Triple
T3199911
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Emirates |
E67024
|
entity |
| Predicate | frequentFlyerProgram |
P178
|
FINISHED |
| Object |
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.
|
E336809
|
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: Emirates Skywards | Statement: [Emirates, frequentFlyerProgram, Emirates Skywards]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Emirates Skywards Context triple: [Emirates, frequentFlyerProgram, Emirates Skywards]
-
A.
Qantas Frequent Flyer
Qantas Frequent Flyer is the loyalty program of Qantas Airways that rewards members with points and status benefits for flying and everyday spending.
-
B.
Turkish Airlines Miles&Smiles Elite
Turkish Airlines Miles&Smiles Elite is a frequent flyer tier that grants Star Alliance Gold-level benefits such as priority services, extra baggage allowance, and lounge access across the alliance network.
-
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.
Lufthansa Miles & More Senator
Lufthansa Miles & More Senator is a mid-tier elite frequent flyer status that grants Star Alliance Gold benefits such as priority services, extra baggage, and lounge access across the alliance.
-
E.
Avios
Avios is a travel rewards currency used by several major airlines and loyalty programs, allowing members to earn and redeem points for flights and related travel benefits.
- 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: Emirates Skywards Triple: [Emirates, frequentFlyerProgram, Emirates Skywards]
Generated description
Emirates Skywards is the loyalty program of Emirates airline, allowing members to earn and redeem miles for flights, upgrades, and other travel-related rewards.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Emirates Skywards Target entity description: Emirates Skywards is the loyalty program of Emirates airline, allowing members to earn and redeem miles for flights, upgrades, and other travel-related rewards.
-
A.
Qantas Frequent Flyer
Qantas Frequent Flyer is the loyalty program of Qantas Airways that rewards members with points and status benefits for flying and everyday spending.
-
B.
Turkish Airlines Miles&Smiles Elite
Turkish Airlines Miles&Smiles Elite is a frequent flyer tier that grants Star Alliance Gold-level benefits such as priority services, extra baggage allowance, and lounge access across the alliance network.
-
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.
Lufthansa Miles & More Senator
Lufthansa Miles & More Senator is a mid-tier elite frequent flyer status that grants Star Alliance Gold benefits such as priority services, extra baggage, and lounge access across the alliance.
-
E.
Avios
Avios is a travel rewards currency used by several major airlines and loyalty programs, allowing members to earn and redeem points for flights and related travel benefits.
- 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_69ad8589bd988190afa7ed2bdffb7b33 |
completed | March 8, 2026, 2:19 p.m. |
| NER | Named-entity recognition | batch_69ada9ad4b1c8190bc6ad0f025f238c8 |
completed | March 8, 2026, 4:54 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b24bc3695c8190abd58dbc74ca2271 |
completed | March 12, 2026, 5:14 a.m. |
| NEDg | Description generation | batch_69b24d677ca8819094cb03360ac885da |
completed | March 12, 2026, 5:21 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b25178f3c08190be78bdbd0cdfc5f3 |
completed | March 12, 2026, 5:39 a.m. |
Created at: March 8, 2026, 3:07 p.m.