Triple

T14078207
Position Surface form Disambiguated ID Type / Status
Subject Chatswood E338794 entity
Predicate hasBusInterchange P2423 FINISHED
Object Chatswood bus interchange
Chatswood bus interchange is a major public transport hub in Chatswood, Sydney, providing bus connections that integrate with the suburb’s train and metro services.
 E1079248 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: Chatswood bus interchange | Statement: [Chatswood, hasBusInterchange, Chatswood bus interchange]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Chatswood bus interchange
Context triple: [Chatswood, hasBusInterchange, Chatswood bus interchange]
  • A. Woy Woy bus interchange
    Woy Woy bus interchange is a public transport hub in Woy Woy, New South Wales, providing bus connections for local and regional travel.
  • B. Casuarina bus interchange
    Casuarina bus interchange is a major public transport hub in Casuarina, Northern Territory, serving as the primary bus station connecting Casuarina Square with the wider Darwin region.
  • C. Circular Quay bus interchange
    Circular Quay bus interchange is a major public transport hub in central Sydney where numerous city and suburban bus routes connect with nearby train and ferry services.
  • D. Woolloongabba busway station
    Woolloongabba busway station is a major public transport hub in Brisbane, Australia, serving high-frequency bus services and providing convenient access to the nearby Brisbane Cricket Ground and surrounding suburbs.
  • E. Britomart Transport Centre
    Britomart Transport Centre is Auckland’s central public transport hub, combining a major railway station and bus interchange in a restored historic waterfront precinct.
  • 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: Chatswood bus interchange
Triple: [Chatswood, hasBusInterchange, Chatswood bus interchange]
Generated description
Chatswood bus interchange is a major public transport hub in Chatswood, Sydney, providing bus connections that integrate with the suburb’s train and metro services.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Chatswood bus interchange
Target entity description: Chatswood bus interchange is a major public transport hub in Chatswood, Sydney, providing bus connections that integrate with the suburb’s train and metro services.
  • A. Woy Woy bus interchange
    Woy Woy bus interchange is a public transport hub in Woy Woy, New South Wales, providing bus connections for local and regional travel.
  • B. Casuarina bus interchange
    Casuarina bus interchange is a major public transport hub in Casuarina, Northern Territory, serving as the primary bus station connecting Casuarina Square with the wider Darwin region.
  • C. Circular Quay bus interchange
    Circular Quay bus interchange is a major public transport hub in central Sydney where numerous city and suburban bus routes connect with nearby train and ferry services.
  • D. Woolloongabba busway station
    Woolloongabba busway station is a major public transport hub in Brisbane, Australia, serving high-frequency bus services and providing convenient access to the nearby Brisbane Cricket Ground and surrounding suburbs.
  • E. Britomart Transport Centre
    Britomart Transport Centre is Auckland’s central public transport hub, combining a major railway station and bus interchange in a restored historic waterfront precinct.
  • 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_69d81c687b0c819087fd9ed4198403f8 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de5c5e027881908f610f5bab7598d4 completed April 14, 2026, 3:25 p.m.
NED1 Entity disambiguation (via context triple) batch_69fcd0a175a48190b596ea4cf917e80e completed May 7, 2026, 5:49 p.m.
NEDg Description generation batch_69fcd21a2a408190ab335e99fcbbd9ae completed May 7, 2026, 5:55 p.m.
NED2 Entity disambiguation (via description) batch_69fcd2e1b2ec81909caab1bfc6394258 completed May 7, 2026, 5:58 p.m.
Created at: April 9, 2026, 10:21 p.m.