Triple

T14030587
Position Surface form Disambiguated ID Type / Status
Subject New South Wales Central Coast urban area E337575 entity
Predicate containsSuburb P21902 FINISHED
Object Tuggerah
Tuggerah is a suburb on the Central Coast of New South Wales, Australia, known as a key commercial and transport hub featuring major retail centres and a busy railway station.
E1083628 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: Tuggerah | Statement: [New South Wales Central Coast urban area, containsSuburb, Tuggerah]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tuggerah
Context triple: [New South Wales Central Coast urban area, containsSuburb, Tuggerah]
  • A. Batemans Bay
    Batemans Bay is a coastal town in New South Wales, Australia, known for its beaches, fishing, and role as a popular holiday destination.
  • B. Pittwater
    Pittwater is a scenic coastal estuary and popular boating and residential area in northern Sydney, New South Wales, Australia.
  • C. Bathurst Harbour
    Bathurst Harbour is a coastal harbour in Bathurst, New Brunswick, known as a sheltered inlet on Chaleur Bay that supports local fishing, shipping, and recreational activities.
  • D. Coffs Creek
    Coffs Creek is a coastal waterway in Coffs Harbour, New South Wales, known for its estuarine environment and proximity to popular beaches and recreational areas.
  • E. Mosman Bay
    Mosman Bay is a sheltered inlet and residential waterfront area on the northern side of Sydney Harbour in 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: Tuggerah
Triple: [New South Wales Central Coast urban area, containsSuburb, Tuggerah]
Generated description
Tuggerah is a suburb on the Central Coast of New South Wales, Australia, known as a key commercial and transport hub featuring major retail centres and a busy railway station.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tuggerah
Target entity description: Tuggerah is a suburb on the Central Coast of New South Wales, Australia, known as a key commercial and transport hub featuring major retail centres and a busy railway station.
  • A. Batemans Bay
    Batemans Bay is a coastal town in New South Wales, Australia, known for its beaches, fishing, and role as a popular holiday destination.
  • B. Pittwater
    Pittwater is a scenic coastal estuary and popular boating and residential area in northern Sydney, New South Wales, Australia.
  • C. Bathurst Harbour
    Bathurst Harbour is a coastal harbour in Bathurst, New Brunswick, known as a sheltered inlet on Chaleur Bay that supports local fishing, shipping, and recreational activities.
  • D. Coffs Creek
    Coffs Creek is a coastal waterway in Coffs Harbour, New South Wales, known for its estuarine environment and proximity to popular beaches and recreational areas.
  • E. Mosman Bay
    Mosman Bay is a sheltered inlet and residential waterfront area on the northern side of Sydney Harbour in 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_69d81c6543a48190bd5ba93d7419e797 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de2fa9f8248190930954d609dee5f1 completed April 14, 2026, 12:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69fcf7d863ac819085bf5cd76cb2e8dd completed May 7, 2026, 8:36 p.m.
NEDg Description generation batch_69fd0070ded48190a2cd1a1f95a48d13 completed May 7, 2026, 9:13 p.m.
NED2 Entity disambiguation (via description) batch_69fd012728788190b45639644e83afee completed May 7, 2026, 9:16 p.m.
Created at: April 9, 2026, 10:20 p.m.