Triple

T21713498
Position Surface form Disambiguated ID Type / Status
Subject Cascade Saddle Route E535963 entity
Predicate hasStartPoint P389 FINISHED
Object Aspiring Road end near Wanaka
Aspiring Road end near Wanaka is a trailhead and access point near Wānaka, New Zealand, commonly used by hikers beginning the Cascade Saddle Route into Mount Aspiring National Park.
E1497608 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: Aspiring Road end near Wanaka | Statement: [Cascade Saddle Route, hasStartPoint, Aspiring Road end near Wanaka]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Aspiring Road end near Wanaka
Context triple: [Cascade Saddle Route, hasStartPoint, Aspiring Road end near Wanaka]
  • A. Paparoa Track
    Paparoa Track is a premier multi-day hiking and mountain biking trail through rugged limestone landscapes and lush rainforest on New Zealand’s South Island West Coast.
  • B. Te Anau–Milford Sound Highway
    The Te Anau–Milford Sound Highway is a renowned scenic road in New Zealand’s South Island that winds through Fiordland National Park, providing access to the iconic Milford Sound and numerous natural attractions along the way.
  • C. Timaru–Oamaru section
    The Timaru–Oamaru section is a stretch of railway in New Zealand’s South Island that links the coastal towns of Timaru and Oamaru as part of the Main South Line.
  • D. Abel Tasman Coast Track
    The Abel Tasman Coast Track is a renowned multi-day coastal hiking trail in New Zealand’s Abel Tasman National Park, famous for its golden beaches, native bush, and scenic sea views.
  • E. Milford Track
    The Milford Track is a famous multi-day hiking trail in New Zealand’s Fiordland National Park, renowned for its dramatic alpine scenery, waterfalls, and lush rainforest.
  • 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: Aspiring Road end near Wanaka
Triple: [Cascade Saddle Route, hasStartPoint, Aspiring Road end near Wanaka]
Generated description
Aspiring Road end near Wanaka is a trailhead and access point near Wānaka, New Zealand, commonly used by hikers beginning the Cascade Saddle Route into Mount Aspiring National Park.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Aspiring Road end near Wanaka
Target entity description: Aspiring Road end near Wanaka is a trailhead and access point near Wānaka, New Zealand, commonly used by hikers beginning the Cascade Saddle Route into Mount Aspiring National Park.
  • A. Paparoa Track
    Paparoa Track is a premier multi-day hiking and mountain biking trail through rugged limestone landscapes and lush rainforest on New Zealand’s South Island West Coast.
  • B. Te Anau–Milford Sound Highway
    The Te Anau–Milford Sound Highway is a renowned scenic road in New Zealand’s South Island that winds through Fiordland National Park, providing access to the iconic Milford Sound and numerous natural attractions along the way.
  • C. Timaru–Oamaru section
    The Timaru–Oamaru section is a stretch of railway in New Zealand’s South Island that links the coastal towns of Timaru and Oamaru as part of the Main South Line.
  • D. Abel Tasman Coast Track
    The Abel Tasman Coast Track is a renowned multi-day coastal hiking trail in New Zealand’s Abel Tasman National Park, famous for its golden beaches, native bush, and scenic sea views.
  • E. Milford Track
    The Milford Track is a famous multi-day hiking trail in New Zealand’s Fiordland National Park, renowned for its dramatic alpine scenery, waterfalls, and lush rainforest.
  • 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_69e0c46c6dd88190a595375fa6ebd701 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69efb53573a08190ad73576d27e8094f completed April 27, 2026, 7:12 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a24b180bc8190bef4daaab7de794d completed May 17, 2026, 8:27 p.m.
NEDg Description generation batch_6a0a261cdb788190b06939c4786e41ce completed May 17, 2026, 8:33 p.m.
NED2 Entity disambiguation (via description) batch_6a0a267dec7881908b5cb9d9a83f97c4 completed May 17, 2026, 8:35 p.m.
Created at: April 16, 2026, 6:47 p.m.