Triple

T14546345
Position Surface form Disambiguated ID Type / Status
Subject Transport Asset Holding Entity E341300 entity
Predicate subsidiaryOf P254 FINISHED
Object New South Wales public transport cluster
The New South Wales public transport cluster is the group of government agencies and entities responsible for planning, operating, and managing the public transport system across New South Wales, Australia.
E1105249 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: New South Wales public transport cluster | Statement: [Transport Asset Holding Entity, subsidiaryOf, New South Wales public transport cluster]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: New South Wales public transport cluster
Context triple: [Transport Asset Holding Entity, subsidiaryOf, New South Wales public transport cluster]
  • A. New South Wales public health system
    The New South Wales public health system is the government-funded network of hospitals, community health services, and public health agencies that delivers healthcare and health protection to residents across New South Wales, Australia.
  • B. COVID-19 pandemic in New South Wales
    The COVID-19 pandemic in New South Wales was a major public health crisis marked by multiple outbreak waves, strict lockdowns, border controls, and extensive testing and vaccination campaigns that significantly affected the state's society and economy.
  • C. Melbourne shared path network
    The Melbourne shared path network is an interconnected system of off-road and on-road cycling and walking routes across Melbourne that links major trails, parks, waterways, and suburbs for recreation and commuting.
  • D. Melbourne public transport network
    The Melbourne public transport network is an integrated system of trains, trams, and buses that provides metropolitan and suburban transit across Greater Melbourne, Australia.
  • E. Brisbane public transport network
    The Brisbane public transport network is an integrated system of trains, buses, ferries, and light rail serving the greater Brisbane metropolitan area and surrounding South East Queensland region.
  • 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: New South Wales public transport cluster
Triple: [Transport Asset Holding Entity, subsidiaryOf, New South Wales public transport cluster]
Generated description
The New South Wales public transport cluster is the group of government agencies and entities responsible for planning, operating, and managing the public transport system across New South Wales, Australia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: New South Wales public transport cluster
Target entity description: The New South Wales public transport cluster is the group of government agencies and entities responsible for planning, operating, and managing the public transport system across New South Wales, Australia.
  • A. New South Wales public health system
    The New South Wales public health system is the government-funded network of hospitals, community health services, and public health agencies that delivers healthcare and health protection to residents across New South Wales, Australia.
  • B. COVID-19 pandemic in New South Wales
    The COVID-19 pandemic in New South Wales was a major public health crisis marked by multiple outbreak waves, strict lockdowns, border controls, and extensive testing and vaccination campaigns that significantly affected the state's society and economy.
  • C. Melbourne shared path network
    The Melbourne shared path network is an interconnected system of off-road and on-road cycling and walking routes across Melbourne that links major trails, parks, waterways, and suburbs for recreation and commuting.
  • D. Melbourne public transport network
    The Melbourne public transport network is an integrated system of trains, trams, and buses that provides metropolitan and suburban transit across Greater Melbourne, Australia.
  • E. Brisbane public transport network
    The Brisbane public transport network is an integrated system of trains, buses, ferries, and light rail serving the greater Brisbane metropolitan area and surrounding South East Queensland region.
  • F. None of above. chosen

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_69d822db9c8481908213ceb39585f792 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb2ebdf9481909f4d2da1ad31099c completed April 14, 2026, 9:34 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd7a6344b08190a3c1124c6dd7da96 completed May 8, 2026, 5:53 a.m.
NEDg Description generation batch_69fd7cede0548190a3712a773982300b completed May 8, 2026, 6:04 a.m.
NED2 Entity disambiguation (via description) batch_69fd7e915db88190af076e979207a458 completed May 8, 2026, 6:11 a.m.
Created at: April 10, 2026, 1:22 a.m.