Triple
T21305399
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Runway 15/33 |
E525183
|
entity |
| Predicate | belongsToAirportOperator |
P34771
|
FINISHED |
| Object | Malaysia Airports Holdings Berhad |
—
|
NE NERFINISHED |
How this triple was built (2 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: [Runway 15/33, belongsToAirportOperator, Malaysia Airports Holdings Berhad]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Malaysia Airports Holdings Berhad Context triple: [Runway 15/33, belongsToAirportOperator, 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.
Provenance (2 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_69e0b518b8948190ad69cf9a8784d397 |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e75aa3f90481909b212bdbf00c2bb0 |
completed | April 21, 2026, 11:08 a.m. |
Created at: April 16, 2026, 4:05 p.m.