Triple

T3465969
Position Surface form Disambiguated ID Type / Status
Subject Warrego Highway E73136 entity
Predicate locatedIn P40 FINISHED
Object 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.
 E391533 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: South West Queensland | Statement: [Warrego Highway, locatedIn, South West Queensland]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: South West Queensland
Context triple: [Warrego Highway, locatedIn, South West 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. 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.
  • D. North Queensland
    North Queensland is a vast, sparsely populated region of northern Australia known for its tropical climate, agriculture, mining, and proximity to the Great Barrier Reef.
  • 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: South West Queensland
Triple: [Warrego Highway, locatedIn, South West Queensland]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: South West Queensland
Target entity description: 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.
  • 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. 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.
  • D. North Queensland
    North Queensland is a vast, sparsely populated region of northern Australia known for its tropical climate, agriculture, mining, and proximity to the Great Barrier Reef.
  • 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_69ad85b224d481908ff8be51338d24ff completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adbb0f2d3881908a5fa871341564ed completed March 8, 2026, 6:08 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4faec5fc4819090c8f55b819d436c completed March 14, 2026, 6:06 a.m.
NEDg Description generation batch_69b4fc7abfb481908f563e17e6e57a4e completed March 14, 2026, 6:13 a.m.
NED2 Entity disambiguation (via description) batch_69b4fce0a6a88190be19941a70caebdc completed March 14, 2026, 6:14 a.m.
Created at: March 8, 2026, 3:17 p.m.