Triple

T8732207
Position Surface form Disambiguated ID Type / Status
Subject Langkawi International Airport E207283 entity
Predicate IATAcode P418 FINISHED
Object LGK
LGK is the IATA airport code for Langkawi International Airport, the main air gateway to the Langkawi archipelago in Malaysia.
 E753563 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: LGK | Statement: [Langkawi International Airport, IATAcode, LGK]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: LGK
Context triple: [Langkawi International Airport, IATAcode, LGK]
  • A. LGKF
    LGKF is the ICAO airport code for Kefalonia International Airport, which serves the Greek island of Kefalonia in the Ionian Sea.
  • B. LGKR
    LGKR is the ICAO airport code for Corfu International Airport, which serves the Greek island of Corfu.
  • C. LGSK
    LGSK is the ICAO airport code for Skiathos Island National Airport in Greece, known for its short runway and dramatic low-altitude aircraft approaches.
  • D. LK
    LK is the two-letter ISO 3166-1 alpha-2 country code assigned to Sri Lanka for international standardization and identification purposes.
  • E. QLK
    QLK is the ICAO airline designator used for QantasLink, the regional brand of Australian airline Qantas.
  • 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: LGK
Triple: [Langkawi International Airport, IATAcode, LGK]
Generated description
LGK is the IATA airport code for Langkawi International Airport, the main air gateway to the Langkawi archipelago in Malaysia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: LGK
Target entity description: LGK is the IATA airport code for Langkawi International Airport, the main air gateway to the Langkawi archipelago in Malaysia.
  • A. LGKF
    LGKF is the ICAO airport code for Kefalonia International Airport, which serves the Greek island of Kefalonia in the Ionian Sea.
  • B. LGKR
    LGKR is the ICAO airport code for Corfu International Airport, which serves the Greek island of Corfu.
  • C. LGSK
    LGSK is the ICAO airport code for Skiathos Island National Airport in Greece, known for its short runway and dramatic low-altitude aircraft approaches.
  • D. LK
    LK is the two-letter ISO 3166-1 alpha-2 country code assigned to Sri Lanka for international standardization and identification purposes.
  • E. QLK
    QLK is the ICAO airline designator used for QantasLink, the regional brand of Australian airline Qantas.
  • 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.