Triple
T16405603
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Malaysian airport network |
E398415
|
entity |
| Predicate | operatorMajority |
P123300
|
FINISHED |
| Object | Malaysia Airports Holdings Berhad |
E398413
|
NE FINISHED |
How this triple was built (3 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 Holdings Berhad | Statement: [Malaysian airport network, operatorMajority, Malaysia Airports Holdings Berhad]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Malaysia Airports Holdings Berhad Context triple: [Malaysian airport network, operatorMajority, Malaysia Airports Holdings Berhad]
-
A.
Malaysia Airports Holdings Berhad
chosen
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.
Malaysia Airports (Properties) Sdn Bhd
Malaysia Airports (Properties) Sdn Bhd is a subsidiary of Malaysia Airports Holdings Berhad that manages and develops the group’s airport-related property and commercial real estate assets.
-
D.
Changi Airport Group
Changi Airport Group is the Singapore-based company that owns, manages, and operates Singapore Changi Airport and related airport businesses.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: operatorMajority Context triple: [Malaysian airport network, operatorMajority, Malaysia Airports Holdings Berhad]
-
A.
requiresMajority
Indicates that the action or decision is contingent on receiving approval from more than half of the relevant group or participants.
-
B.
hasMajorityOf
Indicates that one entity possesses or controls more than half of the total quantity, members, or share of another entity.
-
C.
hasMajority
Indicates that one entity holds more than half of the total share, control, or quantity in relation to another entity or set.
-
D.
hostsMajorityOf
Indicates that one entity accommodates, contains, or supports more than half of the members or instances of another entity.
-
E.
doubleMajority
Indicates that a decision or approval requires two separate majority thresholds to be met simultaneously (for example, a majority of individuals and a majority of groups or states).
- 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_6a00758847948190b616cc85e208ee61 |
completed | May 10, 2026, 12:09 p.m. |
| PD | Predicate disambiguation | batch_69e226fe1dd08190865c181721f8c348 |
completed | April 17, 2026, 12:26 p.m. |
| PDg | Predicate description generation | batch_69e24555bb6c8190977cf5c5f9149056 |
completed | April 17, 2026, 2:36 p.m. |
Created at: April 10, 2026, 5:09 a.m.