Triple

T17038265
Position Surface form Disambiguated ID Type / Status
Subject Northern Beaches of Cairns E413376 entity
Predicate hasSuburb P747 FINISHED
Object Machans Beach
Machans Beach is a coastal suburb in the Cairns region of Far North Queensland, Australia, known for its relaxed residential atmosphere and proximity to the Coral Sea.
E1304627 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: Machans Beach | Statement: [Northern Beaches of Cairns, hasSuburb, Machans Beach]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Machans Beach
Context triple: [Northern Beaches of Cairns, hasSuburb, Machans Beach]
  • A. Menauhant Beach
    Menauhant Beach is a public coastal beach in Falmouth, Massachusetts, known for its sandy shoreline, calm waters, and views of Vineyard Sound.
  • B. Ochheuteal Beach
    Ochheuteal Beach is a popular sandy beachfront in Sihanoukville, Cambodia, known for its long shoreline, seaside restaurants, and vibrant tourist nightlife.
  • C. Melinta Beach
    Melinta Beach is a seaside destination near the town of Plomari on the Greek island of Lesbos, known for its clear waters and relaxed coastal atmosphere.
  • D. Aikerness Beach
    Aikerness Beach is a scenic sandy shoreline in the Birsay and Evie area of Orkney, known for its coastal views and tranquil atmosphere.
  • E. Tigertail Beach
    Tigertail Beach is a popular coastal recreation area on Marco Island, Florida, known for its white sand, tidal lagoon, birdwatching, and opportunities for shelling and water sports.
  • 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: Machans Beach
Triple: [Northern Beaches of Cairns, hasSuburb, Machans Beach]
Generated description
Machans Beach is a coastal suburb in the Cairns region of Far North Queensland, Australia, known for its relaxed residential atmosphere and proximity to the Coral Sea.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Machans Beach
Target entity description: Machans Beach is a coastal suburb in the Cairns region of Far North Queensland, Australia, known for its relaxed residential atmosphere and proximity to the Coral Sea.
  • A. Menauhant Beach
    Menauhant Beach is a public coastal beach in Falmouth, Massachusetts, known for its sandy shoreline, calm waters, and views of Vineyard Sound.
  • B. Ochheuteal Beach
    Ochheuteal Beach is a popular sandy beachfront in Sihanoukville, Cambodia, known for its long shoreline, seaside restaurants, and vibrant tourist nightlife.
  • C. Melinta Beach
    Melinta Beach is a seaside destination near the town of Plomari on the Greek island of Lesbos, known for its clear waters and relaxed coastal atmosphere.
  • D. Aikerness Beach
    Aikerness Beach is a scenic sandy shoreline in the Birsay and Evie area of Orkney, known for its coastal views and tranquil atmosphere.
  • E. Tigertail Beach
    Tigertail Beach is a popular coastal recreation area on Marco Island, Florida, known for its white sand, tidal lagoon, birdwatching, and opportunities for shelling and water sports.
  • 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_6a035d74c65c8190ac966c1fb96b0ce1 completed May 12, 2026, 5:03 p.m.
NEDg Description generation batch_6a035e8347608190a224143b51cfb68a completed May 12, 2026, 5:08 p.m.
NED2 Entity disambiguation (via description) batch_6a035f05ed748190adecfab4c60397e4 completed May 12, 2026, 5:10 p.m.
Created at: April 10, 2026, 5:33 a.m.