Triple

T6863456
Position Surface form Disambiguated ID Type / Status
Subject Melbourne suburban rail network E158337 entity
Predicate connectsTo P845 FINISHED
Object Melbourne bus network
The Melbourne bus network is an extensive public transport system of routes and services that complements the city’s trains and trams by connecting suburbs and key destinations across the metropolitan area.
E623200 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 bus network | Statement: [Melbourne suburban rail network, connectsTo, Melbourne bus network]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Melbourne bus network
Context triple: [Melbourne suburban rail network, connectsTo, Melbourne bus network]
  • A. 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.
  • B. 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.
  • C. TPG tram network
    The TPG tram network is the urban tram system serving Geneva, Switzerland, operated by Transports Publics Genevois as part of the city’s public transport network.
  • D. Melbourne tram route 16
    Melbourne tram route 16 is a major tram service in Melbourne that runs between Melbourne University and Kew via the central city and several inner suburbs.
  • E. Melbourne tram route 70
    Melbourne tram route 70 is a major Yarra Trams service in Melbourne that runs between the city and the eastern suburbs, including Hawthorn, serving key sporting and entertainment precincts along its corridor.
  • 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 bus network
Triple: [Melbourne suburban rail network, connectsTo, Melbourne bus network]
Generated description
The Melbourne bus network is an extensive public transport system of routes and services that complements the city’s trains and trams by connecting suburbs and key destinations across the metropolitan area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Melbourne bus network
Target entity description: The Melbourne bus network is an extensive public transport system of routes and services that complements the city’s trains and trams by connecting suburbs and key destinations across the metropolitan area.
  • A. 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.
  • B. 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.
  • C. TPG tram network
    The TPG tram network is the urban tram system serving Geneva, Switzerland, operated by Transports Publics Genevois as part of the city’s public transport network.
  • D. Melbourne tram route 16
    Melbourne tram route 16 is a major tram service in Melbourne that runs between Melbourne University and Kew via the central city and several inner suburbs.
  • E. Melbourne tram route 70
    Melbourne tram route 70 is a major Yarra Trams service in Melbourne that runs between the city and the eastern suburbs, including Hawthorn, serving key sporting and entertainment precincts along its corridor.
  • 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_69c68830cdbc8190a8301c7a9d9f651a completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d8897cf48190a2f688d21f1f6c1a completed March 27, 2026, 7:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69c72ff153d48190a4b0d4e403457fe8 completed March 28, 2026, 1:33 a.m.
NEDg Description generation batch_69c730e882308190a3fbc61245941338 completed March 28, 2026, 1:37 a.m.
NED2 Entity disambiguation (via description) batch_69c7316a9cc081908c088725cb7626e8 completed March 28, 2026, 1:39 a.m.
Created at: March 27, 2026, 2:21 p.m.