Triple
T13475305
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Enrich Miles |
E318234
|
entity |
| Predicate | associatedWith |
P37
|
FINISHED |
| Object |
Malaysia Airlines Enrich program
The Malaysia Airlines Enrich program is the airline’s frequent flyer loyalty scheme that rewards members with miles for flights and partner activities, redeemable for travel and other benefits.
|
E13188
|
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: Malaysia Airlines Enrich program | Statement: [Enrich Miles, associatedWith, Malaysia Airlines Enrich program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Malaysia Airlines Enrich program Context triple: [Enrich Miles, associatedWith, Malaysia Airlines Enrich program]
-
A.
Malaysia Airlines
Malaysia Airlines is the flag carrier of Malaysia, operating international and domestic flights across Asia, Europe, and other regions from its main hub in Kuala Lumpur.
-
B.
Singapore Airlines PPS Club
Singapore Airlines PPS Club is the airline’s top-tier frequent flyer program for premium-class travelers, offering exclusive benefits such as priority services, lounge access, and enhanced mileage rewards.
-
C.
KrisFlyer
KrisFlyer is the loyalty program of Singapore Airlines, allowing members to earn and redeem miles for flights, upgrades, and other travel-related rewards across the airline and its partners.
-
D.
Malindo Air
Malindo Air is a Malaysian hybrid full-service and low-cost airline that became the first operator of the Boeing 737 MAX 8.
-
E.
Malaysia Aviation Group
Malaysia Aviation Group is a Malaysian state-owned aviation holding company that oversees Malaysia Airlines and several related aviation and travel businesses.
- 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: Malaysia Airlines Enrich program Triple: [Enrich Miles, associatedWith, Malaysia Airlines Enrich program]
Generated description
The Malaysia Airlines Enrich program is the airline’s frequent flyer loyalty scheme that rewards members with miles for flights and partner activities, redeemable for travel and other benefits.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Malaysia Airlines Enrich program Target entity description: The Malaysia Airlines Enrich program is the airline’s frequent flyer loyalty scheme that rewards members with miles for flights and partner activities, redeemable for travel and other benefits.
-
A.
Malaysia Airlines
chosen
Malaysia Airlines is the flag carrier of Malaysia, operating international and domestic flights across Asia, Europe, and other regions from its main hub in Kuala Lumpur.
-
B.
Singapore Airlines PPS Club
Singapore Airlines PPS Club is the airline’s top-tier frequent flyer program for premium-class travelers, offering exclusive benefits such as priority services, lounge access, and enhanced mileage rewards.
-
C.
KrisFlyer
KrisFlyer is the loyalty program of Singapore Airlines, allowing members to earn and redeem miles for flights, upgrades, and other travel-related rewards across the airline and its partners.
-
D.
Malindo Air
Malindo Air is a Malaysian hybrid full-service and low-cost airline that became the first operator of the Boeing 737 MAX 8.
-
E.
Malaysia Aviation Group
Malaysia Aviation Group is a Malaysian state-owned aviation holding company that oversees Malaysia Airlines and several related aviation and travel businesses.
- F. None of above.
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_69d806b6bfec819089222715b2e86c8e |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69dbaf2551b48190a074fd256791742d |
completed | April 12, 2026, 2:41 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7462f94988190a857fa8cd32cdd0a |
completed | May 3, 2026, 12:57 p.m. |
| NEDg | Description generation | batch_69f748dfd4f081908fd5d77fe70f9db4 |
completed | May 3, 2026, 1:08 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f74965c53081909c662f7f991849bf |
completed | May 3, 2026, 1:11 p.m. |
Created at: April 9, 2026, 9:42 p.m.