Triple

T15104420
Position Surface form Disambiguated ID Type / Status
Subject Blackall Range E360749 entity
Predicate overlooks P1323 FINISHED
Object Sunshine Coast coastal plain
The Sunshine Coast coastal plain is a low-lying coastal region in Queensland, Australia, characterized by beaches, estuaries, and urban settlements stretching inland from the Coral Sea.
E1137186 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 coastal plain | Statement: [Blackall Range, overlooks, Sunshine Coast coastal plain]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Sunshine Coast coastal plain
Context triple: [Blackall Range, overlooks, Sunshine Coast coastal plain]
  • A. Gold Coast coastal plain
    The Gold Coast coastal plain is a low-lying, densely urbanized stretch of coastline in southeastern Queensland, Australia, known for its beaches, waterways, and tourism-focused development.
  • B. Wide Bay–Burnett coast
    The Wide Bay–Burnett coast is a coastal region of Queensland, Australia, known for its sandy beaches, subtropical climate, and access to the southern Great Barrier Reef and Fraser Island.
  • C. Sunshine Coast hinterland plateau
    The Sunshine Coast hinterland plateau is an elevated, scenic region in Queensland, Australia, known for its lush forests, waterfalls, small rural towns, and panoramic coastal views.
  • D. Forster–Tuncurry coastal area
    The Forster–Tuncurry coastal area is a popular New South Wales holiday region known for its twin towns, sandy beaches, and scenic waterways along the Mid North Coast of Australia.
  • E. Gold Coast littoral
    The Gold Coast littoral is the coastal region of present-day Ghana along the Gulf of Guinea that historically hosted dense networks of African states, European forts, and Atlantic trade, including the transatlantic slave trade.
  • 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 coastal plain
Triple: [Blackall Range, overlooks, Sunshine Coast coastal plain]
Generated description
The Sunshine Coast coastal plain is a low-lying coastal region in Queensland, Australia, characterized by beaches, estuaries, and urban settlements stretching inland from the Coral Sea.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Sunshine Coast coastal plain
Target entity description: The Sunshine Coast coastal plain is a low-lying coastal region in Queensland, Australia, characterized by beaches, estuaries, and urban settlements stretching inland from the Coral Sea.
  • A. Gold Coast coastal plain
    The Gold Coast coastal plain is a low-lying, densely urbanized stretch of coastline in southeastern Queensland, Australia, known for its beaches, waterways, and tourism-focused development.
  • B. Wide Bay–Burnett coast
    The Wide Bay–Burnett coast is a coastal region of Queensland, Australia, known for its sandy beaches, subtropical climate, and access to the southern Great Barrier Reef and Fraser Island.
  • C. Sunshine Coast hinterland plateau
    The Sunshine Coast hinterland plateau is an elevated, scenic region in Queensland, Australia, known for its lush forests, waterfalls, small rural towns, and panoramic coastal views.
  • D. Forster–Tuncurry coastal area
    The Forster–Tuncurry coastal area is a popular New South Wales holiday region known for its twin towns, sandy beaches, and scenic waterways along the Mid North Coast of Australia.
  • E. Gold Coast littoral
    The Gold Coast littoral is the coastal region of present-day Ghana along the Gulf of Guinea that historically hosted dense networks of African states, European forts, and Atlantic trade, including the transatlantic slave trade.
  • 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_69d85a0491ec8190830960be8fafb994 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e00551521c8190b48d1a074bb4bdfc completed April 15, 2026, 9:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69feae274f6881908931569efc09996e completed May 9, 2026, 3:46 a.m.
NEDg Description generation batch_69feb06643508190a21939ff3e1389c6 completed May 9, 2026, 3:56 a.m.
NED2 Entity disambiguation (via description) batch_69feb0d114388190b2b16703003da446 completed May 9, 2026, 3:58 a.m.
Created at: April 10, 2026, 3:05 a.m.