Triple

T12343168
Position Surface form Disambiguated ID Type / Status
Subject Universiti Tunku Abdul Rahman (Kampar campus nearby region) E294281 entity
Predicate nearbyExpressway P49834 FINISHED
Object North–South Expressway E940883 NE FINISHED

How this triple was built (3 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 | Statement: [Universiti Tunku Abdul Rahman (Kampar campus nearby region), nearbyExpressway, North–South Expressway]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: North–South Expressway
Context triple: [Universiti Tunku Abdul Rahman (Kampar campus nearby region), nearbyExpressway, North–South Expressway]
  • A. North–South Expressway chosen
    The North–South Expressway is Malaysia’s main interstate highway system, running the length of Peninsular Malaysia and linking major cities, industrial hubs, and key crossings such as the Penang Bridge.
  • B. Jenah Expressway
    Jenah Expressway is a major urban highway in Tehran, Iran, serving as an important north–south traffic artery in the city’s road network.
  • C. 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.
  • D. KESAS Expressway
    KESAS Expressway is a major Malaysian highway in the Klang Valley that facilitates east–west travel and connects key suburbs and townships around Kuala Lumpur.
  • E. East–West Highway
    East–West Highway is a major east–west arterial road in Maryland that runs through several inner suburbs of Washington, D.C., serving as a key commuter and commercial corridor.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: nearbyExpressway
Context triple: [Universiti Tunku Abdul Rahman (Kampar campus nearby region), nearbyExpressway, North–South Expressway]
  • A. motorwayJunctionNearby
    Indicates that a motorway junction is located close to the referenced entity.
  • B. nearbyHighwayMilepost
    Indicates that one entity is located close to a specific highway milepost associated with another entity.
  • C. nearbyMajorRoad chosen
    Indicates that one entity is located close to a significant or heavily used road.
  • D. nearestMotorway
    Indicates that one entity is the motorway that is geographically closest to the other entity.
  • E. rangeHighwayApprox
    Indicates that one entity is approximately within the range or vicinity of a highway associated with another entity.
  • F. None of above.

Provenance (4 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_69d6ab6ccbec8190b09e2d357aa80064 completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d93f78a970819086beec3e4da8c49e completed April 10, 2026, 6:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69f67c648b948190bfc6032cf8fdd7d5 completed May 2, 2026, 10:36 p.m.
PD Predicate disambiguation batch_69d93ecb5efc819086a3530282278bb1 completed April 10, 2026, 6:17 p.m.
Created at: April 8, 2026, 9:53 p.m.