Triple
T9484621
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | South Klang Valley Expressway |
E228726
|
entity |
| Predicate | roadSystem |
P3293
|
FINISHED |
| Object |
federal expressway system of Malaysia
The federal expressway system of Malaysia is a nationwide network of high-capacity toll and non-toll highways that connects major cities, ports, and economic regions across Peninsular Malaysia.
|
E802163
|
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: federal expressway system of Malaysia | Statement: [South Klang Valley Expressway, roadSystem, federal expressway system of Malaysia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: federal expressway system of Malaysia Context triple: [South Klang Valley Expressway, roadSystem, federal expressway system of 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.
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.
-
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: federal expressway system of Malaysia Triple: [South Klang Valley Expressway, roadSystem, federal expressway system of Malaysia]
Generated description
The federal expressway system of Malaysia is a nationwide network of high-capacity toll and non-toll highways that connects major cities, ports, and economic regions across Peninsular Malaysia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: federal expressway system of Malaysia Target entity description: The federal expressway system of Malaysia is a nationwide network of high-capacity toll and non-toll highways that connects major cities, ports, and economic 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.
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.
-
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.