Triple
T16405482
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Malaysia Airports Holdings Berhad |
E398413
|
entity |
| Predicate | hasSubsidiary |
P254
|
FINISHED |
| Object |
Malaysia Airports Consultancy Services Sdn Bhd
Malaysia Airports Consultancy Services Sdn Bhd is a Malaysian company that provides specialized airport planning, management, and consultancy services, operating as a subsidiary of Malaysia Airports Holdings Berhad.
|
E1220255
|
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 Airports Consultancy Services Sdn Bhd | Statement: [Malaysia Airports Holdings Berhad, hasSubsidiary, Malaysia Airports Consultancy Services Sdn Bhd]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Malaysia Airports Consultancy Services Sdn Bhd Context triple: [Malaysia Airports Holdings Berhad, hasSubsidiary, Malaysia Airports Consultancy Services Sdn Bhd]
-
A.
Malaysia Airports Holdings Berhad
Malaysia Airports Holdings Berhad is a Malaysian airport operator that manages and maintains most of the country’s major airports, including both domestic and international hubs.
-
B.
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.
-
C.
Civil Aviation Authority of Malaysia
The Civil Aviation Authority of Malaysia is the national regulatory body responsible for overseeing and managing civil aviation safety, security, and standards within Malaysia’s airspace.
-
D.
Senai Airport Terminal Services Sdn Bhd
Senai Airport Terminal Services Sdn Bhd is a Malaysian company that operates and manages Senai International Airport in Johor.
-
E.
MBJ Airports Limited
MBJ Airports Limited is a private company responsible for managing and operating Sangster International Airport in Montego Bay, Jamaica.
- 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 Airports Consultancy Services Sdn Bhd Triple: [Malaysia Airports Holdings Berhad, hasSubsidiary, Malaysia Airports Consultancy Services Sdn Bhd]
Generated description
Malaysia Airports Consultancy Services Sdn Bhd is a Malaysian company that provides specialized airport planning, management, and consultancy services, operating as a subsidiary of Malaysia Airports Holdings Berhad.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Malaysia Airports Consultancy Services Sdn Bhd Target entity description: Malaysia Airports Consultancy Services Sdn Bhd is a Malaysian company that provides specialized airport planning, management, and consultancy services, operating as a subsidiary of Malaysia Airports Holdings Berhad.
-
A.
Malaysia Airports Holdings Berhad
Malaysia Airports Holdings Berhad is a Malaysian airport operator that manages and maintains most of the country’s major airports, including both domestic and international hubs.
-
B.
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.
-
C.
Civil Aviation Authority of Malaysia
The Civil Aviation Authority of Malaysia is the national regulatory body responsible for overseeing and managing civil aviation safety, security, and standards within Malaysia’s airspace.
-
D.
Senai Airport Terminal Services Sdn Bhd
Senai Airport Terminal Services Sdn Bhd is a Malaysian company that operates and manages Senai International Airport in Johor.
-
E.
MBJ Airports Limited
MBJ Airports Limited is a private company responsible for managing and operating Sangster International Airport in Montego Bay, Jamaica.
- 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_69d87f2950248190bc8ad9b9bebdc8c8 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e327d2b4e48190b7153f198639e9cd |
completed | April 18, 2026, 6:42 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00679a900c8190aeb7a273943bf553 |
completed | May 10, 2026, 11:10 a.m. |
| NEDg | Description generation | batch_6a00686f87408190b7d8a41cd54735d8 |
completed | May 10, 2026, 11:13 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a006b6edd7081908730363b267253dd |
completed | May 10, 2026, 11:26 a.m. |
Created at: April 10, 2026, 5:09 a.m.