Triple
T9630265
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kluang |
E232783
|
entity |
| Predicate | hasRailwayStation |
P918
|
FINISHED |
| Object |
Kluang railway station
Kluang railway station is a Malaysian train station in the town of Kluang, Johor, serving as a stop on the KTM Intercity rail network.
|
E810642
|
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: Kluang railway station | Statement: [Kluang, hasRailwayStation, Kluang railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kluang railway station Context triple: [Kluang, hasRailwayStation, Kluang railway station]
-
A.
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.
-
B.
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.
-
C.
Seremban railway station
Seremban railway station is a major rail hub in Negeri Sembilan, Malaysia, serving the town of Seremban with intercity and commuter train services.
-
D.
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.
-
E.
Gua Musang railway station
Gua Musang railway station is a rail transport facility serving the town of Gua Musang in Kelantan, Malaysia, as part of the country's east coast railway network.
- 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: Kluang railway station Triple: [Kluang, hasRailwayStation, Kluang railway station]
Generated description
Kluang railway station is a Malaysian train station in the town of Kluang, Johor, serving as a stop on the KTM Intercity rail network.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kluang railway station Target entity description: Kluang railway station is a Malaysian train station in the town of Kluang, Johor, serving as a stop on the KTM Intercity rail network.
-
A.
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.
-
B.
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.
-
C.
Seremban railway station
Seremban railway station is a major rail hub in Negeri Sembilan, Malaysia, serving the town of Seremban with intercity and commuter train services.
-
D.
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.
-
E.
Gua Musang railway station
Gua Musang railway station is a rail transport facility serving the town of Gua Musang in Kelantan, Malaysia, as part of the country's east coast railway network.
- 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_69ca848940cc8190b97cec654cb3bb4a |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cd9b01863c8190a9ec4684804f96bc |
completed | April 1, 2026, 10:24 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1798bf4f081908fd3731783e441c1 |
completed | April 4, 2026, 8:50 p.m. |
| NEDg | Description generation | batch_69d17bf818208190b34f8475b013829a |
completed | April 4, 2026, 9 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d17c597c608190b7a589e3781dc9dd |
completed | April 4, 2026, 9:02 p.m. |
Created at: March 30, 2026, 8:11 p.m.