Triple

T6724885
Position Surface form Disambiguated ID Type / Status
Subject Mackay Regional Council E153491 entity
Predicate jurisdiction P82 FINISHED
Object Mackay urban area
The Mackay urban area is a coastal city and regional hub in Queensland, Australia, known for its sugarcane industry, mining support services, and role as the main population center of the surrounding region.
E157498 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: Mackay urban area | Statement: [Mackay Regional Council, jurisdiction, Mackay urban area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mackay urban area
Context triple: [Mackay Regional Council, jurisdiction, Mackay urban area]
  • A. Capricorn Coast urban area
    The Capricorn Coast urban area is a coastal population center in Central Queensland, Australia, encompassing towns such as Yeppoon and serving as a regional hub for tourism and seaside living.
  • B. Forster–Tuncurry urban area
    The Forster–Tuncurry urban area is a coastal conurbation in New South Wales, Australia, centered on the twin towns of Forster and Tuncurry, known for tourism, fishing, and beachside recreation.
  • C. Redland City
    Redland City is a coastal local government area in the Brisbane metropolitan region of South East Queensland, known for its bayside suburbs and the islands of Moreton Bay.
  • D. Mackay Region
    The Mackay Region is a local government area on the central coast of Queensland, Australia, centered on the city of Mackay and known for its sugar cane industry and access to the Great Barrier Reef.
  • E. Charters Towers
    Charters Towers is a historic gold-mining city in northern Queensland, Australia, known for its well-preserved heritage architecture and role in the late 19th-century gold rush.
  • 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: Mackay urban area
Triple: [Mackay Regional Council, jurisdiction, Mackay urban area]
Generated description
The Mackay urban area is a coastal city and regional hub in Queensland, Australia, known for its sugarcane industry, mining support services, and role as the main population center of the surrounding region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mackay urban area
Target entity description: The Mackay urban area is a coastal city and regional hub in Queensland, Australia, known for its sugarcane industry, mining support services, and role as the main population center of the surrounding region.
  • A. Capricorn Coast urban area
    The Capricorn Coast urban area is a coastal population center in Central Queensland, Australia, encompassing towns such as Yeppoon and serving as a regional hub for tourism and seaside living.
  • B. Forster–Tuncurry urban area
    The Forster–Tuncurry urban area is a coastal conurbation in New South Wales, Australia, centered on the twin towns of Forster and Tuncurry, known for tourism, fishing, and beachside recreation.
  • C. Redland City
    Redland City is a coastal local government area in the Brisbane metropolitan region of South East Queensland, known for its bayside suburbs and the islands of Moreton Bay.
  • D. Mackay Region chosen
    The Mackay Region is a local government area on the central coast of Queensland, Australia, centered on the city of Mackay and known for its sugar cane industry and access to the Great Barrier Reef.
  • E. Charters Towers
    Charters Towers is a historic gold-mining city in northern Queensland, Australia, known for its well-preserved heritage architecture and role in the late 19th-century gold rush.
  • F. None of above.

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_69c6880afb988190ad88011b48ecfcba completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d14fb1a8819083287ca8bb576bba completed March 27, 2026, 6:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69c70afcbe308190909fe8f34ca8e5e2 completed March 27, 2026, 10:55 p.m.
NEDg Description generation batch_69c70cc64b208190b01c596f704a6bfb completed March 27, 2026, 11:03 p.m.
NED2 Entity disambiguation (via description) batch_69c70d1b8c848190b2235f461df135ed completed March 27, 2026, 11:04 p.m.
Created at: March 27, 2026, 2:08 p.m.