Triple

T20562113
Position Surface form Disambiguated ID Type / Status
Subject MacKenzie Falls E504867 entity
Predicate hasTrail P3625 FINISHED
Object MacKenzie Falls walking track
The MacKenzie Falls walking track is a popular hiking trail in Victoria’s Grampians National Park that leads visitors through rugged bushland to viewpoints overlooking the spectacular MacKenzie Falls.
E1438635 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: MacKenzie Falls walking track | Statement: [MacKenzie Falls, hasTrail, MacKenzie Falls walking track]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: MacKenzie Falls walking track
Context triple: [MacKenzie Falls, hasTrail, MacKenzie Falls walking track]
  • A. La La Falls walking track
    La La Falls walking track is a scenic forest trail near Warburton in Victoria, Australia, leading visitors through lush bushland to the picturesque La La Falls.
  • B. West Rim walking track
    West Rim walking track is a scenic bushwalking trail in New South Wales’ Southern Highlands that offers clifftop views, lookouts, and waterfalls around Fitzroy Falls.
  • C. Katoomba Falls Round Walk
    Katoomba Falls Round Walk is a popular short walking track in the Blue Mountains of New South Wales, Australia, offering scenic views of Katoomba Falls and the surrounding Jamison Valley.
  • D. Somersby Falls walking track
    Somersby Falls walking track is a short rainforest trail in New South Wales, Australia, leading visitors past a series of picturesque waterfalls and lush bushland.
  • E. Mount Keira walking track network
    The Mount Keira walking track network is a system of bushwalking trails on and around Mount Keira near Wollongong, New South Wales, offering scenic rainforest, escarpment, and lookout walks.
  • 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: MacKenzie Falls walking track
Triple: [MacKenzie Falls, hasTrail, MacKenzie Falls walking track]
Generated description
The MacKenzie Falls walking track is a popular hiking trail in Victoria’s Grampians National Park that leads visitors through rugged bushland to viewpoints overlooking the spectacular MacKenzie Falls.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: MacKenzie Falls walking track
Target entity description: The MacKenzie Falls walking track is a popular hiking trail in Victoria’s Grampians National Park that leads visitors through rugged bushland to viewpoints overlooking the spectacular MacKenzie Falls.
  • A. La La Falls walking track
    La La Falls walking track is a scenic forest trail near Warburton in Victoria, Australia, leading visitors through lush bushland to the picturesque La La Falls.
  • B. West Rim walking track
    West Rim walking track is a scenic bushwalking trail in New South Wales’ Southern Highlands that offers clifftop views, lookouts, and waterfalls around Fitzroy Falls.
  • C. Katoomba Falls Round Walk
    Katoomba Falls Round Walk is a popular short walking track in the Blue Mountains of New South Wales, Australia, offering scenic views of Katoomba Falls and the surrounding Jamison Valley.
  • D. Somersby Falls walking track
    Somersby Falls walking track is a short rainforest trail in New South Wales, Australia, leading visitors past a series of picturesque waterfalls and lush bushland.
  • E. Mount Keira walking track network
    The Mount Keira walking track network is a system of bushwalking trails on and around Mount Keira near Wollongong, New South Wales, offering scenic rainforest, escarpment, and lookout walks.
  • 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_69e0b4b6587c8190aee63dc7cff244ea completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6a79f906c819081163de9649ccb17 completed April 20, 2026, 10:24 p.m.
NED1 Entity disambiguation (via context triple) batch_6a08acdac8008190a7a61d46f7041cf4 completed May 16, 2026, 5:43 p.m.
NEDg Description generation batch_6a08ada4ef648190982235ebe059a9c5 completed May 16, 2026, 5:47 p.m.
NED2 Entity disambiguation (via description) batch_6a08aeaf2be88190bac218c7de1544fc completed May 16, 2026, 5:51 p.m.
Created at: April 16, 2026, 11:39 a.m.