Triple

T21321338
Position Surface form Disambiguated ID Type / Status
Subject Walyunga National Park E525622 entity
Predicate hasTrail P3625 FINISHED
Object Walyunga Heritage Trail
Walyunga Heritage Trail is a walking track in Western Australia that guides visitors through the natural and cultural features of Walyunga National Park, including sites significant to Aboriginal heritage.
E1478005 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: Walyunga Heritage Trail | Statement: [Walyunga National Park, hasTrail, Walyunga Heritage Trail]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Walyunga Heritage Trail
Context triple: [Walyunga National Park, hasTrail, Walyunga Heritage Trail]
  • A. Outback Way
    Outback Way is a long-distance Australian route linking Western Australia, the Northern Territory, and Queensland through remote outback regions and often promoted as an inland alternative to coastal highways.
  • B. 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.
  • C. Flinders Ranges Way
    Flinders Ranges Way is a scenic highway in South Australia that winds through the Flinders Ranges, providing access to key natural attractions and outback landscapes.
  • D. Hutt River Trail
    Hutt River Trail is a popular walking and cycling route that follows the Hutt River through New Zealand’s Hutt Valley, offering scenic views and outdoor recreation opportunities.
  • E. Heysen Trail
    The Heysen Trail is a long-distance walking track in South Australia that stretches for over 1,200 kilometers through diverse landscapes including coastal areas, forests, and farmland.
  • 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: Walyunga Heritage Trail
Triple: [Walyunga National Park, hasTrail, Walyunga Heritage Trail]
Generated description
Walyunga Heritage Trail is a walking track in Western Australia that guides visitors through the natural and cultural features of Walyunga National Park, including sites significant to Aboriginal heritage.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Walyunga Heritage Trail
Target entity description: Walyunga Heritage Trail is a walking track in Western Australia that guides visitors through the natural and cultural features of Walyunga National Park, including sites significant to Aboriginal heritage.
  • A. Outback Way
    Outback Way is a long-distance Australian route linking Western Australia, the Northern Territory, and Queensland through remote outback regions and often promoted as an inland alternative to coastal highways.
  • B. 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.
  • C. Flinders Ranges Way
    Flinders Ranges Way is a scenic highway in South Australia that winds through the Flinders Ranges, providing access to key natural attractions and outback landscapes.
  • D. Hutt River Trail
    Hutt River Trail is a popular walking and cycling route that follows the Hutt River through New Zealand’s Hutt Valley, offering scenic views and outdoor recreation opportunities.
  • E. Heysen Trail
    The Heysen Trail is a long-distance walking track in South Australia that stretches for over 1,200 kilometers through diverse landscapes including coastal areas, forests, and farmland.
  • 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_69e0b51ad810819098c12392c8e55f6c completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e77ed1538c8190954da114e49dfa36 completed April 21, 2026, 1:42 p.m.
NED1 Entity disambiguation (via context triple) batch_6a099ee48a0881909edd40cde83d10c5 completed May 17, 2026, 10:56 a.m.
NEDg Description generation batch_6a099fa8142c819090f4521e39157cf0 completed May 17, 2026, 10:59 a.m.
NED2 Entity disambiguation (via description) batch_6a09a0b6374c8190bfea2d9a3c02a69b completed May 17, 2026, 11:04 a.m.
Created at: April 16, 2026, 4:39 p.m.