Triple

T9484615
Position Surface form Disambiguated ID Type / Status
Subject South Klang Valley Expressway E228726 entity
Predicate isPartOf P10 FINISHED
Object Malaysian expressway network
The Malaysian expressway network is a nationwide system of high-capacity, tolled and untolled highways that connects major cities, economic hubs, and regions across Peninsular Malaysia.
E802162 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: Malaysian expressway network | Statement: [South Klang Valley Expressway, isPartOf, Malaysian expressway network]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Malaysian expressway network
Context triple: [South Klang Valley Expressway, isPartOf, Malaysian expressway network]
  • A. 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.
  • B. Shah Alam Expressway
    The Shah Alam Expressway is a major controlled-access highway in the Klang Valley region of Malaysia that facilitates east–west travel between Klang and other key urban centers.
  • C. Philippine expressway network
    The Philippine expressway network is a system of high-capacity, toll expressways that connect major regions and urban centers across the Philippines to facilitate faster, more efficient road transport.
  • D. Cheras–Kajang Expressway
    The Cheras–Kajang Expressway is a major highway in the Klang Valley region of Malaysia that connects the suburbs of Cheras and Kajang to Kuala Lumpur, helping to ease traffic congestion and improve regional accessibility.
  • E. 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.
  • 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: Malaysian expressway network
Triple: [South Klang Valley Expressway, isPartOf, Malaysian expressway network]
Generated description
The Malaysian expressway network is a nationwide system of high-capacity, tolled and untolled highways that connects major cities, economic hubs, and regions across Peninsular Malaysia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Malaysian expressway network
Target entity description: The Malaysian expressway network is a nationwide system of high-capacity, tolled and untolled highways that connects major cities, economic hubs, and regions across Peninsular Malaysia.
  • A. 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.
  • B. Shah Alam Expressway
    The Shah Alam Expressway is a major controlled-access highway in the Klang Valley region of Malaysia that facilitates east–west travel between Klang and other key urban centers.
  • C. Philippine expressway network
    The Philippine expressway network is a system of high-capacity, toll expressways that connect major regions and urban centers across the Philippines to facilitate faster, more efficient road transport.
  • D. Cheras–Kajang Expressway
    The Cheras–Kajang Expressway is a major highway in the Klang Valley region of Malaysia that connects the suburbs of Cheras and Kajang to Kuala Lumpur, helping to ease traffic congestion and improve regional accessibility.
  • E. 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.
  • 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_69ca84730a5081908de282651019bf2f completed March 30, 2026, 2:10 p.m.
NER Named-entity recognition batch_69cd804e278c8190b1f869158075cd52 completed April 1, 2026, 8:30 p.m.
NED1 Entity disambiguation (via context triple) batch_69d12d0bf0c08190ab96db3eb522c91e completed April 4, 2026, 3:23 p.m.
NEDg Description generation batch_69d12df73e3c819095f69e2b61989bb1 completed April 4, 2026, 3:27 p.m.
NED2 Entity disambiguation (via description) batch_69d12e6ed8988190bd1f4b6881db5e63 completed April 4, 2026, 3:29 p.m.
Created at: March 30, 2026, 7:55 p.m.