Triple

T4876665
Position Surface form Disambiguated ID Type / Status
Subject North West Queensland E109220 entity
Predicate borderingRegion P17964 FINISHED
Object Central West Queensland
Central West Queensland is a sparsely populated inland region of western Queensland, Australia, known for its vast outback landscapes, grazing industries, and small rural towns.
E479415 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: Central West Queensland | Statement: [North West Queensland, borderingRegion, Central West Queensland]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Central West Queensland
Context triple: [North West Queensland, borderingRegion, Central West Queensland]
  • A. South West Queensland
    South West Queensland is a sparsely populated inland region of the Australian state of Queensland known for its arid landscapes, pastoral agriculture, and outback towns.
  • 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. 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.
  • D. Southern Queensland
    Southern Queensland is a region in the southern part of the Australian state of Queensland, encompassing a mix of coastal cities, rural areas, and educational and agricultural hubs.
  • E. Darling Downs
    Darling Downs is a fertile agricultural region in southern Queensland, Australia, known for its rich farmlands and grazing country.
  • 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: Central West Queensland
Triple: [North West Queensland, borderingRegion, Central West Queensland]
Generated description
Central West Queensland is a sparsely populated inland region of western Queensland, Australia, known for its vast outback landscapes, grazing industries, and small rural towns.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Central West Queensland
Target entity description: Central West Queensland is a sparsely populated inland region of western Queensland, Australia, known for its vast outback landscapes, grazing industries, and small rural towns.
  • A. South West Queensland
    South West Queensland is a sparsely populated inland region of the Australian state of Queensland known for its arid landscapes, pastoral agriculture, and outback towns.
  • 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. 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.
  • D. Southern Queensland
    Southern Queensland is a region in the southern part of the Australian state of Queensland, encompassing a mix of coastal cities, rural areas, and educational and agricultural hubs.
  • E. Darling Downs
    Darling Downs is a fertile agricultural region in southern Queensland, Australia, known for its rich farmlands and grazing country.
  • 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_69bd440e9d64819083e82cf33b4d9570 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd6dbbc734819083b28a022e5690d6 completed March 20, 2026, 3:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69be6fb5da2c8190aeec7d6d11b12b11 completed March 21, 2026, 10:15 a.m.
NEDg Description generation batch_69be712338a08190a5a2adc0762d5dcd completed March 21, 2026, 10:21 a.m.
NED2 Entity disambiguation (via description) batch_69be717c175c8190b007e98f24af80ad completed March 21, 2026, 10:22 a.m.
Created at: March 20, 2026, 1:27 p.m.