Triple

T10103517
Position Surface form Disambiguated ID Type / Status
Subject Skudai E216259 entity
Predicate hasRoadConnection P385 FINISHED
Object Second Link Expressway
The Second Link Expressway is a major highway in southern Peninsular Malaysia that serves as an alternative cross-border route between Malaysia and Singapore, easing congestion on the main Johor–Singapore Causeway.
E841930 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: Second Link Expressway | Statement: [Skudai, hasRoadConnection, Second Link Expressway]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Second Link Expressway
Context triple: [Skudai, hasRoadConnection, Second Link Expressway]
  • A. Southeast Expressway
    The Southeast Expressway is a major freeway segment in the Boston, Massachusetts area that carries heavy commuter traffic between the city and its southern suburbs.
  • B. Northern Expressway
    Northern Expressway is a major segment of Interstate 93 in the northeastern United States, serving as a key highway corridor through the Boston metropolitan area.
  • C. Central Expressway
    Central Expressway is a major north–south highway in the Dallas–Fort Worth area that serves as a key transportation artery through the region’s high-tech Telecom Corridor.
  • D. Southern Expressway
    The Southern Expressway is a major controlled-access highway in Sri Lanka that connects the capital region with key southern cities, significantly reducing travel time and boosting regional development.
  • E. Edens Expressway
    Edens Expressway is a major north–south freeway in the Chicago metropolitan area that connects the city to its northern suburbs and serves as a key commuter route.
  • 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: Second Link Expressway
Triple: [Skudai, hasRoadConnection, Second Link Expressway]
Generated description
The Second Link Expressway is a major highway in southern Peninsular Malaysia that serves as an alternative cross-border route between Malaysia and Singapore, easing congestion on the main Johor–Singapore Causeway.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Second Link Expressway
Target entity description: The Second Link Expressway is a major highway in southern Peninsular Malaysia that serves as an alternative cross-border route between Malaysia and Singapore, easing congestion on the main Johor–Singapore Causeway.
  • A. Southeast Expressway
    The Southeast Expressway is a major freeway segment in the Boston, Massachusetts area that carries heavy commuter traffic between the city and its southern suburbs.
  • B. Northern Expressway
    Northern Expressway is a major segment of Interstate 93 in the northeastern United States, serving as a key highway corridor through the Boston metropolitan area.
  • C. Central Expressway
    Central Expressway is a major north–south highway in the Dallas–Fort Worth area that serves as a key transportation artery through the region’s high-tech Telecom Corridor.
  • D. Southern Expressway
    The Southern Expressway is a major controlled-access highway in Sri Lanka that connects the capital region with key southern cities, significantly reducing travel time and boosting regional development.
  • E. Edens Expressway
    Edens Expressway is a major north–south freeway in the Chicago metropolitan area that connects the city to its northern suburbs and serves as a key commuter route.
  • 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_69ca83d039f08190b9d10363221c69fb completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69cdd09af07c819099774af46ebf62d7 completed April 2, 2026, 2:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69d2cbf9ffb88190a87833d6fe080950 completed April 5, 2026, 8:54 p.m.
NEDg Description generation batch_69d2cd8d611c81909085b3290eb54d16 completed April 5, 2026, 9:01 p.m.
NED2 Entity disambiguation (via description) batch_69d2ce686da48190b32a2053b94f1d48 completed April 5, 2026, 9:04 p.m.
Created at: March 30, 2026, 9:03 p.m.