Triple

T14328465
Position Surface form Disambiguated ID Type / Status
Subject Helensvale railway station E355274 entity
Predicate lightRailNetwork P113990 FINISHED
Object G:link
G:link is the Gold Coast’s light rail system in Queensland, Australia, providing frequent tram services through key coastal suburbs and activity centres.
E1094297 NE FINISHED

How this triple was built (5 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 | Statement: [Helensvale railway station, lightRailNetwork, G:link]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: G:link
Context triple: [Helensvale railway station, lightRailNetwork, G:link]
  • A. Linky
    Linky is a French smart electricity meter system deployed nationwide to enable remote readings, real-time consumption monitoring, and improved grid management.
  • B. Q-LINK
    Q-LINK is the radio callsign used by QantasLink, the regional airline brand of Qantas Airways in Australia.
  • C. Getlink
    Getlink is a French-based company that owns and operates the infrastructure of the Channel Tunnel rail link between the United Kingdom and continental Europe.
  • D. Fieldlink
    Fieldlink was an early digital payments and security startup co-founded by Max Levchin that later evolved into the company behind PayPal.
  • E. The Link
    The Link is a key University College Birmingham facility that provides modern teaching, learning, and student support spaces.
  • 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
Triple: [Helensvale railway station, lightRailNetwork, G:link]
Generated description
G:link is the Gold Coast’s light rail system in Queensland, Australia, providing frequent tram services through key coastal suburbs and activity centres.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: G:link
Target entity description: G:link is the Gold Coast’s light rail system in Queensland, Australia, providing frequent tram services through key coastal suburbs and activity centres.
  • A. Linky
    Linky is a French smart electricity meter system deployed nationwide to enable remote readings, real-time consumption monitoring, and improved grid management.
  • B. Q-LINK
    Q-LINK is the radio callsign used by QantasLink, the regional airline brand of Qantas Airways in Australia.
  • C. Getlink
    Getlink is a French-based company that owns and operates the infrastructure of the Channel Tunnel rail link between the United Kingdom and continental Europe.
  • D. Fieldlink
    Fieldlink was an early digital payments and security startup co-founded by Max Levchin that later evolved into the company behind PayPal.
  • E. The Link
    The Link is a key University College Birmingham facility that provides modern teaching, learning, and student support spaces.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: lightRailNetwork
Context triple: [Helensvale railway station, lightRailNetwork, G:link]
  • A. lightRailSystemName
    Indicates the name assigned to a particular light rail transit system.
  • B. hasLightRailSystem
    Indicates that a place possesses and operates a light rail transit system.
  • C. lightRailExpansion
    Indicates the process or plan of extending an existing light rail transit system to cover additional areas or routes.
  • D. rapidTransitSystem
    Indicates a transportation relationship where people or goods are moved via a high-capacity, high-frequency public transit system designed for rapid travel over urban or regional routes.
  • E. lightRailStationName
    Indicates that a light rail station has the specified name.
  • F. None of above. chosen

Provenance (7 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.
PD Predicate disambiguation batch_69de2a9515f4819081aabf251bca5878 completed April 14, 2026, 11:52 a.m.
PDg Predicate description generation batch_69de2e9ded24819099200349cf80e068 completed April 14, 2026, 12:10 p.m.
Created at: April 10, 2026, 1:13 a.m.