Triple

T19983176
Position Surface form Disambiguated ID Type / Status
Subject Maryborough, Queensland, Australia E493866 entity
Predicate hasHeritageListing P921 FINISHED
Object Maryborough Central Business District heritage area — NE NERFINISHED

How this triple was built (3 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: Maryborough Central Business District heritage area | Statement: [Maryborough, Queensland, Australia, hasHeritageListing, Maryborough Central Business District heritage area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Maryborough Central Business District heritage area
Context triple: [Maryborough, Queensland, Australia, hasHeritageListing, Maryborough Central Business District heritage area]
  • A. Quay Street historic precinct
    The Quay Street historic precinct is a notable heritage area in Rockhampton, Queensland, renowned for its well-preserved 19th-century commercial streetscape along the Fitzroy River.
  • B. Macquarie Street civic precinct
    The Macquarie Street civic precinct is a historic governmental and cultural district in central Sydney that houses key institutions such as Parliament House, major courts, and significant heritage buildings.
  • C. Melbourne conservation area
    Melbourne conservation area is a designated historic zone in the village of Melbourne, Derbyshire, recognised for its distinctive architectural character and heritage significance.
  • D. Jackson Street heritage precinct
    Jackson Street heritage precinct is a historic streetscape in Petone, New Zealand, noted for its well-preserved early 20th-century commercial buildings and cultural character.
  • E. Darwin Central Business District
    Darwin Central Business District is the main commercial and administrative heart of Darwin, Northern Territory, featuring offices, retail, dining, and entertainment venues.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Maryborough Central Business District heritage area
Target entity description: The Maryborough Central Business District heritage area is a historically significant precinct in Maryborough, Queensland, known for its well-preserved 19th- and early 20th-century commercial streetscapes and civic architecture.
  • A. Quay Street historic precinct
    The Quay Street historic precinct is a notable heritage area in Rockhampton, Queensland, renowned for its well-preserved 19th-century commercial streetscape along the Fitzroy River.
  • B. Macquarie Street civic precinct
    The Macquarie Street civic precinct is a historic governmental and cultural district in central Sydney that houses key institutions such as Parliament House, major courts, and significant heritage buildings.
  • C. Melbourne conservation area
    Melbourne conservation area is a designated historic zone in the village of Melbourne, Derbyshire, recognised for its distinctive architectural character and heritage significance.
  • D. Jackson Street heritage precinct
    Jackson Street heritage precinct is a historic streetscape in Petone, New Zealand, noted for its well-preserved early 20th-century commercial buildings and cultural character.
  • E. Darwin Central Business District
    Darwin Central Business District is the main commercial and administrative heart of Darwin, Northern Territory, featuring offices, retail, dining, and entertainment venues.
  • F. None of above. chosen

Provenance (2 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_69da626a67648190af9653832a3aeced completed April 11, 2026, 3:02 p.m.
NER Named-entity recognition batch_69e65d14c3c08190b1ba8f4da08a4ccf completed April 20, 2026, 5:06 p.m.
Created at: April 11, 2026, 3:28 p.m.