Triple

T23123565
Position Surface form Disambiguated ID Type / Status
Subject Gold Coast Indy 300 E576963 entity
Predicate city P40 FINISHED
Object Surfers Paradise
Surfers Paradise is a major beachfront tourist and entertainment precinct on Queensland’s Gold Coast in Australia, known for its high-rise skyline, nightlife, and surf beaches.
E69649 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: Surfers Paradise | Statement: [Gold Coast Indy 300, city, Surfers Paradise]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Surfers Paradise
Context triple: [Gold Coast Indy 300, city, Surfers Paradise]
  • 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. Bondi Beach
    Bondi Beach is one of Australia’s most famous surf beaches, known for its golden sand, coastal walkways, and vibrant seaside culture in Sydney.
  • C. Sunshine Beach
    Sunshine Beach is a coastal suburb on Queensland’s Sunshine Coast known for its long sandy beach, surf breaks, and relaxed village atmosphere.
  • D. Sunshine Beach
    Sunshine Beach is a seaside-themed recreational area within the Happy Valley amusement park in Shenzhen, China, featuring water attractions and beach-style leisure activities.
  • E. Avoca Beach
    Avoca Beach is a popular coastal town and surf beach on the New South Wales Central Coast, known for its scenic shoreline and relaxed holiday atmosphere.
  • 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: Surfers Paradise
Triple: [Gold Coast Indy 300, city, Surfers Paradise]
Generated description
Surfers Paradise is a major beachfront tourist and entertainment precinct on Queensland’s Gold Coast in Australia, known for its high-rise skyline, nightlife, and surf beaches.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Surfers Paradise
Target entity description: Surfers Paradise is a major beachfront tourist and entertainment precinct on Queensland’s Gold Coast in Australia, known for its high-rise skyline, nightlife, and surf beaches.
  • A. Surfers Paradise Beach chosen
    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. Bondi Beach
    Bondi Beach is one of Australia’s most famous surf beaches, known for its golden sand, coastal walkways, and vibrant seaside culture in Sydney.
  • C. Sunshine Beach
    Sunshine Beach is a seaside-themed recreational area within the Happy Valley amusement park in Shenzhen, China, featuring water attractions and beach-style leisure activities.
  • D. Sunshine Beach
    Sunshine Beach is a coastal suburb on Queensland’s Sunshine Coast known for its long sandy beach, surf breaks, and relaxed village atmosphere.
  • E. Avoca Beach
    Avoca Beach is a popular coastal town and surf beach on the New South Wales Central Coast, known for its scenic shoreline and relaxed holiday atmosphere.
  • F. None of above.

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_69e245f6c2e881909a228fdcfeb7c7d3 completed April 17, 2026, 2:38 p.m.
NER Named-entity recognition batch_69f18e5299c08190a578102cf2ff7080 completed April 29, 2026, 4:51 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c308583d481908c7a750fd7fba044 completed May 19, 2026, 9:42 a.m.
NEDg Description generation batch_6a0c378c36cc8190b4470dceb62f99ad completed May 19, 2026, 10:12 a.m.
NED2 Entity disambiguation (via description) batch_6a0c387daf6481909cd5f3cc19636575 completed May 19, 2026, 10:16 a.m.
Created at: April 17, 2026, 3:59 p.m.