Triple

T11135049
Position Surface form Disambiguated ID Type / Status
Subject Shah Alam E263387 entity
Predicate hasHighwayAccess P385 FINISHED
Object North–South Expressway Central Link E762914 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: North–South Expressway Central Link | Statement: [Shah Alam, hasHighwayAccess, North–South Expressway Central Link]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: North–South Expressway Central Link
Context triple: [Shah Alam, hasHighwayAccess, North–South Expressway Central Link]
  • A. North–South Expressway Central Link (ELITE) chosen
    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.
  • B. 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.
  • C. 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.
  • D. North–South Elevated Road
    The North–South Elevated Road is a major elevated expressway in Shanghai that runs through the city’s urban core, serving as a key north–south traffic artery.
  • E. North–South Corridor
    The North–South Corridor is a major regional transport and trade route in Southern Africa that links landlocked countries to key seaports through an integrated network of roads and railways.
  • 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_69d6aa9c0ba08190bbd19c217489b755 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e85daddc8190a1ae2a4a75cc8d50 completed April 9, 2026, 5:56 p.m.
NED1 Entity disambiguation (via context triple) batch_69e441fa286881909a8279a8ea6944e7 completed April 19, 2026, 2:46 a.m.
Created at: April 8, 2026, 9:28 p.m.