Triple

T3415692
Position Surface form Disambiguated ID Type / Status
Subject Maleny E72002 entity
Predicate region P40 FINISHED
Object Sunshine Coast hinterland
The Sunshine Coast hinterland is a scenic inland region of Queensland, Australia, known for its rolling green hills, rainforest, waterfalls, and charming rural towns.
 E366971 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: Sunshine Coast hinterland | Statement: [Maleny, region, Sunshine Coast hinterland]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Sunshine Coast hinterland
Context triple: [Maleny, region, Sunshine Coast hinterland]
  • A. Gold Coast hinterland
    The Gold Coast hinterland is a lush, mountainous region in southeastern Queensland, Australia, known for its national parks, rainforests, waterfalls, and scenic lookouts behind the coastal city of the Gold Coast.
  • B. Sunshine Coast
    Sunshine Coast is a coastal region in southeastern Queensland, Australia, known for its beaches, surf spots, and relaxed lifestyle.
  • C. Sunshine Coast
    Sunshine Coast is a scenic coastal region in South Africa’s Eastern Cape known for its sandy beaches, warm climate, and popular seaside holiday towns.
  • D. Sunshine Coast
    The Sunshine Coast is a scenic coastal region in southwestern British Columbia, Canada, known for its mild climate, forested mountains, and oceanfront communities accessible mainly by ferry or air.
  • E. Fraser Coast Region
    Fraser Coast Region is a local government area in Queensland, Australia, known for its coastal communities, whale-watching tourism, and proximity to World Heritage–listed natural attractions.
  • 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: Sunshine Coast hinterland
Triple: [Maleny, region, Sunshine Coast hinterland]
Generated description
The Sunshine Coast hinterland is a scenic inland region of Queensland, Australia, known for its rolling green hills, rainforest, waterfalls, and charming rural towns.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Sunshine Coast hinterland
Target entity description: The Sunshine Coast hinterland is a scenic inland region of Queensland, Australia, known for its rolling green hills, rainforest, waterfalls, and charming rural towns.
  • A. Gold Coast hinterland
    The Gold Coast hinterland is a lush, mountainous region in southeastern Queensland, Australia, known for its national parks, rainforests, waterfalls, and scenic lookouts behind the coastal city of the Gold Coast.
  • B. Sunshine Coast
    Sunshine Coast is a coastal region in southeastern Queensland, Australia, known for its beaches, surf spots, and relaxed lifestyle.
  • C. Sunshine Coast
    Sunshine Coast is a scenic coastal region in South Africa’s Eastern Cape known for its sandy beaches, warm climate, and popular seaside holiday towns.
  • D. Sunshine Coast
    The Sunshine Coast is a scenic coastal region in southwestern British Columbia, Canada, known for its mild climate, forested mountains, and oceanfront communities accessible mainly by ferry or air.
  • E. Fraser Coast Region
    Fraser Coast Region is a local government area in Queensland, Australia, known for its coastal communities, whale-watching tourism, and proximity to World Heritage–listed natural attractions.
  • 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_69ad85ad38e48190b7660c5118a35289 completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb92ae6148190958d6bb735258cab completed March 8, 2026, 6 p.m.
NED1 Entity disambiguation (via context triple) batch_69b38bb30b708190ab06280feea59eaf completed March 13, 2026, 3:59 a.m.
NEDg Description generation batch_69b38c4bf12081909212743357a9decf completed March 13, 2026, 4:02 a.m.
NED2 Entity disambiguation (via description) batch_69b38cb872948190a75bc6d6829187c5 completed March 13, 2026, 4:04 a.m.
Created at: March 8, 2026, 3:15 p.m.