Triple

T8420158
Position Surface form Disambiguated ID Type / Status
Subject Port of Tanjung Pelepas E198827 entity
Predicate connectedTo P37 FINISHED
Object North–South Expressway (Malaysia)
The North–South Expressway in Malaysia is the country’s main tolled highway corridor, running the length of Peninsular Malaysia and linking major cities, industrial hubs, and key transport facilities.
E732230 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: North–South Expressway (Malaysia) | Statement: [Port of Tanjung Pelepas, connectedTo, North–South Expressway (Malaysia)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: North–South Expressway (Malaysia)
Context triple: [Port of Tanjung Pelepas, connectedTo, North–South Expressway (Malaysia)]
  • A. South Klang Valley Expressway
    The South Klang Valley Expressway is a major Malaysian highway that serves as a key orbital route around the southern Klang Valley, linking townships such as Putrajaya, Kajang, and Banting while easing congestion on other primary expressways.
  • B. Pan Island Expressway
    The Pan Island Expressway is one of Singapore’s major east–west expressways, connecting key industrial, residential, and commercial areas across the island.
  • C. Tuas Expressway
    Tuas Expressway is a major expressway in western Singapore that connects the island’s road network to Malaysia via the Malaysia–Singapore Second Link.
  • D. Malaysia Federal Route E3
    Malaysia Federal Route E3 is a major expressway in southern Peninsular Malaysia that connects Johor Bahru to the Malaysia–Singapore Second Link, facilitating cross-border traffic between Malaysia and Singapore.
  • E. Bukit Jalil Highway
    Bukit Jalil Highway is a major roadway in Kuala Lumpur, Malaysia, that serves as a key access route to the Bukit Jalil area and its sports and residential facilities.
  • 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: North–South Expressway (Malaysia)
Triple: [Port of Tanjung Pelepas, connectedTo, North–South Expressway (Malaysia)]
Generated description
The North–South Expressway in Malaysia is the country’s main tolled highway corridor, running the length of Peninsular Malaysia and linking major cities, industrial hubs, and key transport facilities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: North–South Expressway (Malaysia)
Target entity description: The North–South Expressway in Malaysia is the country’s main tolled highway corridor, running the length of Peninsular Malaysia and linking major cities, industrial hubs, and key transport facilities.
  • A. South Klang Valley Expressway
    The South Klang Valley Expressway is a major Malaysian highway that serves as a key orbital route around the southern Klang Valley, linking townships such as Putrajaya, Kajang, and Banting while easing congestion on other primary expressways.
  • B. Pan Island Expressway
    The Pan Island Expressway is one of Singapore’s major east–west expressways, connecting key industrial, residential, and commercial areas across the island.
  • C. Tuas Expressway
    Tuas Expressway is a major expressway in western Singapore that connects the island’s road network to Malaysia via the Malaysia–Singapore Second Link.
  • D. Malaysia Federal Route E3
    Malaysia Federal Route E3 is a major expressway in southern Peninsular Malaysia that connects Johor Bahru to the Malaysia–Singapore Second Link, facilitating cross-border traffic between Malaysia and Singapore.
  • E. Bukit Jalil Highway
    Bukit Jalil Highway is a major roadway in Kuala Lumpur, Malaysia, that serves as a key access route to the Bukit Jalil area and its sports and residential facilities.
  • 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_69ca8312d63c8190bf133b676b44a385 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cb84c941988190884a5c0cbb44bcc2 completed March 31, 2026, 8:24 a.m.
NED1 Entity disambiguation (via context triple) batch_69ce03476b288190b3df8f9f4d502ea8 completed April 2, 2026, 5:48 a.m.
NEDg Description generation batch_69ce0782b0dc8190bf971eacb3b4582c completed April 2, 2026, 6:06 a.m.
NED2 Entity disambiguation (via description) batch_69ce0854ce788190a209f229d504c038 completed April 2, 2026, 6:10 a.m.
Created at: March 30, 2026, 6:06 p.m.