Triple

T14619699
Position Surface form Disambiguated ID Type / Status
Subject Great North Walk E343183 entity
Predicate hasSection P35 FINISHED
Object Gosford to Wyong section
The Gosford to Wyong section is a coastal bushwalking segment of the Great North Walk in New South Wales, featuring forests, waterways, and suburban fringes between the Central Coast towns of Gosford and Wyong.
E1111017 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: Gosford to Wyong section | Statement: [Great North Walk, hasSection, Gosford to Wyong section]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gosford to Wyong section
Context triple: [Great North Walk, hasSection, Gosford to Wyong section]
  • A. Gosford to Newcastle section
    The Gosford to Newcastle section is a key stretch of the Main North railway line in New South Wales, Australia, linking the Central Coast with the city of Newcastle.
  • B. Strathfield to Hornsby section
    The Strathfield to Hornsby section is a major suburban and intercity rail corridor in Sydney, New South Wales, forming a key part of the Main North railway line and linking the inner west to the city’s northern suburbs.
  • C. Newcastle to Maitland section
    The Newcastle to Maitland section is a key suburban and intercity rail corridor in New South Wales, Australia, linking the coastal city of Newcastle with the inland regional centre of Maitland.
  • D. Maitland to Armidale section
    The Maitland to Armidale section is a major inland stretch of New South Wales’ Main North railway line, linking the Hunter Region with the Northern Tablelands.
  • E. Armidale to Wallangarra section
    The Armidale to Wallangarra section is the former northernmost stretch of New South Wales’ Main North railway line, historically linking inland regional centres to the Queensland border.
  • 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: Gosford to Wyong section
Triple: [Great North Walk, hasSection, Gosford to Wyong section]
Generated description
The Gosford to Wyong section is a coastal bushwalking segment of the Great North Walk in New South Wales, featuring forests, waterways, and suburban fringes between the Central Coast towns of Gosford and Wyong.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gosford to Wyong section
Target entity description: The Gosford to Wyong section is a coastal bushwalking segment of the Great North Walk in New South Wales, featuring forests, waterways, and suburban fringes between the Central Coast towns of Gosford and Wyong.
  • A. Gosford to Newcastle section
    The Gosford to Newcastle section is a key stretch of the Main North railway line in New South Wales, Australia, linking the Central Coast with the city of Newcastle.
  • B. Strathfield to Hornsby section
    The Strathfield to Hornsby section is a major suburban and intercity rail corridor in Sydney, New South Wales, forming a key part of the Main North railway line and linking the inner west to the city’s northern suburbs.
  • C. Newcastle to Maitland section
    The Newcastle to Maitland section is a key suburban and intercity rail corridor in New South Wales, Australia, linking the coastal city of Newcastle with the inland regional centre of Maitland.
  • D. Maitland to Armidale section
    The Maitland to Armidale section is a major inland stretch of New South Wales’ Main North railway line, linking the Hunter Region with the Northern Tablelands.
  • E. Armidale to Wallangarra section
    The Armidale to Wallangarra section is the former northernmost stretch of New South Wales’ Main North railway line, historically linking inland regional centres to the Queensland border.
  • 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_69d822dffc3c8190aa173b90761bffda completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb46550e48190af45f426f02579bb completed April 14, 2026, 9:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69fda92688a08190bb27434acc7c12e7 completed May 8, 2026, 9:13 a.m.
NEDg Description generation batch_69fdb2994f2c8190960bd8a27e303cdb completed May 8, 2026, 9:53 a.m.
NED2 Entity disambiguation (via description) batch_69fdb40ee364819087c371fa1e25506c completed May 8, 2026, 9:59 a.m.
Created at: April 10, 2026, 1:25 a.m.