Triple
T3017125
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | MAS |
E82362
|
entity |
| Predicate | operatorPrimaryHubICAO |
P36333
|
FINISHED |
| Object |
WMKK
WMKK is the ICAO airport code for Kuala Lumpur International Airport, the main hub for Malaysia Airlines.
|
E318231
|
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: WMKK | Statement: [MAS, operatorPrimaryHubICAO, WMKK]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: WMKK Context triple: [MAS, operatorPrimaryHubICAO, WMKK]
-
A.
KACK
KACK is the ICAO airport code for Nantucket Memorial Airport, a public airport serving Nantucket Island in Massachusetts, USA.
-
B.
KSMF
KSMF is the ICAO airport code for Sacramento International Airport, a major commercial airport serving California’s capital region.
-
C.
KRLX
KRLX is Carleton College’s student-run radio station, known for its eclectic programming and role in campus life.
-
D.
KMCI
KMCI is the ICAO code for Kansas City International Airport, a major commercial airport serving the Kansas City metropolitan area in Missouri, USA.
-
E.
KRDM
KRDM is the ICAO airport code for Redmond Municipal Airport, a public airport serving the city of Redmond in central Oregon, United States.
- 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: WMKK Triple: [MAS, operatorPrimaryHubICAO, WMKK]
Generated description
WMKK is the ICAO airport code for Kuala Lumpur International Airport, the main hub for Malaysia Airlines.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: WMKK Target entity description: WMKK is the ICAO airport code for Kuala Lumpur International Airport, the main hub for Malaysia Airlines.
-
A.
KACK
KACK is the ICAO airport code for Nantucket Memorial Airport, a public airport serving Nantucket Island in Massachusetts, USA.
-
B.
KSMF
KSMF is the ICAO airport code for Sacramento International Airport, a major commercial airport serving California’s capital region.
-
C.
KRLX
KRLX is Carleton College’s student-run radio station, known for its eclectic programming and role in campus life.
-
D.
KMCI
KMCI is the ICAO code for Kansas City International Airport, a major commercial airport serving the Kansas City metropolitan area in Missouri, USA.
-
E.
KRDM
KRDM is the ICAO airport code for Redmond Municipal Airport, a public airport serving the city of Redmond in central Oregon, United States.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: operatorPrimaryHubICAO Context triple: [MAS, operatorPrimaryHubICAO, WMKK]
-
A.
operatorICAO
Indicates that one entity is the ICAO (International Civil Aviation Organization) operator code associated with the other entity (typically an airline or aviation operator).
-
B.
associatedWithICAOcode
chosen
Indicates a relationship where an entity is linked to, or identified by, a specific ICAO (International Civil Aviation Organization) code.
-
C.
callsignForIATACode
Indicates that a particular airline callsign is associated with a given IATA airline code.
-
D.
ICAOTypeDesignator
Indicates the standardized aircraft type code assigned by ICAO that specifies the model or family of an aircraft used in aviation operations and documentation.
-
E.
openedAsICAOcode
Indicates that an airport or airfield began operations under the specified ICAO airport code.
- 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_69ad8b1eb53481908c39bbcd1ec104b2 |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad9a6c56708190b7d8d08bca727cc1 |
completed | March 8, 2026, 3:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b12e6eac1481909d56844e53c37b59 |
completed | March 11, 2026, 8:57 a.m. |
| NEDg | Description generation | batch_69b12f26a8d08190be6023fb7e3ddee9 |
completed | March 11, 2026, 9 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b1cb268d9881908766e50524b208cc |
completed | March 11, 2026, 8:05 p.m. |
| PD | Predicate disambiguation | batch_69ad961a97188190809dc73430a8eda8 |
completed | March 8, 2026, 3:30 p.m. |
Created at: March 8, 2026, 3 p.m.