Triple

T10193077
Position Surface form Disambiguated ID Type / Status
Subject Princes Bridge E238086 entity
Predicate partOf P40 FINISHED
Object Melbourne central business district transport network
The Melbourne central business district transport network is the integrated system of trains, trams, buses, roads, and pedestrian links that serves as the primary hub for moving people into, out of, and around Melbourne’s city centre.
E629972 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: Melbourne central business district transport network | Statement: [Princes Bridge, partOf, Melbourne central business district transport network]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Melbourne central business district transport network
Context triple: [Princes Bridge, partOf, Melbourne central business district transport network]
  • A. 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.
  • B. Melbourne metropolitan road network
    The Melbourne metropolitan road network is the integrated system of freeways, arterial roads, and local streets that facilitates vehicular movement across Greater Melbourne and connects the city to its surrounding regions.
  • 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 suburban rail network
    The Melbourne suburban rail network is an extensive metropolitan train system that connects central Melbourne with its surrounding suburbs through multiple electrified lines and key interchange stations.
  • E. Melbourne tram network
    The Melbourne tram network is an extensive electric tram system that serves as a key component of public transport across Melbourne, Australia, and is one of the largest tram networks in the world.
  • 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: Melbourne central business district transport network
Triple: [Princes Bridge, partOf, Melbourne central business district transport network]
Generated description
The Melbourne central business district transport network is the integrated system of trains, trams, buses, roads, and pedestrian links that serves as the primary hub for moving people into, out of, and around Melbourne’s city centre.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Melbourne central business district transport network
Target entity description: The Melbourne central business district transport network is the integrated system of trains, trams, buses, roads, and pedestrian links that serves as the primary hub for moving people into, out of, and around Melbourne’s city centre.
  • A. Melbourne public transport network chosen
    The Melbourne public transport network is an integrated system of trains, trams, and buses that provides metropolitan and suburban transit across Greater Melbourne, Australia.
  • B. Melbourne metropolitan road network
    The Melbourne metropolitan road network is the integrated system of freeways, arterial roads, and local streets that facilitates vehicular movement across Greater Melbourne and connects the city to its surrounding regions.
  • 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 suburban rail network
    The Melbourne suburban rail network is an extensive metropolitan train system that connects central Melbourne with its surrounding suburbs through multiple electrified lines and key interchange stations.
  • E. Melbourne tram network
    The Melbourne tram network is an extensive electric tram system that serves as a key component of public transport across Melbourne, Australia, and is one of the largest tram networks in the world.
  • 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_69ca84de1b208190bf17bb305b002605 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cdedc675008190b8248325f5a208bf completed April 2, 2026, 4:17 a.m.
NED1 Entity disambiguation (via context triple) batch_69d317ca2cf481909cf715ef9248be3c completed April 6, 2026, 2:17 a.m.
NEDg Description generation batch_69d3188886908190ba0a5539ce942980 completed April 6, 2026, 2:20 a.m.
NED2 Entity disambiguation (via description) batch_69d31c4fb8288190bbc6b3d4a79dafb1 completed April 6, 2026, 2:37 a.m.
Created at: March 30, 2026, 9:13 p.m.