Triple

T3448440
Position Surface form Disambiguated ID Type / Status
Subject Mitchell Highway E72732 entity
Predicate regionServed P82 FINISHED
Object South West Queensland
South West Queensland is a sparsely populated inland region of Queensland, Australia, known for its vast outback landscapes, grazing and agricultural industries, and small rural communities.
E82883 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: [Mitchell Highway, regionServed, South West Queensland]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: South West Queensland
Context triple: [Mitchell Highway, regionServed, 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. 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.
  • D. Darling Downs
    Darling Downs is a fertile agricultural region in southern Queensland, Australia, known for its rich farmlands and grazing country.
  • 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: South West Queensland
Triple: [Mitchell Highway, regionServed, South West Queensland]
Generated description
South West Queensland is a sparsely populated inland region of Queensland, Australia, known for its vast outback landscapes, grazing and agricultural industries, and small rural communities.
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 Queensland, Australia, known for its vast outback landscapes, grazing and agricultural industries, and small rural communities.
  • 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. 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.
  • D. Darling Downs
    Darling Downs is a fertile agricultural region in southern Queensland, Australia, known for its rich farmlands and grazing country.
  • E. Inland Queensland chosen
    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.

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_69ad85b05c848190b7a28ceec2bd7b74 completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adba705d988190b76d905751a337ee completed March 8, 2026, 6:05 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4cdce42688190b6f33b39649fedd7 completed March 14, 2026, 2:54 a.m.
NEDg Description generation batch_69b4cf6a84fc8190b07fbc31621bd871 completed March 14, 2026, 3 a.m.
NED2 Entity disambiguation (via description) batch_69b4d32caa7c81908332ac23bd4d9571 completed March 14, 2026, 3:17 a.m.
Created at: March 8, 2026, 3:16 p.m.