Triple
T10958559
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | KTM Komuter |
E258906
|
entity |
| Predicate | secondaryHub |
P8522
|
FINISHED |
| Object | Seremban station |
E742031
|
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: Seremban station | Statement: [KTM Komuter, secondaryHub, Seremban station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Seremban station Context triple: [KTM Komuter, secondaryHub, Seremban station]
-
A.
Seremban railway station
chosen
Seremban railway station is a major rail hub in Negeri Sembilan, Malaysia, serving the town of Seremban with intercity and commuter train services.
-
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.
Ipoh railway station
Ipoh railway station is a historic colonial-era train station in Ipoh, Malaysia, renowned for its grand architecture and role as a key rail hub in the region.
-
E.
Kuala Kangsar railway station
Kuala Kangsar railway station is a rail transport facility serving the town of Kuala Kangsar in Perak, Malaysia, as part of the country’s intercity and commuter rail network.
- 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_69e3a94466bc8190b4d4db70083ab5a5 |
completed | April 18, 2026, 3:54 p.m. |
Created at: April 8, 2026, 9:23 p.m.