Triple

T1184752
Position Surface form Disambiguated ID Type / Status
Subject Townsville E25219 entity
Predicate isMajorRegionalCentreFor P164 FINISHED
Object North Queensland
North Queensland is a sparsely populated tropical region in the northern part of the Australian state of Queensland, known for its coastal cities, mining and agricultural industries, and proximity to the Great Barrier Reef.
E85675 NE FINISHED

How this triple was built (5 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: North Queensland | Statement: [Townsville, isMajorRegionalCentreFor, North Queensland]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: North Queensland
Context triple: [Townsville, isMajorRegionalCentreFor, North Queensland]
  • A. North West Queensland
    North West Queensland is a sparsely populated, mineral-rich region of northwestern Queensland, Australia, known for its major mining centers and vast outback landscapes.
  • B. Central Queensland
    Central Queensland is a largely rural and mining-rich region of northeastern Australia centered around the city of Rockhampton and known for its cattle industry and natural resources.
  • C. Far North Queensland
    Far North Queensland is a tropical region in the northern part of the Australian state of Queensland, known for its rainforests, remote outback, and proximity to the Great Barrier Reef.
  • D. Queensland
    Queensland is a large, northeastern Australian state known for its tropical climate, extensive coastline, and natural attractions such as the Great Barrier Reef and Daintree Rainforest.
  • E. Inland Queensland
    Inland Queensland is the largely rural, inland region of the Australian state of Queensland, characterized by agricultural centers, mining towns, and expansive outback landscapes away from the coastal cities.
  • 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: North Queensland
Triple: [Townsville, isMajorRegionalCentreFor, North Queensland]
Generated description
North Queensland is a sparsely populated tropical region in the northern part of the Australian state of Queensland, known for its coastal cities, mining and agricultural industries, and proximity to the Great Barrier Reef.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: North Queensland
Target entity description: North Queensland is a sparsely populated tropical region in the northern part of the Australian state of Queensland, known for its coastal cities, mining and agricultural industries, and proximity to the Great Barrier Reef.
  • A. North West Queensland
    North West Queensland is a sparsely populated, mineral-rich region of northwestern Queensland, Australia, known for its major mining centers and vast outback landscapes.
  • B. Central Queensland
    Central Queensland is a largely rural and mining-rich region of northeastern Australia centered around the city of Rockhampton and known for its cattle industry and natural resources.
  • C. Far North Queensland chosen
    Far North Queensland is a tropical region in the northern part of the Australian state of Queensland, known for its rainforests, remote outback, and proximity to the Great Barrier Reef.
  • D. Queensland
    Queensland is a large, northeastern Australian state known for its tropical climate, extensive coastline, and natural attractions such as the Great Barrier Reef and Daintree Rainforest.
  • E. Inland Queensland
    Inland Queensland is the largely rural, inland region of the Australian state of Queensland, characterized by agricultural centers, mining towns, and expansive outback landscapes away from the coastal cities.
  • F. None of above.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: isMajorRegionalCentreFor
Context triple: [Townsville, isMajorRegionalCentreFor, North Queensland]
  • A. isMajorCenterOf chosen
    Indicates that a place serves as a primary hub or focal point for a particular activity, function, or domain.
  • B. isMetropolitanCoreOf
    Indicates that one area functions as the central, most urbanized core within a larger metropolitan region or system.
  • C. hasMajorCity
    Indicates that a location possesses at least one city of significant size, importance, or influence within its region or country.
  • D. isNationalAdministrativeCenter
    Indicates that a location serves as the primary administrative or governmental center for a nation.
  • E. hasPopulationCenterType
    Indicates the classification of a population center by its type, such as city, town, village, or other settlement category.
  • F. None of above.

Provenance (6 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_69a49427d98881908646d6c63b8cea1e completed March 1, 2026, 7:31 p.m.
NER Named-entity recognition batch_69a4bd39245881908766c41943dc2752 completed March 1, 2026, 10:27 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac7f3443588190af6c06383e904e7d completed March 7, 2026, 7:40 p.m.
NEDg Description generation batch_69ac7fba00f0819086a0fffa090c5809 completed March 7, 2026, 7:42 p.m.
NED2 Entity disambiguation (via description) batch_69ac807ead9c819088f7195aec87a538 completed March 7, 2026, 7:46 p.m.
PD Predicate disambiguation batch_69a4bb59ca6c81908597a81646674aaa completed March 1, 2026, 10:19 p.m.
Created at: March 1, 2026, 7:45 p.m.