Triple

T14684466
Position Surface form Disambiguated ID Type / Status
Subject Oxenford, Queensland E344873 entity
Predicate region P40 FINISHED
Object Gold Coast North
Gold Coast North is an electoral and residential region in the northern part of Queensland’s Gold Coast, encompassing suburbs such as Oxenford and surrounding communities.
E1113152 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: Gold Coast North | Statement: [Oxenford, Queensland, region, Gold Coast North]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gold Coast North
Context triple: [Oxenford, Queensland, region, Gold Coast North]
  • A. Brisbane Northside
    Brisbane Northside is the northern suburban region of Brisbane, Queensland, encompassing a mix of residential, commercial, and industrial areas north of the Brisbane River.
  • B. Noosa North Shore
    Noosa North Shore is a coastal locality in Queensland, Australia, known for its expansive beaches, sand dunes, and access to the Great Sandy National Park across the Noosa River from Noosa Heads.
  • C. Gold Coast hinterland
    The Gold Coast hinterland is a lush, mountainous region in southeastern Queensland, Australia, known for its national parks, rainforests, waterfalls, and scenic lookouts behind the coastal city of the Gold Coast.
  • D. Fortitude Valley
    Fortitude Valley is an inner-city suburb of Brisbane, Australia, known for its vibrant nightlife, live music venues, and entertainment precinct.
  • E. Gold Coast
    The Gold Coast is an affluent, historic lakefront neighborhood on Chicago’s Near North Side known for its luxury high-rises, upscale shopping, and landmark architecture.
  • 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: Gold Coast North
Triple: [Oxenford, Queensland, region, Gold Coast North]
Generated description
Gold Coast North is an electoral and residential region in the northern part of Queensland’s Gold Coast, encompassing suburbs such as Oxenford and surrounding communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gold Coast North
Target entity description: Gold Coast North is an electoral and residential region in the northern part of Queensland’s Gold Coast, encompassing suburbs such as Oxenford and surrounding communities.
  • A. Brisbane Northside
    Brisbane Northside is the northern suburban region of Brisbane, Queensland, encompassing a mix of residential, commercial, and industrial areas north of the Brisbane River.
  • B. Noosa North Shore
    Noosa North Shore is a coastal locality in Queensland, Australia, known for its expansive beaches, sand dunes, and access to the Great Sandy National Park across the Noosa River from Noosa Heads.
  • C. Gold Coast hinterland
    The Gold Coast hinterland is a lush, mountainous region in southeastern Queensland, Australia, known for its national parks, rainforests, waterfalls, and scenic lookouts behind the coastal city of the Gold Coast.
  • D. Fortitude Valley
    Fortitude Valley is an inner-city suburb of Brisbane, Australia, known for its vibrant nightlife, live music venues, and entertainment precinct.
  • E. Gold Coast
    Gold Coast is a major coastal city in eastern Australia renowned for its surf beaches, high-rise skyline, and vibrant tourism and entertainment industry.
  • 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_69d822e34b348190ada4d1cdb6c7c226 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb56bdb8081909ff86440ba20fb1f completed April 14, 2026, 9:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69fde18592088190892ae1cc371165be completed May 8, 2026, 1:13 p.m.
NEDg Description generation batch_69fde4782f188190aa2071e39d768168 completed May 8, 2026, 1:26 p.m.
NED2 Entity disambiguation (via description) batch_69fde4d080148190a0df7aae8b3afc93 completed May 8, 2026, 1:27 p.m.
Created at: April 10, 2026, 1:28 a.m.