Triple

T14781823
Position Surface form Disambiguated ID Type / Status
Subject Gold Coast coastline E347408 entity
Predicate hasBeach P1922 FINISHED
Object Main Beach (Gold Coast)
Main Beach (Gold Coast) is a popular coastal suburb and surf beach on Queensland’s Gold Coast, known for its long sandy shoreline, upmarket dining and shopping precincts, and proximity to attractions like Sea World and The Spit.
E1119642 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: Main Beach (Gold Coast) | Statement: [Gold Coast coastline, hasBeach, Main Beach (Gold Coast)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Main Beach (Gold Coast)
Context triple: [Gold Coast coastline, hasBeach, Main Beach (Gold Coast)]
  • A. Surfers Paradise Beach
    Surfers Paradise Beach is a famous, high-rise-lined stretch of sand and surf on Australia’s Gold Coast, known for its vibrant nightlife, tourism, and iconic beachfront skyline.
  • B. Noosa Main Beach
    Noosa Main Beach is a popular, family-friendly surf beach on Queensland’s Sunshine Coast, known for its gentle waves, golden sand, and proximity to Noosa’s bustling Hastings Street.
  • C. Crescent Head Main Beach
    Crescent Head Main Beach is a popular surf and swimming beach on the New South Wales Mid North Coast, known for its long sandy shoreline and consistent waves.
  • D. Coolangatta Beach
    Coolangatta Beach is a popular surf and swimming beach at the southern end of Queensland’s Gold Coast, known for its scenic coastline and relaxed holiday atmosphere.
  • E. Maroochydore Beach
    Maroochydore Beach is a popular surf and swimming beach on Queensland’s Sunshine Coast, known for its patrolled waters, coastal scenery, and proximity to shops and cafes.
  • 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: Main Beach (Gold Coast)
Triple: [Gold Coast coastline, hasBeach, Main Beach (Gold Coast)]
Generated description
Main Beach (Gold Coast) is a popular coastal suburb and surf beach on Queensland’s Gold Coast, known for its long sandy shoreline, upmarket dining and shopping precincts, and proximity to attractions like Sea World and The Spit.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Main Beach (Gold Coast)
Target entity description: Main Beach (Gold Coast) is a popular coastal suburb and surf beach on Queensland’s Gold Coast, known for its long sandy shoreline, upmarket dining and shopping precincts, and proximity to attractions like Sea World and The Spit.
  • A. Surfers Paradise Beach
    Surfers Paradise Beach is a famous, high-rise-lined stretch of sand and surf on Australia’s Gold Coast, known for its vibrant nightlife, tourism, and iconic beachfront skyline.
  • B. Noosa Main Beach
    Noosa Main Beach is a popular, family-friendly surf beach on Queensland’s Sunshine Coast, known for its gentle waves, golden sand, and proximity to Noosa’s bustling Hastings Street.
  • C. Crescent Head Main Beach
    Crescent Head Main Beach is a popular surf and swimming beach on the New South Wales Mid North Coast, known for its long sandy shoreline and consistent waves.
  • D. Coolangatta Beach
    Coolangatta Beach is a popular surf and swimming beach at the southern end of Queensland’s Gold Coast, known for its scenic coastline and relaxed holiday atmosphere.
  • E. Maroochydore Beach
    Maroochydore Beach is a popular surf and swimming beach on Queensland’s Sunshine Coast, known for its patrolled waters, coastal scenery, and proximity to shops and cafes.
  • 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_69d822e9b9e08190bedcc31a163fda82 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deca9de3f48190b7706925e2947cf5 completed April 14, 2026, 11:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69fe0d02e28081909a11d6e6fdb8d28c completed May 8, 2026, 4:19 p.m.
NEDg Description generation batch_69fe19e2e0288190830e073eeefcdc24 completed May 8, 2026, 5:14 p.m.
NED2 Entity disambiguation (via description) batch_69fe1a89d4d08190a2be8b4b0bc5a472 completed May 8, 2026, 5:16 p.m.
Created at: April 10, 2026, 1:31 a.m.