Triple
T8732200
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Langkawi International Airport |
E207283
|
entity |
| Predicate | serves |
P98
|
FINISHED |
| Object | Langkawi |
E205791
|
NE FINISHED |
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: Langkawi | Statement: [Langkawi International Airport, serves, Langkawi]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Langkawi Context triple: [Langkawi International Airport, serves, Langkawi]
-
A.
Langkawi Archipelago
chosen
The Langkawi Archipelago is a popular Malaysian island group in the Andaman Sea, renowned for its beaches, rainforest-covered hills, and duty-free resort tourism.
-
B.
Pangkor Island
Pangkor Island is a small resort island off the west coast of Peninsular Malaysia, known for its beaches, fishing villages, and laid-back holiday atmosphere.
-
C.
Pulau Bako
Pulau Bako is one of the small islands within Indonesia’s Riung 17 Islands Marine Park, known for its coastal scenery and marine biodiversity.
-
D.
Redang Island
Redang Island is a popular Malaysian tropical island in the South China Sea, renowned for its white-sand beaches, clear turquoise waters, and vibrant coral reefs that attract snorkelers and divers.
-
E.
Ko Klang
Ko Klang is one of the islands within Thailand’s Surin Islands archipelago, known for its rich marine biodiversity and unspoiled natural environment.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69cf6ef8d7f88190aea21c82da47e4a0 |
completed | April 3, 2026, 7:40 a.m. |
Created at: March 30, 2026, 6:37 p.m.