Triple

T14323197
Position Surface form Disambiguated ID Type / Status
Subject Numinbah Valley E355143 entity
Predicate roadAccess P385 FINISHED
Object Nerang–Murwillumbah Road
Nerang–Murwillumbah Road is a scenic hinterland route in southeastern Queensland that winds through the Numinbah Valley, connecting coastal areas near Nerang with the New South Wales border region around Murwillumbah.
E1095912 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: Nerang–Murwillumbah Road | Statement: [Numinbah Valley, roadAccess, Nerang–Murwillumbah Road]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Nerang–Murwillumbah Road
Context triple: [Numinbah Valley, roadAccess, Nerang–Murwillumbah Road]
  • A. Nerang–Broadbeach Road
    Nerang–Broadbeach Road is a major arterial road on Queensland’s Gold Coast that links the inland suburb of Nerang with the coastal area of Broadbeach.
  • B. Southport–Nerang Road
    Southport–Nerang Road is a major arterial route on Queensland’s Gold Coast that connects the inland suburb of Nerang with the coastal area of Southport.
  • C. Illawarra Highway
    The Illawarra Highway is a key regional road in New South Wales, Australia, linking the Southern Highlands with the Illawarra coastal region via the Macquarie Pass through the Illawarra Escarpment.
  • D. Murray Valley Highway
    The Murray Valley Highway is a major rural highway in southeastern Australia that runs along the Murray River, linking numerous regional towns and agricultural areas across Victoria and into New South Wales.
  • E. Riddoch Highway
    Riddoch Highway is a major road in South Australia's Limestone Coast region, running through key towns such as Penola and serving as an important route for local agriculture and tourism.
  • 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: Nerang–Murwillumbah Road
Triple: [Numinbah Valley, roadAccess, Nerang–Murwillumbah Road]
Generated description
Nerang–Murwillumbah Road is a scenic hinterland route in southeastern Queensland that winds through the Numinbah Valley, connecting coastal areas near Nerang with the New South Wales border region around Murwillumbah.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Nerang–Murwillumbah Road
Target entity description: Nerang–Murwillumbah Road is a scenic hinterland route in southeastern Queensland that winds through the Numinbah Valley, connecting coastal areas near Nerang with the New South Wales border region around Murwillumbah.
  • A. Nerang–Broadbeach Road
    Nerang–Broadbeach Road is a major arterial road on Queensland’s Gold Coast that links the inland suburb of Nerang with the coastal area of Broadbeach.
  • B. Southport–Nerang Road
    Southport–Nerang Road is a major arterial route on Queensland’s Gold Coast that connects the inland suburb of Nerang with the coastal area of Southport.
  • C. Illawarra Highway
    The Illawarra Highway is a key regional road in New South Wales, Australia, linking the Southern Highlands with the Illawarra coastal region via the Macquarie Pass through the Illawarra Escarpment.
  • D. Murray Valley Highway
    The Murray Valley Highway is a major rural highway in southeastern Australia that runs along the Murray River, linking numerous regional towns and agricultural areas across Victoria and into New South Wales.
  • E. Riddoch Highway
    Riddoch Highway is a major road in South Australia's Limestone Coast region, running through key towns such as Penola and serving as an important route for local agriculture and tourism.
  • 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_69d8278ed42c8190b9f882dcce611347 completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de883d1de88190a1e2bf2f1b692197 completed April 14, 2026, 6:32 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd4c394d288190bee966a4e4b3ec58 completed May 8, 2026, 2:36 a.m.
NEDg Description generation batch_69fd4e4bae188190a8d1c5b833d58cd8 completed May 8, 2026, 2:45 a.m.
NED2 Entity disambiguation (via description) batch_69fd4f5782b4819081d32dbef032ac61 completed May 8, 2026, 2:49 a.m.
Created at: April 10, 2026, 1:13 a.m.