Triple

T14591859
Position Surface form Disambiguated ID Type / Status
Subject Lockyer Valley Region E342464 entity
Predicate locatedIn P40 FINISHED
Object Inland South East Queensland
Inland South East Queensland is a predominantly rural and agricultural inland area of Queensland, Australia, encompassing regions such as the Lockyer Valley and parts of the Darling Downs hinterland.
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: Inland South East Queensland | Statement: [Lockyer Valley Region, locatedIn, Inland South East Queensland]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Inland South East Queensland
Context triple: [Lockyer Valley Region, locatedIn, Inland South East Queensland]
  • A. 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.
  • B. 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.
  • 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. Coastal Queensland
    Coastal Queensland is the populated eastern seaboard region of the Australian state of Queensland, known for its beaches, tropical climate, and major cities such as Brisbane, Cairns, and Townsville.
  • E. Regional Queensland
    Regional Queensland refers to the areas of the Australian state of Queensland outside the capital city Brisbane, encompassing a range of coastal, rural, and remote communities and regional centres.
  • 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: Inland South East Queensland
Triple: [Lockyer Valley Region, locatedIn, Inland South East Queensland]
Generated description
Inland South East Queensland is a predominantly rural and agricultural inland area of Queensland, Australia, encompassing regions such as the Lockyer Valley and parts of the Darling Downs hinterland.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Inland South East Queensland
Target entity description: Inland South East Queensland is a predominantly rural and agricultural inland area of Queensland, Australia, encompassing regions such as the Lockyer Valley and parts of the Darling Downs hinterland.
  • A. 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.
  • B. 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.
  • 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. Coastal Queensland
    Coastal Queensland is the populated eastern seaboard region of the Australian state of Queensland, known for its beaches, tropical climate, and major cities such as Brisbane, Cairns, and Townsville.
  • E. Regional Queensland
    Regional Queensland refers to the areas of the Australian state of Queensland outside the capital city Brisbane, encompassing a range of coastal, rural, and remote communities and regional centres.
  • 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_69d822ddc0f081909cd8163c7de298cd completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb4249af08190962009741d1f7d41 completed April 14, 2026, 9:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69fe388298c0819083c6bd7259c02d08 completed May 8, 2026, 7:24 p.m.
NEDg Description generation batch_69fe41c0a6608190b9e977c6a0470de9 completed May 8, 2026, 8:04 p.m.
NED2 Entity disambiguation (via description) batch_69fe4263f1cc8190b30478a3fb750ba5 completed May 8, 2026, 8:07 p.m.
Created at: April 10, 2026, 1:24 a.m.