Triple

T17038270
Position Surface form Disambiguated ID Type / Status
Subject Northern Beaches of Cairns E413376 entity
Predicate hasSuburb P747 FINISHED
Object Clifton Beach
Clifton Beach is a coastal suburb and popular seaside destination in the Cairns region of Far North Queensland, Australia, known for its palm-fringed shoreline and proximity to the Great Barrier Reef.
E1248850 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: Clifton Beach | Statement: [Northern Beaches of Cairns, hasSuburb, Clifton Beach]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Clifton Beach
Context triple: [Northern Beaches of Cairns, hasSuburb, Clifton Beach]
  • A. Clifton Beach
    Clifton Beach is a popular seaside recreational area along the Arabian Sea in Karachi, Pakistan, known for its bustling promenade, camel and horse rides, and views of the city’s coastline.
  • B. Clifton beaches
    Clifton beaches are a series of picturesque, sheltered white-sand beaches along Cape Town’s Atlantic Seaboard, renowned for their scenic beauty, cold turquoise water, and popularity with sunbathers and tourists.
  • C. Stockton Beach
    Stockton Beach is a long, sandy stretch of coastline in New South Wales, Australia, known for its extensive sand dunes and popular four-wheel driving and recreational activities.
  • D. Clifton Gardens Beach
    Clifton Gardens Beach is a sheltered harbourside swimming and picnic spot in Mosman, Sydney, known for its calm waters, netted baths, and family-friendly reserve.
  • E. Harrington Beach
    Harrington Beach is a scenic lakeside recreational area known for its sandy shoreline, walking trails, and outdoor leisure activities.
  • 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: Clifton Beach
Triple: [Northern Beaches of Cairns, hasSuburb, Clifton Beach]
Generated description
Clifton Beach is a coastal suburb and popular seaside destination in the Cairns region of Far North Queensland, Australia, known for its palm-fringed shoreline and proximity to the Great Barrier Reef.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Clifton Beach
Target entity description: Clifton Beach is a coastal suburb and popular seaside destination in the Cairns region of Far North Queensland, Australia, known for its palm-fringed shoreline and proximity to the Great Barrier Reef.
  • A. Clifton Beach
    Clifton Beach is a popular seaside recreational area along the Arabian Sea in Karachi, Pakistan, known for its bustling promenade, camel and horse rides, and views of the city’s coastline.
  • B. Clifton beaches
    Clifton beaches are a series of picturesque, sheltered white-sand beaches along Cape Town’s Atlantic Seaboard, renowned for their scenic beauty, cold turquoise water, and popularity with sunbathers and tourists.
  • C. Stockton Beach
    Stockton Beach is a long, sandy stretch of coastline in New South Wales, Australia, known for its extensive sand dunes and popular four-wheel driving and recreational activities.
  • D. Clifton Gardens Beach
    Clifton Gardens Beach is a sheltered harbourside swimming and picnic spot in Mosman, Sydney, known for its calm waters, netted baths, and family-friendly reserve.
  • E. Harrington Beach
    Harrington Beach is a scenic lakeside recreational area known for its sandy shoreline, walking trails, and outdoor leisure activities.
  • 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_69d886cd18288190b006abab23f811b7 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3d8f45f84819092cfb27cc33da026 completed April 18, 2026, 7:18 p.m.
NED1 Entity disambiguation (via context triple) batch_6a012ed2ad708190a250762997611569 completed May 11, 2026, 1:20 a.m.
NEDg Description generation batch_6a012f3285c481909b3de139bd7aee8b completed May 11, 2026, 1:21 a.m.
NED2 Entity disambiguation (via description) batch_6a012fcf7dc08190af1851b56cf1667a completed May 11, 2026, 1:24 a.m.
Created at: April 10, 2026, 5:33 a.m.