Triple

T8681466
Position Surface form Disambiguated ID Type / Status
Subject Anak Bukit E206047 entity
Predicate hasTransportInfrastructure P2560 FINISHED
Object 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.
 E751158 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: Anak Bukit railway station | Statement: [Anak Bukit, hasTransportInfrastructure, Anak Bukit railway station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Anak Bukit railway station
Context triple: [Anak Bukit, hasTransportInfrastructure, Anak Bukit 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. Bukit Jalil LRT station
    Bukit Jalil LRT station is a light rail transit station in Kuala Lumpur, Malaysia, serving the Bukit Jalil area and major nearby sports facilities.
  • C. 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.
  • 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. Gambir railway station
    Gambir railway station is a major central railway hub in Jakarta, Indonesia, serving intercity and commuter trains and providing key access to the city’s administrative and historical core.
  • 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: Anak Bukit railway station
Triple: [Anak Bukit, hasTransportInfrastructure, Anak Bukit railway station]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Anak Bukit railway station
Target entity description: 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.
  • 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. Bukit Jalil LRT station
    Bukit Jalil LRT station is a light rail transit station in Kuala Lumpur, Malaysia, serving the Bukit Jalil area and major nearby sports facilities.
  • C. 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.
  • 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. Gambir railway station
    Gambir railway station is a major central railway hub in Jakarta, Indonesia, serving intercity and commuter trains and providing key access to the city’s administrative and historical core.
  • 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_69ca835379688190aa06b9d98e684d58 completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc4ae6d19c8190be003f7901c0468d completed March 31, 2026, 10:29 p.m.
NED1 Entity disambiguation (via context triple) batch_69cef3b9fb848190b7126f8f6a1ba76f completed April 2, 2026, 10:54 p.m.
NEDg Description generation batch_69cef521010081908815779c0bd2aac9 completed April 2, 2026, 11 p.m.
NED2 Entity disambiguation (via description) batch_69cef727ea088190bf40eaf5424ae864 completed April 2, 2026, 11:09 p.m.
Created at: March 30, 2026, 6:32 p.m.