Triple

T14328472
Position Surface form Disambiguated ID Type / Status
Subject Helensvale railway station E355274 entity
Predicate connectsTo P845 FINISHED
Object G:link Helensvale light rail stop
G:link Helensvale light rail stop is a Gold Coast light rail station in Helensvale, Queensland, serving as a key interchange between the G:link tram network and regional heavy rail services.
E355274 NE FINISHED

How this triple was built (4 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: G:link Helensvale light rail stop | Statement: [Helensvale railway station, connectsTo, G:link Helensvale light rail stop]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: G:link Helensvale light rail stop
Context triple: [Helensvale railway station, connectsTo, G:link Helensvale light rail stop]
  • A. G:link light rail
    G:link light rail is a modern light rail system serving Queensland’s Gold Coast, connecting key suburbs, commercial areas, and tourist destinations along the coastal strip.
  • B. Helensvale railway station
    Helensvale railway station is a major public transport hub on Queensland’s Gold Coast, serving as an interchange between suburban rail services and the G:link light rail network.
  • C. Rail Link Station
    Rail Link Station is a transit stop on a rail-based transportation system that provides passenger access and connections to other stations and services.
  • D. Helen's Bay railway station
    Helen's Bay railway station is a small coastal railway stop in County Down, Northern Ireland, serving the village of Helen's Bay on the route between Belfast and Bangor.
  • E. Light RailLink
    Light RailLink is a light rail transit system in the Baltimore metropolitan area that provides north–south rail service through the city and its suburbs.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
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: G:link Helensvale light rail stop
Triple: [Helensvale railway station, connectsTo, G:link Helensvale light rail stop]
Generated description
G:link Helensvale light rail stop is a Gold Coast light rail station in Helensvale, Queensland, serving as a key interchange between the G:link tram network and regional heavy rail services.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: G:link Helensvale light rail stop
Target entity description: G:link Helensvale light rail stop is a Gold Coast light rail station in Helensvale, Queensland, serving as a key interchange between the G:link tram network and regional heavy rail services.
  • A. G:link light rail
    G:link light rail is a modern light rail system serving Queensland’s Gold Coast, connecting key suburbs, commercial areas, and tourist destinations along the coastal strip.
  • B. Helensvale railway station chosen
    Helensvale railway station is a major public transport hub on Queensland’s Gold Coast, serving as an interchange between suburban rail services and the G:link light rail network.
  • C. Rail Link Station
    Rail Link Station is a transit stop on a rail-based transportation system that provides passenger access and connections to other stations and services.
  • D. Helen's Bay railway station
    Helen's Bay railway station is a small coastal railway stop in County Down, Northern Ireland, serving the village of Helen's Bay on the route between Belfast and Bangor.
  • E. Light RailLink
    Light RailLink is a light rail transit system in the Baltimore metropolitan area that provides north–south rail service through the city and its suburbs.
  • F. None of above.

Provenance (5 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_69d8278fa2108190bc0d0e7939c1eb03 completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de8c1c3e70819084b6728ac5c18561 completed April 14, 2026, 6:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd46927af48190b91095d852fcacbe completed May 8, 2026, 2:12 a.m.
NEDg Description generation batch_69fd47fa764c8190b1d691f5847b7a05 completed May 8, 2026, 2:18 a.m.
NED2 Entity disambiguation (via description) batch_69fd492226888190a014b23e506ab19c completed May 8, 2026, 2:23 a.m.
Created at: April 10, 2026, 1:13 a.m.