Triple

T3465920
Position Surface form Disambiguated ID Type / Status
Subject Southern Queensland Institute of TAFE E73135 entity
Predicate locatedIn P40 FINISHED
Object 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.
E384638 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: Southern Queensland | Statement: [Southern Queensland Institute of TAFE, locatedIn, Southern Queensland]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Southern Queensland
Context triple: [Southern Queensland Institute of TAFE, locatedIn, Southern Queensland]
  • A. 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.
  • B. 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.
  • 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. 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. South East Queensland
    South East Queensland is a populous and rapidly growing coastal region of Queensland, Australia, encompassing major urban centers such as Brisbane, the Gold Coast, and the Sunshine Coast.
  • 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: Southern Queensland
Triple: [Southern Queensland Institute of TAFE, locatedIn, Southern Queensland]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Southern Queensland
Target entity description: 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.
  • A. 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.
  • B. 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.
  • 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. 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. South East Queensland
    South East Queensland is a populous and rapidly growing coastal region of Queensland, Australia, encompassing major urban centers such as Brisbane, the Gold Coast, and the Sunshine Coast.
  • 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_69b4daeff8c0819097e60f893e6669d5 completed March 14, 2026, 3:50 a.m.
NEDg Description generation batch_69b4dedf1bb8819085ca054b3dfc95d8 completed March 14, 2026, 4:06 a.m.
NED2 Entity disambiguation (via description) batch_69b4df53bb648190af6507919fd4d59d completed March 14, 2026, 4:08 a.m.
Created at: March 8, 2026, 3:17 p.m.