Triple

T15104426
Position Surface form Disambiguated ID Type / Status
Subject Blackall Range E360749 entity
Predicate hasWalkingTrack P3625 FINISHED
Object Sunshine Coast Hinterland Great Walk
The Sunshine Coast Hinterland Great Walk is a long-distance hiking trail in Queensland, Australia, that traverses rainforest, waterfalls, and scenic ridges through the Blackall Range.
E1137187 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 Great Walk | Statement: [Blackall Range, hasWalkingTrack, Sunshine Coast Hinterland Great Walk]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Sunshine Coast Hinterland Great Walk
Context triple: [Blackall Range, hasWalkingTrack, Sunshine Coast Hinterland Great Walk]
  • A. Scenic Rim Trail
    Scenic Rim Trail is a long-distance walking track in Queensland, Australia, known for its multi-day hikes through dramatic mountain ranges, rainforests, and rural landscapes.
  • B. Maitland Bay Track
    Maitland Bay Track is a popular coastal bushwalking trail in New South Wales, Australia, leading through Bouddi National Park down to the secluded Maitland Bay beach.
  • C. Noosa Hill Track
    Noosa Hill Track is a popular walking trail in Noosa National Park that climbs through coastal bushland to a scenic lookout over the surrounding region.
  • D. Noosa National Park coastal track
    The Noosa National Park coastal track is a popular scenic walking trail in Queensland, Australia, renowned for its ocean views, beaches, and opportunities to spot wildlife such as koalas and dolphins.
  • E. Blue Mountains walking track network
    The Blue Mountains walking track network is an extensive system of interconnected bushwalking trails in New South Wales, Australia, renowned for its dramatic sandstone cliffs, waterfalls, and World Heritage-listed wilderness.
  • 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 Great Walk
Triple: [Blackall Range, hasWalkingTrack, Sunshine Coast Hinterland Great Walk]
Generated description
The Sunshine Coast Hinterland Great Walk is a long-distance hiking trail in Queensland, Australia, that traverses rainforest, waterfalls, and scenic ridges through the Blackall Range.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Sunshine Coast Hinterland Great Walk
Target entity description: The Sunshine Coast Hinterland Great Walk is a long-distance hiking trail in Queensland, Australia, that traverses rainforest, waterfalls, and scenic ridges through the Blackall Range.
  • A. Scenic Rim Trail
    Scenic Rim Trail is a long-distance walking track in Queensland, Australia, known for its multi-day hikes through dramatic mountain ranges, rainforests, and rural landscapes.
  • B. Maitland Bay Track
    Maitland Bay Track is a popular coastal bushwalking trail in New South Wales, Australia, leading through Bouddi National Park down to the secluded Maitland Bay beach.
  • C. Noosa Hill Track
    Noosa Hill Track is a popular walking trail in Noosa National Park that climbs through coastal bushland to a scenic lookout over the surrounding region.
  • D. Noosa National Park coastal track
    The Noosa National Park coastal track is a popular scenic walking trail in Queensland, Australia, renowned for its ocean views, beaches, and opportunities to spot wildlife such as koalas and dolphins.
  • E. Blue Mountains walking track network
    The Blue Mountains walking track network is an extensive system of interconnected bushwalking trails in New South Wales, Australia, renowned for its dramatic sandstone cliffs, waterfalls, and World Heritage-listed wilderness.
  • 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.