Triple
T8838584
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Subang Jaya |
E210328
|
entity |
| Predicate | hasRailStation |
P726
|
FINISHED |
| Object |
Subang Jaya station
Subang Jaya station is a major integrated rail and commuter hub in Subang Jaya, Selangor, Malaysia, serving KTM Komuter, LRT, and other local transit services.
|
E761383
|
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: Subang Jaya station | Statement: [Subang Jaya, hasRailStation, Subang Jaya station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Subang Jaya station Context triple: [Subang Jaya, hasRailStation, Subang Jaya station]
-
A.
Bojong Gede Station
Bojong Gede Station is a commuter rail station serving the Bojong Gede area in the Greater Jakarta region of Indonesia.
-
B.
Cikarang Station
Cikarang Station is a railway station in Cikarang, West Java, Indonesia, serving as a key commuter and intercity rail hub in the eastern Greater Jakarta area.
-
C.
Jatinegara Station
Jatinegara Station is a major railway hub in East Jakarta, Indonesia, serving as a key interchange for commuter and intercity train services in the Greater Jakarta area.
-
D.
Depok Station
Depok Station is a commuter and intercity railway station in Depok, West Java, Indonesia, serving as a key hub on the Jakarta metropolitan rail network.
-
E.
Pasir Mas railway station
Pasir Mas railway station is a rail transport facility in Pasir Mas, Kelantan, Malaysia, serving as a stop on the country’s east coast railway line.
- 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: Subang Jaya station Triple: [Subang Jaya, hasRailStation, Subang Jaya station]
Generated description
Subang Jaya station is a major integrated rail and commuter hub in Subang Jaya, Selangor, Malaysia, serving KTM Komuter, LRT, and other local transit services.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Subang Jaya station Target entity description: Subang Jaya station is a major integrated rail and commuter hub in Subang Jaya, Selangor, Malaysia, serving KTM Komuter, LRT, and other local transit services.
-
A.
Bojong Gede Station
Bojong Gede Station is a commuter rail station serving the Bojong Gede area in the Greater Jakarta region of Indonesia.
-
B.
Cikarang Station
Cikarang Station is a railway station in Cikarang, West Java, Indonesia, serving as a key commuter and intercity rail hub in the eastern Greater Jakarta area.
-
C.
Jatinegara Station
Jatinegara Station is a major railway hub in East Jakarta, Indonesia, serving as a key interchange for commuter and intercity train services in the Greater Jakarta area.
-
D.
Depok Station
Depok Station is a commuter and intercity railway station in Depok, West Java, Indonesia, serving as a key hub on the Jakarta metropolitan rail network.
-
E.
Pasir Mas railway station
Pasir Mas railway station is a rail transport facility in Pasir Mas, Kelantan, Malaysia, serving as a stop on the country’s east coast railway line.
- 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_69ca8388549c819095fd94eadefbb007 |
completed | March 30, 2026, 2:07 p.m. |
| NER | Named-entity recognition | batch_69cc606c60ac8190b2b6bd7f042c02f8 |
completed | April 1, 2026, 12:01 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cf89933e8c81909672bcec70f7d5ce |
completed | April 3, 2026, 9:34 a.m. |
| NEDg | Description generation | batch_69cf8bb6d7dc8190a91864130513fa4e |
completed | April 3, 2026, 9:43 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cf8ca3e2788190a33fb28132944759 |
completed | April 3, 2026, 9:47 a.m. |
Created at: March 30, 2026, 6:48 p.m.