Triple

T533397
Position Surface form Disambiguated ID Type / Status
Subject Central Coast E12273 entity
Predicate hasTown P847 FINISHED
Object Toukley
Toukley is a coastal town in New South Wales, Australia, situated between Tuggerah Lake and Budgewoi Lake on the Central Coast.
 E67669 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: Toukley | Statement: [Central Coast, hasTown, Toukley]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Toukley
Context triple: [Central Coast, hasTown, Toukley]
  • A. Heathcote
    Heathcote is an unincorporated community located within South Brunswick Township in Middlesex County, New Jersey.
  • B. Leeton
    Leeton is a regional agricultural town in the Riverina area of New South Wales, Australia, known for its irrigated farming and food production.
  • C. Kingscliff
    Kingscliff is a coastal town in northeastern New South Wales, Australia, known for its beaches, surf breaks, and relaxed holiday atmosphere.
  • D. Moama
    Moama is a historic river town in New South Wales, Australia, located opposite Echuca on the Murray River and known for tourism, river-based recreation, and its role in the region’s agricultural economy.
  • E. Wyong
    Wyong is a town and administrative centre on the Central Coast 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: Toukley
Triple: [Central Coast, hasTown, Toukley]
Generated description
Toukley is a coastal town in New South Wales, Australia, situated between Tuggerah Lake and Budgewoi Lake on the Central Coast.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Toukley
Target entity description: Toukley is a coastal town in New South Wales, Australia, situated between Tuggerah Lake and Budgewoi Lake on the Central Coast.
  • A. Heathcote
    Heathcote is an unincorporated community located within South Brunswick Township in Middlesex County, New Jersey.
  • B. Leeton
    Leeton is a regional agricultural town in the Riverina area of New South Wales, Australia, known for its irrigated farming and food production.
  • C. Kingscliff
    Kingscliff is a coastal town in northeastern New South Wales, Australia, known for its beaches, surf breaks, and relaxed holiday atmosphere.
  • D. Moama
    Moama is a historic river town in New South Wales, Australia, located opposite Echuca on the Murray River and known for tourism, river-based recreation, and its role in the region’s agricultural economy.
  • E. Wyong
    Wyong is a town and administrative centre on the Central Coast of New South Wales, Australia.
  • 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_69a4933208e88190891f5debab1b776d completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a494e0ab1881909d0cea4dfaa34b0a completed March 1, 2026, 7:34 p.m.
NED1 Entity disambiguation (via context triple) batch_69a4cc5aec388190861b0ee100790c7a completed March 1, 2026, 11:31 p.m.
NEDg Description generation batch_69a4ce71fd488190854e2c19e5acfdf0 completed March 1, 2026, 11:40 p.m.
NED2 Entity disambiguation (via description) batch_69a4cec94bd881908525b92fd9c804f9 completed March 1, 2026, 11:42 p.m.
Created at: March 1, 2026, 7:32 p.m.