Triple
T8838634
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sepang |
E210329
|
entity |
| Predicate | hasMajorHighway |
P385
|
FINISHED |
| Object |
North–South Expressway Central Link (ELITE)
The North–South Expressway Central Link (ELITE) is a major controlled-access highway in Peninsular Malaysia that serves as a key connector between the main North–South Expressway and important areas including the Kuala Lumpur International Airport region.
|
E762914
|
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 Central Link (ELITE) | Statement: [Sepang, hasMajorHighway, North–South Expressway Central Link (ELITE)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: North–South Expressway Central Link (ELITE) Context triple: [Sepang, hasMajorHighway, North–South Expressway Central Link (ELITE)]
-
A.
North–South Expressway network
The North–South Expressway network is Malaysia’s primary controlled-access highway system that spans the length of Peninsular Malaysia, linking major cities and border crossings, including routes to Singapore.
-
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.
North South Motorway
The North–South Motorway is a major freeway in Adelaide, South Australia, forming the central spine of the city’s north–south road corridor.
-
D.
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.
-
E.
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.
- 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 Central Link (ELITE) Triple: [Sepang, hasMajorHighway, North–South Expressway Central Link (ELITE)]
Generated description
The North–South Expressway Central Link (ELITE) is a major controlled-access highway in Peninsular Malaysia that serves as a key connector between the main North–South Expressway and important areas including the Kuala Lumpur International Airport region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: North–South Expressway Central Link (ELITE) Target entity description: The North–South Expressway Central Link (ELITE) is a major controlled-access highway in Peninsular Malaysia that serves as a key connector between the main North–South Expressway and important areas including the Kuala Lumpur International Airport region.
-
A.
North–South Expressway network
The North–South Expressway network is Malaysia’s primary controlled-access highway system that spans the length of Peninsular Malaysia, linking major cities and border crossings, including routes to Singapore.
-
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.
North South Motorway
The North–South Motorway is a major freeway in Adelaide, South Australia, forming the central spine of the city’s north–south road corridor.
-
D.
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.
-
E.
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.
- 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_69ca8388549c819095fd94eadefbb007 |
completed | March 30, 2026, 2:07 p.m. |
| NER | Named-entity recognition | batch_69cc606c60ac8190b2b6bd7f042c02f8 |
completed | April 1, 2026, 12:01 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cfa0721430819091abe8c13a745725 |
completed | April 3, 2026, 11:11 a.m. |
| NEDg | Description generation | batch_69cfa14f0f3c8190bf7081e51410a491 |
completed | April 3, 2026, 11:15 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cfa28589708190b8fc32f4944d0a37 |
completed | April 3, 2026, 11:20 a.m. |
Created at: March 30, 2026, 6:48 p.m.