Triple
T10958554
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | KTM Komuter |
E258906
|
entity |
| Predicate | primaryHub |
P394
|
FINISHED |
| Object | KL Sentral |
E896693
|
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: KL Sentral | Statement: [KTM Komuter, primaryHub, KL Sentral]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: KL Sentral Context triple: [KTM Komuter, primaryHub, KL Sentral]
-
A.
Kuala Lumpur Sentral
chosen
Kuala Lumpur Sentral is the main railway and transit hub of Kuala Lumpur, Malaysia, integrating multiple train, metro, and bus services with commercial and business developments.
-
B.
Johor Bahru Sentral railway station
Johor Bahru Sentral railway station is the main integrated rail and transit hub in Johor Bahru, Malaysia, serving as a key gateway between Malaysia and Singapore.
-
C.
Alor Setar railway station
Alor Setar railway station is a major rail transport hub in Alor Setar, Kedah, Malaysia, serving intercity and commuter train services on the West Coast Line.
-
D.
KTM Komuter
KTM Komuter is a Malaysian commuter rail service operating in the Greater Kuala Lumpur area and surrounding regions, providing frequent, affordable suburban train connections.
-
E.
KLIA Ekspres
KLIA Ekspres is a high-speed airport rail service in Malaysia that provides a non-stop connection between central Kuala Lumpur and Kuala Lumpur International Airport.
- 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_69d6aa88500c819097d7032ca578e74f |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d77126d9288190aa5daf2ba83d731d |
completed | April 9, 2026, 9:28 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e3449113f08190b83ffbf1b4c46518 |
completed | April 18, 2026, 8:45 a.m. |
Created at: April 8, 2026, 9:23 p.m.