Triple
T4208410
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Premium Economy |
E93837
|
entity |
| Predicate | lessExpensiveThan |
P16098
|
FINISHED |
| Object | Business Class |
E299589
|
NE FINISHED |
How this triple was built (3 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: Business Class | Statement: [Premium Economy, lessExpensiveThan, Business Class]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Business Class Context triple: [Premium Economy, lessExpensiveThan, Business Class]
-
A.
Business Class
chosen
Business Class is a premium airline cabin that provides enhanced comfort, service, and amenities compared to economy class.
-
B.
Business Premier
Business Premier is Air New Zealand’s flagship long-haul business class product, offering lie-flat seats, premium dining, and enhanced comfort and service for international travelers.
-
C.
Enterprise Business
Enterprise Business is Huawei's division focused on providing ICT infrastructure and digital transformation solutions to enterprise and government customers worldwide.
-
D.
Business Plus
Business Plus is a publishing imprint focused on business, management, and personal finance titles.
-
E.
Enterprise
Enterprise is a small city in southeastern Alabama known for its agricultural heritage and the Boll Weevil Monument symbolizing the region’s shift from cotton to peanut farming.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: lessExpensiveThan Context triple: [Premium Economy, lessExpensiveThan, Business Class]
-
A.
priceRelationship
chosen
Indicates a comparative relationship between the prices of two entities, such as one being higher, lower, or equal to the other.
-
B.
lessWorthyThan
Indicates that one entity is considered to have lower value, merit, or worth compared to another entity.
-
C.
reducedCostOf
Indicates that one entity represents a lowered or discounted cost associated with another entity, typically compared to a standard or original price.
-
D.
isValuePriced
Indicates that something is offered at a relatively low or favorable price compared to typical or premium alternatives.
-
E.
hasLessFinancialPowersThan
Indicates that one entity’s authority or capacity to make financial decisions or control financial resources is lower or more limited than that of another entity.
- F. None of above.
Provenance (4 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_69b3451743608190808f41d17ccf2650 |
completed | March 12, 2026, 10:58 p.m. |
| NER | Named-entity recognition | batch_69b34e098da881909a0cc339cc186627 |
completed | March 12, 2026, 11:36 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5962bb63c81909e28a958323edb82 |
completed | March 14, 2026, 5:08 p.m. |
| PD | Predicate disambiguation | batch_69b347efd9b08190bb50f82e4e7fe06d |
completed | March 12, 2026, 11:10 p.m. |
Created at: March 12, 2026, 11:03 p.m.