Triple
T8732208
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Langkawi International Airport |
E207283
|
entity |
| Predicate | ICAOcode |
P419
|
FINISHED |
| Object |
WMKL
WMKL is the ICAO airport code for Langkawi International Airport in Malaysia, which serves the island of Langkawi as its main air gateway.
|
E753564
|
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: WMKL | Statement: [Langkawi International Airport, ICAOcode, WMKL]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: WMKL Context triple: [Langkawi International Airport, ICAOcode, WMKL]
-
A.
WMKA
WMKA is the ICAO airport code for Sultan Abdul Halim Airport in Alor Setar, Malaysia.
-
B.
WMKK
WMKK is the ICAO airport code for Kuala Lumpur International Airport, the main hub for Malaysia Airlines.
-
C.
WMKI
WMKI is the ICAO airport code for Sultan Azlan Shah Airport in Ipoh, Malaysia.
-
D.
KWRB
KWRB is the ICAO airport code for Robins Air Force Base, a major United States Air Force installation in Georgia.
-
E.
KMU
KMU is the abbreviation commonly used for Keimyung University, a private Christian university located in Daegu, South Korea.
- 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: WMKL Triple: [Langkawi International Airport, ICAOcode, WMKL]
Generated description
WMKL is the ICAO airport code for Langkawi International Airport in Malaysia, which serves the island of Langkawi as its main air gateway.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: WMKL Target entity description: WMKL is the ICAO airport code for Langkawi International Airport in Malaysia, which serves the island of Langkawi as its main air gateway.
-
A.
WMKA
WMKA is the ICAO airport code for Sultan Abdul Halim Airport in Alor Setar, Malaysia.
-
B.
WMKK
WMKK is the ICAO airport code for Kuala Lumpur International Airport, the main hub for Malaysia Airlines.
-
C.
WMKI
WMKI is the ICAO airport code for Sultan Azlan Shah Airport in Ipoh, Malaysia.
-
D.
KWRB
KWRB is the ICAO airport code for Robins Air Force Base, a major United States Air Force installation in Georgia.
-
E.
KMU
KMU is the abbreviation commonly used for Keimyung University, a private Christian university located in Daegu, South Korea.
- 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_69ca8358e4008190898471a59b96c301 |
completed | March 30, 2026, 2:06 p.m. |
| NER | Named-entity recognition | batch_69cc5d2903b08190a5ef29b6d6ca5f1c |
completed | March 31, 2026, 11:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cf292d71ec819082095cb7b8b2d39c |
completed | April 3, 2026, 2:42 a.m. |
| NEDg | Description generation | batch_69cf2bd42e6081908e016303eeb2241f |
completed | April 3, 2026, 2:54 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cf2ce47b748190b883063dc3e5d16b |
completed | April 3, 2026, 2:58 a.m. |
Created at: March 30, 2026, 6:37 p.m.