Triple
T681362
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Malaysia Airlines |
E13188
|
entity |
| Predicate | mainHub |
P423
|
FINISHED |
| Object |
Kuala Lumpur International Airport
Kuala Lumpur International Airport is Malaysia’s primary international gateway and one of Southeast Asia’s major aviation hubs, serving as the central base for Malaysia Airlines and numerous global carriers.
|
E83764
|
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: Kuala Lumpur International Airport | Statement: [Malaysia Airlines, mainHub, Kuala Lumpur International Airport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kuala Lumpur International Airport Context triple: [Malaysia Airlines, mainHub, Kuala Lumpur International Airport]
-
A.
Nadi International Airport
Nadi International Airport is Fiji’s main international gateway and busiest airport, serving as the primary hub for international flights to and from the country.
-
B.
Juanda International Airport
Juanda International Airport is a major international airport serving the city of Surabaya and the surrounding East Java region in Indonesia.
-
C.
Suvarnabhumi Airport
Suvarnabhumi Airport is Bangkok’s main international airport and one of Southeast Asia’s busiest aviation hubs.
-
D.
Hong Kong International Airport
Hong Kong International Airport is a major global aviation hub and one of the world’s busiest passenger and cargo airports, serving Hong Kong with extensive international connections.
-
E.
Hana Airport
Hana Airport is a small regional airport serving the remote town of Hāna on the eastern coast of Maui, Hawaii.
- 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: Kuala Lumpur International Airport Triple: [Malaysia Airlines, mainHub, Kuala Lumpur International Airport]
Generated description
Kuala Lumpur International Airport is Malaysia’s primary international gateway and one of Southeast Asia’s major aviation hubs, serving as the central base for Malaysia Airlines and numerous global carriers.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kuala Lumpur International Airport Target entity description: Kuala Lumpur International Airport is Malaysia’s primary international gateway and one of Southeast Asia’s major aviation hubs, serving as the central base for Malaysia Airlines and numerous global carriers.
-
A.
Nadi International Airport
Nadi International Airport is Fiji’s main international gateway and busiest airport, serving as the primary hub for international flights to and from the country.
-
B.
Juanda International Airport
Juanda International Airport is a major international airport serving the city of Surabaya and the surrounding East Java region in Indonesia.
-
C.
Suvarnabhumi Airport
Suvarnabhumi Airport is Bangkok’s main international airport and one of Southeast Asia’s busiest aviation hubs.
-
D.
Hong Kong International Airport
Hong Kong International Airport is a major global aviation hub and one of the world’s busiest passenger and cargo airports, serving Hong Kong with extensive international connections.
-
E.
Hana Airport
Hana Airport is a small regional airport serving the remote town of Hāna on the eastern coast of Maui, Hawaii.
- 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_69a4933d3bf88190972041cd8cf143b9 |
completed | March 1, 2026, 7:27 p.m. |
| NER | Named-entity recognition | batch_69a4a06e294c8190873116a3253e04f9 |
completed | March 1, 2026, 8:24 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a5dca153e081908facd835a79da25d |
completed | March 2, 2026, 6:53 p.m. |
| NEDg | Description generation | batch_69a5e1aaab8481908a1626df7632536e |
completed | March 2, 2026, 7:14 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a5fb5cf9f08190b28b64bcaae25596 |
completed | March 2, 2026, 9:04 p.m. |
Created at: March 1, 2026, 7:36 p.m.