Triple
T16835182
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | KLIA Ekspres |
E409255
|
entity |
| Predicate | relatedService |
P12758
|
FINISHED |
| Object |
KLIA Transit
KLIA Transit is a Malaysian airport rail service that makes multiple stops between Kuala Lumpur and Kuala Lumpur International Airport, complementing the non-stop KLIA Ekspres service.
|
E1261120
|
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: KLIA Transit | Statement: [KLIA Ekspres, relatedService, KLIA Transit]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: KLIA Transit Context triple: [KLIA Ekspres, relatedService, KLIA Transit]
-
A.
KLIA2
KLIA2 is the low-cost carrier terminal at Kuala Lumpur International Airport, serving as a major hub for budget airlines in Malaysia.
-
B.
KLIA Ekspres
KLIA Ekspres is a high-speed airport rail service in Malaysia that provides a non-stop connection between central Kuala Lumpur and Kuala Lumpur International Airport.
-
C.
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.
-
D.
Johor Bahru Airport
Johor Bahru Airport is a major international airport in the Malaysian state of Johor, serving the city of Johor Bahru and the surrounding southern region of Peninsular Malaysia.
-
E.
Melaka International Airport
Melaka International Airport is a regional public airport serving the state of Malacca in Malaysia, handling domestic flights and limited international services.
- 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: KLIA Transit Triple: [KLIA Ekspres, relatedService, KLIA Transit]
Generated description
KLIA Transit is a Malaysian airport rail service that makes multiple stops between Kuala Lumpur and Kuala Lumpur International Airport, complementing the non-stop KLIA Ekspres service.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: KLIA Transit Target entity description: KLIA Transit is a Malaysian airport rail service that makes multiple stops between Kuala Lumpur and Kuala Lumpur International Airport, complementing the non-stop KLIA Ekspres service.
-
A.
KLIA2
KLIA2 is the low-cost carrier terminal at Kuala Lumpur International Airport, serving as a major hub for budget airlines in Malaysia.
-
B.
KLIA Ekspres
KLIA Ekspres is a high-speed airport rail service in Malaysia that provides a non-stop connection between central Kuala Lumpur and Kuala Lumpur International Airport.
-
C.
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.
-
D.
Johor Bahru Airport
Johor Bahru Airport is a major international airport in the Malaysian state of Johor, serving the city of Johor Bahru and the surrounding southern region of Peninsular Malaysia.
-
E.
Melaka International Airport
Melaka International Airport is a regional public airport serving the state of Malacca in Malaysia, handling domestic flights and limited international services.
- 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_69d883952b048190887740a980b712ed |
completed | April 10, 2026, 4:59 a.m. |
| NER | Named-entity recognition | batch_69e3b31aa44c8190b4f402f1898e6998 |
completed | April 18, 2026, 4:36 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0180bf3d308190b4965d57fe327a52 |
completed | May 11, 2026, 7:09 a.m. |
| NEDg | Description generation | batch_6a0181fcce3081909822812f113f24c8 |
completed | May 11, 2026, 7:15 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0182ccd104819088569cf0be87b4d3 |
completed | May 11, 2026, 7:18 a.m. |
Created at: April 10, 2026, 5:23 a.m.