Triple

T3227936
Position Surface form Disambiguated ID Type / Status
Subject Greater Sydney region E67667 entity
Predicate containsCity P294 FINISHED
Object Campbelltown
Campbelltown is a major outer south-western suburb and local government area of Sydney, New South Wales, known for its residential communities, commercial centres, and transport links to the city.
 E338792 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: Campbelltown | Statement: [Greater Sydney region, containsCity, Campbelltown]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Campbelltown
Context triple: [Greater Sydney region, containsCity, Campbelltown]
  • A. Coleambally
    Coleambally is a small irrigation-based town in the Riverina region of New South Wales, Australia, known for its rice and agricultural production.
  • B. Helensvale
    Helensvale is a residential suburb and transport hub in the northern part of the Gold Coast in Queensland, Australia.
  • C. Williamtown
    Williamtown is a locality in New South Wales, Australia, best known for hosting Newcastle Airport and the RAAF Base Williamtown military air base.
  • D. Deniliquin
    Deniliquin is a rural town in southern New South Wales, Australia, known for its agricultural industry and annual ute muster festival.
  • E. Kempsey
    Kempsey is a town in New South Wales, Australia, situated on the Macleay River and serving as a regional centre on the state’s Mid North Coast.
  • 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: Campbelltown
Triple: [Greater Sydney region, containsCity, Campbelltown]
Generated description
Campbelltown is a major outer south-western suburb and local government area of Sydney, New South Wales, known for its residential communities, commercial centres, and transport links to the city.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Campbelltown
Target entity description: Campbelltown is a major outer south-western suburb and local government area of Sydney, New South Wales, known for its residential communities, commercial centres, and transport links to the city.
  • A. Coleambally
    Coleambally is a small irrigation-based town in the Riverina region of New South Wales, Australia, known for its rice and agricultural production.
  • B. Helensvale
    Helensvale is a residential suburb and transport hub in the northern part of the Gold Coast in Queensland, Australia.
  • C. Williamtown
    Williamtown is a locality in New South Wales, Australia, best known for hosting Newcastle Airport and the RAAF Base Williamtown military air base.
  • D. Deniliquin
    Deniliquin is a rural town in southern New South Wales, Australia, known for its agricultural industry and annual ute muster festival.
  • E. Kempsey
    Kempsey is a town in New South Wales, Australia, situated on the Macleay River and serving as a regional centre on the state’s Mid North Coast.
  • 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_69ad858c61888190a31196310d9b30b5 completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69adaeb6f8588190a33a9d6c779e8992 completed March 8, 2026, 5:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69b262675b588190bcff98e7fa3a0c77 completed March 12, 2026, 6:51 a.m.
NEDg Description generation batch_69b264c6022c81908b3235e88a7ed27f completed March 12, 2026, 7:01 a.m.
NED2 Entity disambiguation (via description) batch_69b268bd0d3c8190a60dda0a9086c0cc completed March 12, 2026, 7:18 a.m.
Created at: March 8, 2026, 3:08 p.m.