Triple
T9502384
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Iskandar Malaysia |
E229174
|
entity |
| Predicate | hasTransportLink |
P1298
|
FINISHED |
| Object | Malaysia–Singapore Second Link |
E178924
|
NE FINISHED |
How this triple was built (2 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: Malaysia–Singapore Second Link | Statement: [Iskandar Malaysia, hasTransportLink, Malaysia–Singapore Second Link]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Malaysia–Singapore Second Link Context triple: [Iskandar Malaysia, hasTransportLink, Malaysia–Singapore Second Link]
-
A.
Malaysia–Singapore Second Link
chosen
The Malaysia–Singapore Second Link is a major bridge and expressway connection that serves as an alternative road crossing between Malaysia and Singapore, easing congestion on the main Johor–Singapore Causeway.
-
B.
Johor–Singapore Causeway
The Johor–Singapore Causeway is a major road and rail link connecting Malaysia and Singapore, serving as one of the busiest border crossings in the world.
-
C.
North Klang Straits Bypass
The North Klang Straits Bypass is a major expressway in Klang, Malaysia, that provides an alternative route to ease traffic congestion and improve connectivity to the port and surrounding industrial areas.
-
D.
Boustead Tunnel
Boustead Tunnel is a key water conveyance tunnel in Colorado that diverts Western Slope water under the Continental Divide to supply the Arkansas River basin.
-
E.
Sungai Johor Bridge
Sungai Johor Bridge is a major roadway bridge in Johor, Malaysia, that spans the Johor River and forms part of the key coastal route connecting Johor Bahru to eastern Johor.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69ca847611c48190a28c028644198c75 |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cd983ea6048190a2d7924c8e6d1fbc |
completed | April 1, 2026, 10:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d13a10f7b08190b8e4d4bc3b9815c6 |
completed | April 4, 2026, 4:19 p.m. |
Created at: March 30, 2026, 7:57 p.m.