Triple

T2992293
Position Surface form Disambiguated ID Type / Status
Subject Grose Valley E80783 entity
Predicate hasTownNearby P3883 FINISHED
Object Blackheath, New South Wales
Blackheath, New South Wales is a historic Blue Mountains town west of Sydney known for its dramatic cliff-top views, bushwalking trails, and cool-climate gardens.
E317423 NE FINISHED

How this triple was built (5 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: Blackheath, New South Wales | Statement: [Grose Valley, hasTownNearby, Blackheath, New South Wales]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Blackheath, New South Wales
Context triple: [Grose Valley, hasTownNearby, Blackheath, New South Wales]
  • A. Muswellbrook, New South Wales
    Muswellbrook, New South Wales is a regional town in the Upper Hunter Valley known for its coal mining, power generation, and thoroughbred horse breeding industries.
  • B. Gladesville
    Gladesville is a suburb in Sydney, Australia, known for its riverside location along the Parramatta River and mix of residential streets, parks, and local shops.
  • C. Kurrajong
    Kurrajong is an electorate of the Australian Capital Territory Legislative Assembly that covers central Canberra and surrounding suburbs.
  • D. Scone, New South Wales
    Scone, New South Wales is a rural town in the Upper Hunter region known as the "Horse Capital of Australia" for its thoroughbred breeding and equine industry.
  • E. Bolwarra Heights
    Bolwarra Heights is a residential suburb located within the city of Maitland in the Hunter Region of 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: Blackheath, New South Wales
Triple: [Grose Valley, hasTownNearby, Blackheath, New South Wales]
Generated description
Blackheath, New South Wales is a historic Blue Mountains town west of Sydney known for its dramatic cliff-top views, bushwalking trails, and cool-climate gardens.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Blackheath, New South Wales
Target entity description: Blackheath, New South Wales is a historic Blue Mountains town west of Sydney known for its dramatic cliff-top views, bushwalking trails, and cool-climate gardens.
  • A. Muswellbrook, New South Wales
    Muswellbrook, New South Wales is a regional town in the Upper Hunter Valley known for its coal mining, power generation, and thoroughbred horse breeding industries.
  • B. Gladesville
    Gladesville is a suburb in Sydney, Australia, known for its riverside location along the Parramatta River and mix of residential streets, parks, and local shops.
  • C. Kurrajong
    Kurrajong is an electorate of the Australian Capital Territory Legislative Assembly that covers central Canberra and surrounding suburbs.
  • D. Scone, New South Wales
    Scone, New South Wales is a rural town in the Upper Hunter region known as the "Horse Capital of Australia" for its thoroughbred breeding and equine industry.
  • E. Bolwarra Heights
    Bolwarra Heights is a residential suburb located within the city of Maitland in the Hunter Region of New South Wales, Australia.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasTownNearby
Context triple: [Grose Valley, hasTownNearby, Blackheath, New South Wales]
  • A. hasNearbyTown chosen
    Indicates that one location has a town situated close to it in geographic proximity.
  • B. hasTown
    Indicates that one entity possesses, contains, or is associated with a town as part of its structure, jurisdiction, or composition.
  • C. hasTribalHeadquartersNearby
    Indicates that the subject entity is located close to the tribal headquarters of a Native nation or tribe.
  • D. hasTownship
    Indicates that one administrative area or jurisdiction includes or is associated with a specific township.
  • E. hasNotableTown
    Indicates that an entity includes or is associated with a town that is considered notable or significant in some way.
  • F. None of above.

Provenance (6 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_69ad8b16c3488190b47b6aa7a59a335b completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad99df69d08190a0e25efb0dc8d653 completed March 8, 2026, 3:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69b109039cfc8190a286c83df752967e completed March 11, 2026, 6:17 a.m.
NEDg Description generation batch_69b10bc71c708190b1e620d41278c3e0 completed March 11, 2026, 6:29 a.m.
NED2 Entity disambiguation (via description) batch_69b10c43a7c48190b63a7b3f0f180d44 completed March 11, 2026, 6:31 a.m.
PD Predicate disambiguation batch_69ad961403108190bbecb8d3608fd4e0 completed March 8, 2026, 3:30 p.m.
Created at: March 8, 2026, 2:59 p.m.