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.