Triple

T14617252
Position Surface form Disambiguated ID Type / Status
Subject Blacktown E343116 entity
Predicate hasBusInterchange P2423 FINISHED
Object Blacktown bus interchange
Blacktown bus interchange is a major public transport hub in Blacktown, Sydney, providing connections between numerous bus routes and the adjacent railway station.
 E1110764 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: Blacktown bus interchange | Statement: [Blacktown, hasBusInterchange, Blacktown bus interchange]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Blacktown bus interchange
Context triple: [Blacktown, hasBusInterchange, Blacktown bus interchange]
  • A. 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.
  • B. 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.
  • 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. 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.
  • E. Blackwood Bus Station
    Blackwood Bus Station is the main public transport hub in the town of Blackwood, Wales, providing local and regional bus services for commuters and visitors.
  • 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: Blacktown bus interchange
Triple: [Blacktown, hasBusInterchange, Blacktown bus interchange]
Generated description
Blacktown bus interchange is a major public transport hub in Blacktown, Sydney, providing connections between numerous bus routes and the adjacent railway station.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Blacktown bus interchange
Target entity description: Blacktown bus interchange is a major public transport hub in Blacktown, Sydney, providing connections between numerous bus routes and the adjacent railway station.
  • A. 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.
  • B. 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.
  • 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. 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.
  • E. Blackwood Bus Station
    Blackwood Bus Station is the main public transport hub in the town of Blackwood, Wales, providing local and regional bus services for commuters and visitors.
  • 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_69d822dec68081908c2553145c4051dc completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb46439b88190a4affcc7ccedab6b completed April 14, 2026, 9:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69fda924c7308190931c03fbac57b0bf completed May 8, 2026, 9:13 a.m.
NEDg Description generation batch_69fdb234bc1c8190a85c802dfcfa7909 completed May 8, 2026, 9:51 a.m.
NED2 Entity disambiguation (via description) batch_69fdb36bd50c8190a8af992fe4b12bb6 completed May 8, 2026, 9:57 a.m.
Created at: April 10, 2026, 1:25 a.m.