Triple
T3300502
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Avios |
E69318
|
entity |
| Predicate | operatedBy |
P86
|
FINISHED |
| Object |
IAG Loyalty
IAG Loyalty is a subsidiary of International Airlines Group that manages the Avios travel rewards currency and loyalty programs for multiple airlines and partners.
|
E346414
|
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: IAG Loyalty | Statement: [Avios, operatedBy, IAG Loyalty]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: IAG Loyalty Context triple: [Avios, operatedBy, IAG Loyalty]
-
A.
TUI Airways
TUI Airways is a British charter and scheduled airline that primarily serves leisure destinations across Europe and worldwide as part of the TUI Group.
-
B.
Virgin Atlantic Holidays
Virgin Atlantic Holidays is a UK-based tour operator that offers package holidays and travel services, primarily featuring flights with Virgin Atlantic Airways.
-
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.
Emirates Skywards
Emirates Skywards is the loyalty program of Emirates airline, allowing members to earn and redeem miles for flights, upgrades, and other travel-related rewards.
-
E.
Milliways
Milliways is the fictional, time-defying "Restaurant at the End of the Universe" from Douglas Adams' The Hitchhiker's Guide to the Galaxy series, where diners watch the cosmos end as dinner entertainment.
- 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: IAG Loyalty Triple: [Avios, operatedBy, IAG Loyalty]
Generated description
IAG Loyalty is a subsidiary of International Airlines Group that manages the Avios travel rewards currency and loyalty programs for multiple airlines and partners.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: IAG Loyalty Target entity description: IAG Loyalty is a subsidiary of International Airlines Group that manages the Avios travel rewards currency and loyalty programs for multiple airlines and partners.
-
A.
TUI Airways
TUI Airways is a British charter and scheduled airline that primarily serves leisure destinations across Europe and worldwide as part of the TUI Group.
-
B.
Virgin Atlantic Holidays
Virgin Atlantic Holidays is a UK-based tour operator that offers package holidays and travel services, primarily featuring flights with Virgin Atlantic Airways.
-
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.
Emirates Skywards
Emirates Skywards is the loyalty program of Emirates airline, allowing members to earn and redeem miles for flights, upgrades, and other travel-related rewards.
-
E.
Milliways
Milliways is the fictional, time-defying "Restaurant at the End of the Universe" from Douglas Adams' The Hitchhiker's Guide to the Galaxy series, where diners watch the cosmos end as dinner entertainment.
- 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_69ad859e529c8190a404273f53cb487d |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adb0a66fcc819093931fe7a6507723 |
completed | March 8, 2026, 5:23 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b2f3db14ac819083182f56c60b61b2 |
completed | March 12, 2026, 5:11 p.m. |
| NEDg | Description generation | batch_69b2fa0ed27c8190a32c153b44b7b2dd |
completed | March 12, 2026, 5:38 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b312b273b48190a949e61b87722084 |
completed | March 12, 2026, 7:23 p.m. |
Created at: March 8, 2026, 3:11 p.m.