fare and elite-status customers.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Delta Air Lines premium services Target entity description: Delta Air Lines premium services comprise enhanced airport and in-flight offerings—such as priority check-in, boarding, baggage handling, and upgraded cabin experiences—designed to provide greater comfort, convenience, and exclusivity for higher-fare and elite-status customers.
-
A.
Delta Sky Club
Delta Sky Club is Delta Air Lines’ network of airport lounges offering travelers premium amenities such as comfortable seating, complimentary food and beverages, workspaces, and Wi‑Fi access.
-
B.
American Airlines Admirals Club
American Airlines Admirals Club is the airline’s network of membership-based airport lounges offering travelers comfortable seating, complimentary refreshments, workspaces, and other amenities across numerous domestic and international locations.
-
C.
Miles & More
Miles & More is Lufthansa’s loyalty program that rewards frequent travelers with miles redeemable for flights, upgrades, and other travel-related benefits across partner airlines and services.
-
D.
Delta Air Lines
Delta Air Lines is a major U.S.-based global airline headquartered in Atlanta, known for its extensive domestic and international route network and membership in the SkyTeam alliance.
-
E.
Delta One (Delta Air Lines)
chosen
Delta One is Delta Air Lines’ premium international and long-haul business-class cabin, featuring lie-flat seats, enhanced dining, and elevated service.
- F. None of above.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: marketingTermOf Context triple: [Sky Priority services, marketingTermOf, Delta Air Lines premium services]
-
A.
marketingNameOf
chosen
Indicates that one entity is the marketing or brand name used to promote or refer to another entity.
-
B.
marketingAs
Indicates that one entity is being presented, promoted, or branded to others as if it were another specified entity, role, or category.
-
C.
marketingUse
Indicates that something is used for marketing purposes, such as promotion, advertising, or brand communication.
-
D.
typicalTerm
Indicates that something is a standard, representative, or characteristic term typically associated with a given concept or context.
-
E.
campaignAcronym
Indicates that one entity is the abbreviated or short-form name (acronym) used to refer to a particular campaign.
- 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_69ca82bd9900819099477cdc2eb4244f |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb4443a3748190bbae79f1d673c03d |
completed | March 31, 2026, 3:49 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cc94a9ecd08190a029a8d76d9f3bb1 |
completed | April 1, 2026, 3:44 a.m. |
| NEDg | Description generation | batch_69cc95c228c08190a603c1dff44ff299 |
completed | April 1, 2026, 3:49 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cc96b02d38819085eb51c1943b3045 |
completed | April 1, 2026, 3:53 a.m. |
| PD | Predicate disambiguation | batch_69cb369c0d0481908762c488d7f77e74 |
completed | March 31, 2026, 2:51 a.m. |
Created at: March 30, 2026, 5:36 p.m.