Triple

T11891970
Position Surface form Disambiguated ID Type / Status
Subject Transdev Sydney Ferries E282937 entity
Predicate parentCompany P254 FINISHED
Object Transdev Australasia
Transdev Australasia is a major public transport operator in Australia and New Zealand, running services such as buses, trains, light rail, and ferries across multiple cities.
E954262 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: Transdev Australasia | Statement: [Transdev Sydney Ferries, parentCompany, Transdev Australasia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Transdev Australasia
Context triple: [Transdev Sydney Ferries, parentCompany, Transdev Australasia]
  • A. Transdev Rouen
    Transdev Rouen is the local public transport company responsible for operating Rouen’s urban transit network, including its tramway system.
  • B. Transdev Sydney Ferries
    Transdev Sydney Ferries is a private operator contracted to run Sydney’s commuter and tourist ferry services on behalf of the New South Wales government.
  • C. Keolis
    Keolis is a major French public transport operator that manages and operates bus, tram, metro, and rail networks in numerous cities worldwide.
  • D. Transdev (historical and significant shareholding)
    Transdev is a major international public transport operator, historically backed by significant shareholding from Caisse des Dépôts et Consignations.
  • E. Transport Asset Holding Entity of New South Wales
    Transport Asset Holding Entity of New South Wales is a state-owned corporation that owns and manages rail and other transport infrastructure assets across New South Wales, Australia.
  • 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: Transdev Australasia
Triple: [Transdev Sydney Ferries, parentCompany, Transdev Australasia]
Generated description
Transdev Australasia is a major public transport operator in Australia and New Zealand, running services such as buses, trains, light rail, and ferries across multiple cities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Transdev Australasia
Target entity description: Transdev Australasia is a major public transport operator in Australia and New Zealand, running services such as buses, trains, light rail, and ferries across multiple cities.
  • A. Transdev Rouen
    Transdev Rouen is the local public transport company responsible for operating Rouen’s urban transit network, including its tramway system.
  • B. Transdev Sydney Ferries
    Transdev Sydney Ferries is a private operator contracted to run Sydney’s commuter and tourist ferry services on behalf of the New South Wales government.
  • C. Keolis
    Keolis is a major French public transport operator that manages and operates bus, tram, metro, and rail networks in numerous cities worldwide.
  • D. Transdev (historical and significant shareholding)
    Transdev is a major international public transport operator, historically backed by significant shareholding from Caisse des Dépôts et Consignations.
  • E. Transport Asset Holding Entity of New South Wales
    Transport Asset Holding Entity of New South Wales is a state-owned corporation that owns and manages rail and other transport infrastructure assets across New South Wales, Australia.
  • 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_69d6ab2a90b08190a4e818821cc93e6d completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d8d3a3f7548190adfb567f060a175a completed April 10, 2026, 10:40 a.m.
NED1 Entity disambiguation (via context triple) batch_69f43fe43c7c8190a85d464fd48e00d9 completed May 1, 2026, 5:53 a.m.
NEDg Description generation batch_69f448f506a48190a0f1b89ad570fad5 completed May 1, 2026, 6:32 a.m.
NED2 Entity disambiguation (via description) batch_69f44ad185cc8190893cf663cfed6980 completed May 1, 2026, 6:40 a.m.
Created at: April 8, 2026, 9:44 p.m.