Triple
T9013020
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sultan Abdul Aziz Shah Airport |
E215520
|
entity |
| Predicate | formerlyICAOcode |
P18649
|
FINISHED |
| Object |
WMSB
WMSB is the former ICAO airport code for Sultan Abdul Aziz Shah Airport in Subang, Malaysia.
|
E773640
|
NE FINISHED |
How this triple was built (5 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: WMSB | Statement: [Sultan Abdul Aziz Shah Airport, formerlyICAOcode, WMSB]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: WMSB Context triple: [Sultan Abdul Aziz Shah Airport, formerlyICAOcode, WMSB]
-
A.
WMS
WMS (Web Map Service) is an Open Geospatial Consortium standard protocol for serving georeferenced map images over the internet from distributed spatial data sources.
-
B.
WSM
WSM is the three-letter ISO 3166-1 alpha-3 country code assigned to Samoa.
-
C.
JMSB
JMSB is a leading Canadian business school that is part of Concordia University in Montreal, offering undergraduate and graduate programs in business and management.
-
D.
WMB
WMB is the National Rail station code for Wembley Central railway station in northwest London, England.
-
E.
MSB
MSB is a professional French basketball club based in Le Mans that competes in the country’s top-tier league and European competitions.
- 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: WMSB Triple: [Sultan Abdul Aziz Shah Airport, formerlyICAOcode, WMSB]
Generated description
WMSB is the former ICAO airport code for Sultan Abdul Aziz Shah Airport in Subang, Malaysia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: WMSB Target entity description: WMSB is the former ICAO airport code for Sultan Abdul Aziz Shah Airport in Subang, Malaysia.
-
A.
WMS
WMS (Web Map Service) is an Open Geospatial Consortium standard protocol for serving georeferenced map images over the internet from distributed spatial data sources.
-
B.
WSM
WSM is the three-letter ISO 3166-1 alpha-3 country code assigned to Samoa.
-
C.
JMSB
JMSB is a leading Canadian business school that is part of Concordia University in Montreal, offering undergraduate and graduate programs in business and management.
-
D.
WMB
WMB is the National Rail station code for Wembley Central railway station in northwest London, England.
-
E.
MSB
MSB is a professional French basketball club based in Le Mans that competes in the country’s top-tier league and European competitions.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: formerlyICAOcode Context triple: [Sultan Abdul Aziz Shah Airport, formerlyICAOcode, WMSB]
-
A.
formerIATAcode
Indicates that an entity previously held a specific IATA code, which is no longer its current assigned code.
-
B.
previousICAOcode
chosen
Indicates that one entity was the former ICAO (International Civil Aviation Organization) code previously assigned to the other entity.
-
C.
ICAOcode
Indicates that an entity is identified by a specific four-letter airport or aerodrome code assigned by the International Civil Aviation Organization (ICAO).
-
D.
IATAcode
Indicates the three-letter IATA airport or airline code assigned to the entity.
-
E.
hasFormerAirport
Indicates that an entity previously had an airport that is no longer in operation or no longer exists.
- F. None of above.
Provenance (6 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_69ca83a2bf088190986ee7a8eb90407d |
completed | March 30, 2026, 2:07 p.m. |
| NER | Named-entity recognition | batch_69cc69f96980819093bfc49d48570c65 |
completed | April 1, 2026, 12:42 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cfdba11a6481909cac624530a77ffe |
completed | April 3, 2026, 3:24 p.m. |
| NEDg | Description generation | batch_69cfdc9868fc8190addad6b87b567277 |
completed | April 3, 2026, 3:28 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cfe0aafe4c81908a5b31590f6c9152 |
completed | April 3, 2026, 3:45 p.m. |
| PD | Predicate disambiguation | batch_69cc5edf84408190aa5f57cb8bfd00e1 |
completed | March 31, 2026, 11:55 p.m. |
Created at: March 30, 2026, 7:06 p.m.