Triple
T11014591
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | LRT Ampang Line |
E260330
|
entity |
| Predicate | terminus |
P388
|
FINISHED |
| Object |
Ampang station
Ampang station is a light rail transit station in Ampang, Selangor, Malaysia, serving as a key commuter hub in the eastern Klang Valley area.
|
E915813
|
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: Ampang station | Statement: [LRT Ampang Line, terminus, Ampang station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ampang station Context triple: [LRT Ampang Line, terminus, Ampang station]
-
A.
Chow Kit station
Chow Kit station is an elevated Kuala Lumpur Monorail stop serving the busy Chow Kit commercial and residential district in Kuala Lumpur, Malaysia.
-
B.
Tun Sambanthan station
Tun Sambanthan station is an elevated monorail stop on Kuala Lumpur’s KL Monorail line serving the Brickfields/Little India area.
-
C.
Dang Wangi station
Dang Wangi station is an elevated rapid transit stop in central Kuala Lumpur serving the Kelana Jaya Line and providing convenient access to nearby commercial and tourist areas.
-
D.
Sri Petaling LRT station
Sri Petaling LRT station is an elevated light rail transit stop on Kuala Lumpur’s Sri Petaling Line that serves the suburban area of Sri Petaling and nearby Bukit Jalil.
-
E.
Gombak LRT station
Gombak LRT station is an elevated rapid transit station in Gombak, Selangor, Malaysia, serving as a key gateway to the eastern Klang Valley and nearby Genting Highlands bus services.
- 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: Ampang station Triple: [LRT Ampang Line, terminus, Ampang station]
Generated description
Ampang station is a light rail transit station in Ampang, Selangor, Malaysia, serving as a key commuter hub in the eastern Klang Valley area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ampang station Target entity description: Ampang station is a light rail transit station in Ampang, Selangor, Malaysia, serving as a key commuter hub in the eastern Klang Valley area.
-
A.
Chow Kit station
Chow Kit station is an elevated Kuala Lumpur Monorail stop serving the busy Chow Kit commercial and residential district in Kuala Lumpur, Malaysia.
-
B.
Tun Sambanthan station
Tun Sambanthan station is an elevated monorail stop on Kuala Lumpur’s KL Monorail line serving the Brickfields/Little India area.
-
C.
Dang Wangi station
Dang Wangi station is an elevated rapid transit stop in central Kuala Lumpur serving the Kelana Jaya Line and providing convenient access to nearby commercial and tourist areas.
-
D.
Sri Petaling LRT station
Sri Petaling LRT station is an elevated light rail transit stop on Kuala Lumpur’s Sri Petaling Line that serves the suburban area of Sri Petaling and nearby Bukit Jalil.
-
E.
Gombak LRT station
Gombak LRT station is an elevated rapid transit station in Gombak, Selangor, Malaysia, serving as a key gateway to the eastern Klang Valley and nearby Genting Highlands bus services.
- 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_69d6aa9687448190b28d353b1b6a610e |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d797a49f648190a5144625d09dec6f |
completed | April 9, 2026, 12:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e4f3768c0081908d209b854dd08dd2 |
completed | April 19, 2026, 3:23 p.m. |
| NEDg | Description generation | batch_69e4f9596e1081908e7b319f77453438 |
completed | April 19, 2026, 3:48 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e4ff4645948190a2bfcc3a4efd8e2a |
completed | April 19, 2026, 4:13 p.m. |
Created at: April 8, 2026, 9:25 p.m.