Triple

T16470288
Position Surface form Disambiguated ID Type / Status
Subject Irish gauge E400041 entity
Predicate usedOnNetwork P2367 FINISHED
Object Queensland Railways suburban network (historical sections)
The Queensland Railways suburban network (historical sections) comprised the earlier suburban rail lines serving urban areas of Queensland, Australia, before later network expansions and modernizations.
E249692 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: Queensland Railways suburban network (historical sections) | Statement: [Irish gauge, usedOnNetwork, Queensland Railways suburban network (historical sections)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Queensland Railways suburban network (historical sections)
Context triple: [Irish gauge, usedOnNetwork, Queensland Railways suburban network (historical sections)]
  • A. Queensland rail network at Brisbane
    The Queensland rail network at Brisbane is the central metropolitan and regional rail hub for Queensland, integrating suburban, interurban, and long-distance services that connect the capital to the rest of the state.
  • B. Victorian regional rail network
    The Victorian regional rail network is a system of passenger and freight railway lines that connect Melbourne with major regional cities and rural communities across the state of Victoria, Australia.
  • C. Main line (Queensland Rail City network)
    The Main line of the Queensland Rail City network is a key suburban railway corridor in Brisbane that connects the central business district with western suburbs such as Auchenflower.
  • D. Northern Tablelands rail network
    The Northern Tablelands rail network is a regional railway system in New South Wales, Australia, serving towns and communities across the elevated Northern Tablelands area.
  • E. Sunshine Coast railway line
    The Sunshine Coast railway line is a regional rail corridor in Queensland, Australia, connecting Brisbane with towns along the Sunshine Coast hinterland and coastal areas.
  • 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: Queensland Railways suburban network (historical sections)
Triple: [Irish gauge, usedOnNetwork, Queensland Railways suburban network (historical sections)]
Generated description
The Queensland Railways suburban network (historical sections) comprised the earlier suburban rail lines serving urban areas of Queensland, Australia, before later network expansions and modernizations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Queensland Railways suburban network (historical sections)
Target entity description: The Queensland Railways suburban network (historical sections) comprised the earlier suburban rail lines serving urban areas of Queensland, Australia, before later network expansions and modernizations.
  • A. Queensland rail network at Brisbane chosen
    The Queensland rail network at Brisbane is the central metropolitan and regional rail hub for Queensland, integrating suburban, interurban, and long-distance services that connect the capital to the rest of the state.
  • B. Victorian regional rail network
    The Victorian regional rail network is a system of passenger and freight railway lines that connect Melbourne with major regional cities and rural communities across the state of Victoria, Australia.
  • C. Main line (Queensland Rail City network)
    The Main line of the Queensland Rail City network is a key suburban railway corridor in Brisbane that connects the central business district with western suburbs such as Auchenflower.
  • D. Northern Tablelands rail network
    The Northern Tablelands rail network is a regional railway system in New South Wales, Australia, serving towns and communities across the elevated Northern Tablelands area.
  • E. Sunshine Coast railway line
    The Sunshine Coast railway line is a regional rail corridor in Queensland, Australia, connecting Brisbane with towns along the Sunshine Coast hinterland and coastal areas.
  • 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_69d87f2dac988190b74d6e185fa88ba4 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e32dd0d2fc81909b68b5afb00f192f completed April 18, 2026, 7:08 a.m.
NED1 Entity disambiguation (via context triple) batch_6a004f5af4308190bd023624de35027f completed May 10, 2026, 9:26 a.m.
NEDg Description generation batch_6a0050c5d4548190a674c1c19f08a9fd completed May 10, 2026, 9:32 a.m.
NED2 Entity disambiguation (via description) batch_6a0051a7ae208190b33d42cc8d4bb21f completed May 10, 2026, 9:36 a.m.
Created at: April 10, 2026, 5:11 a.m.