Triple

T12153192
Position Surface form Disambiguated ID Type / Status
Subject Johor Bahru District E289507 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: [Johor Bahru District, 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: [Johor Bahru District, 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. Lekki–Ikoyi Link Bridge
    The Lekki–Ikoyi Link Bridge is a prominent cable-stayed bridge in Lagos, Nigeria, known for connecting the Lekki and Ikoyi districts and serving as both a key transport route and a city landmark.
  • D. 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.
  • E. Second Penang Bridge
    The Second Penang Bridge is a modern Malaysian sea-crossing that became the country's longest bridge, providing an additional road link between Penang Island and the mainland.
  • 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_69d6ab4c6710819097a9d228382dde43 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d915bf615c8190ad5f8ae8665678dc completed April 10, 2026, 3:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69f65e9868ec81909efd7e142d5fb090 completed May 2, 2026, 8:29 p.m.
Created at: April 8, 2026, 9:49 p.m.