Triple

T8555153
Position Surface form Disambiguated ID Type / Status
Subject Seremban District E202544 entity
Predicate hasRailStation P726 FINISHED
Object 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.
 E742031 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: Seremban railway station | Statement: [Seremban District, hasRailStation, Seremban railway station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Seremban railway station
Context triple: [Seremban District, hasRailStation, Seremban railway station]
  • A. 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.
  • 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. 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.
  • D. 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.
  • E. Metrotown station
    Metrotown station is a major elevated rapid transit station in Burnaby, British Columbia, serving the busy Metrotown area and its large shopping and commercial district.
  • 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: Seremban railway station
Triple: [Seremban District, hasRailStation, Seremban railway station]
Generated description
Seremban railway station is a major rail hub in Negeri Sembilan, Malaysia, serving the town of Seremban with intercity and commuter train services.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Seremban railway station
Target entity description: Seremban railway station is a major rail hub in Negeri Sembilan, Malaysia, serving the town of Seremban with intercity and commuter train services.
  • A. 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.
  • 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. 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.
  • D. 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.
  • E. Metrotown station
    Metrotown station is a major elevated rapid transit station in Burnaby, British Columbia, serving the busy Metrotown area and its large shopping and commercial district.
  • 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_69ca832610e08190b3b6c6cd2c250255 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe88a936c8190a0234bf7da2ff55a completed March 31, 2026, 3:30 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce6dd67d288190a147562a99ecde56 completed April 2, 2026, 1:23 p.m.
NEDg Description generation batch_69ce6ee1bae4819099ef302138599b34 completed April 2, 2026, 1:28 p.m.
NED2 Entity disambiguation (via description) batch_69ce6fb93fd88190bc53a925473f9b71 completed April 2, 2026, 1:31 p.m.
Created at: March 30, 2026, 6:19 p.m.