Triple

T11198204
Position Surface form Disambiguated ID Type / Status
Subject Byron Shire E264974 entity
Predicate containsLocality P45140 FINISHED
Object Brunswick Heads
Brunswick Heads is a small coastal town in northern New South Wales, Australia, known for its laid-back atmosphere, river and beach access, and proximity to Byron Bay.
E911626 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: Brunswick Heads | Statement: [Byron Shire, containsLocality, Brunswick Heads]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Brunswick Heads
Context triple: [Byron Shire, containsLocality, Brunswick Heads]
  • A. Burnett Heads
    Burnett Heads is a coastal town in Queensland, Australia, known as the seaside gateway to the city of Bundaberg and the nearby Great Barrier Reef.
  • B. Burleigh Heads
    Burleigh Heads is a popular coastal suburb on Queensland’s Gold Coast in Australia, known for its surf breaks, beaches, and national park headland.
  • C. Norah Head
    Norah Head is a coastal town on the New South Wales Central Coast of Australia, known for its historic lighthouse, beaches, and popular fishing and surfing spots.
  • D. Wentworth Point
    Wentworth Point is a residential and commercial suburb in Sydney, Australia, located on a peninsula along the Parramatta River.
  • E. Darling Point
    Darling Point is an affluent harbourside suburb in Sydney, Australia, known for its luxury residences, waterfront views, and proximity to the central business district.
  • 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: Brunswick Heads
Triple: [Byron Shire, containsLocality, Brunswick Heads]
Generated description
Brunswick Heads is a small coastal town in northern New South Wales, Australia, known for its laid-back atmosphere, river and beach access, and proximity to Byron Bay.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Brunswick Heads
Target entity description: Brunswick Heads is a small coastal town in northern New South Wales, Australia, known for its laid-back atmosphere, river and beach access, and proximity to Byron Bay.
  • A. Burnett Heads
    Burnett Heads is a coastal town in Queensland, Australia, known as the seaside gateway to the city of Bundaberg and the nearby Great Barrier Reef.
  • B. Burleigh Heads
    Burleigh Heads is a popular coastal suburb on Queensland’s Gold Coast in Australia, known for its surf breaks, beaches, and national park headland.
  • C. Norah Head
    Norah Head is a coastal town on the New South Wales Central Coast of Australia, known for its historic lighthouse, beaches, and popular fishing and surfing spots.
  • D. Wentworth Point
    Wentworth Point is a residential and commercial suburb in Sydney, Australia, located on a peninsula along the Parramatta River.
  • E. Darling Point
    Darling Point is an affluent harbourside suburb in Sydney, Australia, known for its luxury residences, waterfront views, and proximity to the central business district.
  • 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_69d6aa9eb9248190b20211772621b4bc completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e8c082fc8190866c574f698b59ef completed April 9, 2026, 5:58 p.m.
NED1 Entity disambiguation (via context triple) batch_69e4970df7cc81909c3b07ead58513e8 completed April 19, 2026, 8:49 a.m.
NEDg Description generation batch_69e49c09844881908e0d95ba3f239024 completed April 19, 2026, 9:10 a.m.
NED2 Entity disambiguation (via description) batch_69e49e7f8b108190bb69f532adf25809 completed April 19, 2026, 9:21 a.m.
Created at: April 8, 2026, 9:29 p.m.