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.