Triple

T9992850
Position Surface form Disambiguated ID Type / Status
Subject Ipswich, Queensland E196928 entity
Predicate hasHeritageArea P295 FINISHED
Object Ipswich CBD heritage precinct
The Ipswich CBD heritage precinct is a historic central district in Ipswich, Queensland, known for its preserved 19th- and early 20th-century architecture and cultural significance.
 E833609 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: Ipswich CBD heritage precinct | Statement: [Ipswich, Queensland, hasHeritageArea, Ipswich CBD heritage precinct]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ipswich CBD heritage precinct
Context triple: [Ipswich, Queensland, hasHeritageArea, Ipswich CBD heritage precinct]
  • 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. Hay heritage precinct
    The Hay heritage precinct is a historic area in Hay, New South Wales, that preserves and showcases the town’s cultural and wartime history through sites such as the Dunera Museum and other heritage-listed buildings.
  • D. Darwin Waterfront Precinct
    Darwin Waterfront Precinct is a popular harbourside leisure and entertainment district in Darwin, Australia, featuring a wave lagoon, swimming areas, dining, and public spaces.
  • E. Hobart waterfront precinct
    The Hobart waterfront precinct is a vibrant harborside area in Hobart, Tasmania, known for its historic docks, seafood eateries, markets, and as a focal point for festivals and maritime events.
  • 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: Ipswich CBD heritage precinct
Triple: [Ipswich, Queensland, hasHeritageArea, Ipswich CBD heritage precinct]
Generated description
The Ipswich CBD heritage precinct is a historic central district in Ipswich, Queensland, known for its preserved 19th- and early 20th-century architecture and cultural significance.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ipswich CBD heritage precinct
Target entity description: The Ipswich CBD heritage precinct is a historic central district in Ipswich, Queensland, known for its preserved 19th- and early 20th-century architecture and cultural significance.
  • 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. Hay heritage precinct
    The Hay heritage precinct is a historic area in Hay, New South Wales, that preserves and showcases the town’s cultural and wartime history through sites such as the Dunera Museum and other heritage-listed buildings.
  • D. Darwin Waterfront Precinct
    Darwin Waterfront Precinct is a popular harbourside leisure and entertainment district in Darwin, Australia, featuring a wave lagoon, swimming areas, dining, and public spaces.
  • E. Hobart waterfront precinct
    The Hobart waterfront precinct is a vibrant harborside area in Hobart, Tasmania, known for its historic docks, seafood eateries, markets, and as a focal point for festivals and maritime events.
  • 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_69ca82f1678c819093d06320a05f16a4 completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cdcb96c7308190902802ef5df764c1 completed April 2, 2026, 1:51 a.m.
NED1 Entity disambiguation (via context triple) batch_69d2582ac03481908e76c10218f419d5 completed April 5, 2026, 12:40 p.m.
NEDg Description generation batch_69d259701e488190b288c9f523a1ec87 completed April 5, 2026, 12:45 p.m.
NED2 Entity disambiguation (via description) batch_69d259da25e081909ac184f4fa80c57e completed April 5, 2026, 12:47 p.m.
Created at: March 30, 2026, 8:50 p.m.