Triple

T12152889
Position Surface form Disambiguated ID Type / Status
Subject Johor Bahru Sentral railway station E289500 entity
Predicate locatedNear P294 FINISHED
Object Johor Bahru checkpoint
Johor Bahru checkpoint is a major border control complex in Johor Bahru, Malaysia, serving as a key immigration and customs gateway between Malaysia and Singapore.
E966976 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: Johor Bahru checkpoint | Statement: [Johor Bahru Sentral railway station, locatedNear, Johor Bahru checkpoint]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Johor Bahru checkpoint
Context triple: [Johor Bahru Sentral railway station, locatedNear, Johor Bahru checkpoint]
  • A. Tuas Checkpoint
    Tuas Checkpoint is one of Singapore’s two main land border crossings into Malaysia, serving as a major immigration and customs facility for road traffic between Singapore and Johor.
  • B. Singapore–Malaysia border
    The Singapore–Malaysia border is the international boundary separating the city-state of Singapore from Peninsular Malaysia, running across both land crossings and maritime areas including the Straits of Johor.
  • C. Cross Border Xpress
    Cross Border Xpress is a privately operated pedestrian skybridge and terminal facility that allows ticketed airline passengers to directly access Tijuana International Airport from the United States.
  • D. Johor Port
    Johor Port is a major Malaysian seaport and logistics hub in the state of Johor, serving as a key gateway for regional and international trade.
  • E. Johor–Singapore Causeway
    The Johor–Singapore Causeway is a major road and rail link connecting Malaysia and Singapore, serving as one of the busiest border crossings in the world.
  • 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: Johor Bahru checkpoint
Triple: [Johor Bahru Sentral railway station, locatedNear, Johor Bahru checkpoint]
Generated description
Johor Bahru checkpoint is a major border control complex in Johor Bahru, Malaysia, serving as a key immigration and customs gateway between Malaysia and Singapore.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Johor Bahru checkpoint
Target entity description: Johor Bahru checkpoint is a major border control complex in Johor Bahru, Malaysia, serving as a key immigration and customs gateway between Malaysia and Singapore.
  • A. Tuas Checkpoint
    Tuas Checkpoint is one of Singapore’s two main land border crossings into Malaysia, serving as a major immigration and customs facility for road traffic between Singapore and Johor.
  • B. Singapore–Malaysia border
    The Singapore–Malaysia border is the international boundary separating the city-state of Singapore from Peninsular Malaysia, running across both land crossings and maritime areas including the Straits of Johor.
  • C. Cross Border Xpress
    Cross Border Xpress is a privately operated pedestrian skybridge and terminal facility that allows ticketed airline passengers to directly access Tijuana International Airport from the United States.
  • D. Johor Port
    Johor Port is a major Malaysian seaport and logistics hub in the state of Johor, serving as a key gateway for regional and international trade.
  • E. Johor–Singapore Causeway
    The Johor–Singapore Causeway is a major road and rail link connecting Malaysia and Singapore, serving as one of the busiest border crossings in the world.
  • 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_69d6ab4c6710819097a9d228382dde43 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d915bf615c8190ad5f8ae8665678dc completed April 10, 2026, 3:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69f5f69aa2e88190aaa58468571d6dad completed May 2, 2026, 1:05 p.m.
NEDg Description generation batch_69f601e0777081909e1212436680a10d completed May 2, 2026, 1:53 p.m.
NED2 Entity disambiguation (via description) batch_69f602a21f948190849839301f49d55a completed May 2, 2026, 1:56 p.m.
Created at: April 8, 2026, 9:49 p.m.