Triple
T12343166
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Universiti Tunku Abdul Rahman (Kampar campus nearby region) |
E294281
|
entity |
| Predicate | nearbyTransport |
P5822
|
FINISHED |
| Object |
Kampar railway station
Kampar railway station is a Malaysian rail stop in Perak that serves the town of Kampar and provides convenient access to nearby educational institutions and surrounding communities.
|
E977958
|
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: Kampar railway station | Statement: [Universiti Tunku Abdul Rahman (Kampar campus nearby region), nearbyTransport, Kampar railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kampar railway station Context triple: [Universiti Tunku Abdul Rahman (Kampar campus nearby region), nearbyTransport, Kampar railway station]
-
A.
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.
-
B.
Padang Besar railway station
Padang Besar railway station is a major border rail hub between Malaysia and Thailand, serving as a key customs, immigration, and transit point for cross-border train services.
-
C.
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.
-
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.
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.
- 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: Kampar railway station Triple: [Universiti Tunku Abdul Rahman (Kampar campus nearby region), nearbyTransport, Kampar railway station]
Generated description
Kampar railway station is a Malaysian rail stop in Perak that serves the town of Kampar and provides convenient access to nearby educational institutions and surrounding communities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kampar railway station Target entity description: Kampar railway station is a Malaysian rail stop in Perak that serves the town of Kampar and provides convenient access to nearby educational institutions and surrounding communities.
-
A.
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.
-
B.
Padang Besar railway station
Padang Besar railway station is a major border rail hub between Malaysia and Thailand, serving as a key customs, immigration, and transit point for cross-border train services.
-
C.
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.
-
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.
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.
- 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_69d6ab6ccbec8190b09e2d357aa80064 |
completed | April 8, 2026, 7:24 p.m. |
| NER | Named-entity recognition | batch_69d93f78a970819086beec3e4da8c49e |
completed | April 10, 2026, 6:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f62aaa1d548190be065412aab70385 |
completed | May 2, 2026, 4:47 p.m. |
| NEDg | Description generation | batch_69f62c55aacc8190a0544306825bdfab |
completed | May 2, 2026, 4:54 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f62d4d0b8881908aa6b67db7d14609 |
completed | May 2, 2026, 4:58 p.m. |
Created at: April 8, 2026, 9:53 p.m.