Triple

T9346781
Position Surface form Disambiguated ID Type / Status
Subject Kuala Kangsar E224909 entity
Predicate hasTransportation P105 FINISHED
Object 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.
 E793547 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: Kuala Kangsar railway station | Statement: [Kuala Kangsar, hasTransportation, Kuala Kangsar railway station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Kuala Kangsar railway station
Context triple: [Kuala Kangsar, hasTransportation, Kuala Kangsar railway station]
  • A. 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.
  • B. 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.
  • C. 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.
  • 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. Anak Bukit railway station
    Anak Bukit railway station is a rail transport facility serving the Anak Bukit area in Kedah, Malaysia, providing passenger connectivity along the region’s 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: Kuala Kangsar railway station
Triple: [Kuala Kangsar, hasTransportation, Kuala Kangsar railway station]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Kuala Kangsar railway station
Target entity description: 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.
  • A. 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.
  • B. 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.
  • C. 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.
  • 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. Anak Bukit railway station
    Anak Bukit railway station is a rail transport facility serving the Anak Bukit area in Kedah, Malaysia, providing passenger connectivity along the region’s 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_69ca842993248190a79ab06968994b86 completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cd4f0f4c4c8190a94c0d44ef349d7d completed April 1, 2026, 4:59 p.m.
NED1 Entity disambiguation (via context triple) batch_69d0e427883881909b3e71038759f064 completed April 4, 2026, 10:12 a.m.
NEDg Description generation batch_69d0e5a4f6188190885f61b391c59e27 completed April 4, 2026, 10:19 a.m.
NED2 Entity disambiguation (via description) batch_69d0e6f440f08190a55533586f46a248 completed April 4, 2026, 10:24 a.m.
Created at: March 30, 2026, 7:41 p.m.