Triple

T35040032
Position Surface form Disambiguated ID Type / Status
Subject Setia Jaya KTM station via BRT E1011043 entity
Predicate partOfUrbanTransportCorridor P38993 FINISHED
Object Subang Jaya–Bandar Sunway corridor
The Subang Jaya–Bandar Sunway corridor is a major urban transit and development belt in Selangor, Malaysia, linking the Subang Jaya city area with the Bandar Sunway township through integrated rail and bus services and dense commercial, educational, and residential zones.
 E2121703 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: Subang Jaya–Bandar Sunway corridor | Statement: [Setia Jaya KTM station via BRT, partOfUrbanTransportCorridor, Subang Jaya–Bandar Sunway corridor]
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: Subang Jaya–Bandar Sunway corridor
Triple: [Setia Jaya KTM station via BRT, partOfUrbanTransportCorridor, Subang Jaya–Bandar Sunway corridor]
Generated description
The Subang Jaya–Bandar Sunway corridor is a major urban transit and development belt in Selangor, Malaysia, linking the Subang Jaya city area with the Bandar Sunway township through integrated rail and bus services and dense commercial, educational, and residential zones.
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: partOfUrbanTransportCorridor
Context triple: [Setia Jaya KTM station via BRT, partOfUrbanTransportCorridor, Subang Jaya–Bandar Sunway corridor]
  • A. belongsToUrbanCorridor chosen
    Indicates that something is part of, contained within, or functionally integrated into a continuous urban corridor or urbanized area.
  • B. transportCorridorName
    Indicates the designated name assigned to a specific transport corridor used for movement of people or goods.
  • C. servedByBusCorridor
    Indicates that a location or route is provided public transport service by a specific bus corridor.
  • D. transportCorridor
    Indicates a route or pathway used to move people, goods, or resources between locations.
  • E. parallelTransportCorridor
    Indicates a relationship where one path, route, or connection is used to transport something in a way that preserves its structure or configuration relative to another, typically along a shared or corresponding trajectory.
  • F. None of above.

Provenance (6 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_69f76dcea02c81908542a223f6d5059f completed May 3, 2026, 3:46 p.m.
NER Named-entity recognition batch_6a007338002081908cb6340d65ff86d5 completed May 10, 2026, 11:59 a.m.
NED1 Entity disambiguation (via context triple) batch_6a37bd2ee2148190aa944631428527a4 completed June 21, 2026, 10:30 a.m.
NEDg Description generation batch_6a37bdc0a6888190985637b707ad25bf completed June 21, 2026, 10:32 a.m.
NED2 Entity disambiguation (via description) batch_6a37be8fbfc08190bc356dbcbc0a1b5f completed June 21, 2026, 10:35 a.m.
PD Predicate disambiguation batch_6a0072a137ac8190a7debeb28e738e03 completed May 10, 2026, 11:57 a.m.
Created at: May 3, 2026, 4:01 p.m.