Triple

T7481076
Position Surface form Disambiguated ID Type / Status
Subject Hastings River E176757 entity
Predicate hasRecreationalArea P5383 FINISHED
Object Port Macquarie foreshore
The Port Macquarie foreshore is a popular coastal promenade and riverside recreation area known for its scenic walking paths, beaches, and waterfront parks along the Hastings River in New South Wales, Australia.
E673872 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: Port Macquarie foreshore | Statement: [Hastings River, hasRecreationalArea, Port Macquarie foreshore]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Port Macquarie foreshore
Context triple: [Hastings River, hasRecreationalArea, Port Macquarie foreshore]
  • A. Roebuck Bay foreshore
    Roebuck Bay foreshore is a scenic coastal area in Broome, Western Australia, known for its expansive tidal flats, rich birdlife, and striking red cliffs meeting turquoise waters.
  • B. Nambucca Heads
    Nambucca Heads is a coastal town in New South Wales, Australia, known for its scenic river estuary, beaches, and role as a popular holiday destination.
  • C. Sydney Harbour foreshore
    Sydney Harbour foreshore is the scenic waterfront area surrounding Sydney Harbour, encompassing parks, promenades, and iconic views of the city’s landmarks.
  • D. Burrum Heads
    Burrum Heads is a small coastal town in Queensland, Australia, known for its fishing, boating, and relaxed seaside lifestyle at the mouth of the Burrum River.
  • E. Burleigh Heads
    Burleigh Heads is a popular coastal suburb on Queensland’s Gold Coast in Australia, known for its surf breaks, beaches, and national park headland.
  • 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: Port Macquarie foreshore
Triple: [Hastings River, hasRecreationalArea, Port Macquarie foreshore]
Generated description
The Port Macquarie foreshore is a popular coastal promenade and riverside recreation area known for its scenic walking paths, beaches, and waterfront parks along the Hastings River in New South Wales, Australia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Port Macquarie foreshore
Target entity description: The Port Macquarie foreshore is a popular coastal promenade and riverside recreation area known for its scenic walking paths, beaches, and waterfront parks along the Hastings River in New South Wales, Australia.
  • A. Roebuck Bay foreshore
    Roebuck Bay foreshore is a scenic coastal area in Broome, Western Australia, known for its expansive tidal flats, rich birdlife, and striking red cliffs meeting turquoise waters.
  • B. Nambucca Heads
    Nambucca Heads is a coastal town in New South Wales, Australia, known for its scenic river estuary, beaches, and role as a popular holiday destination.
  • C. Sydney Harbour foreshore
    Sydney Harbour foreshore is the scenic waterfront area surrounding Sydney Harbour, encompassing parks, promenades, and iconic views of the city’s landmarks.
  • D. Burrum Heads
    Burrum Heads is a small coastal town in Queensland, Australia, known for its fishing, boating, and relaxed seaside lifestyle at the mouth of the Burrum River.
  • E. Burleigh Heads
    Burleigh Heads is a popular coastal suburb on Queensland’s Gold Coast in Australia, known for its surf breaks, beaches, and national park headland.
  • 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_69c69f236ce08190a04d7679f03b29b2 completed March 27, 2026, 3:15 p.m.
NER Named-entity recognition batch_69c6f534aa388190b3bb3e16be3a54c8 completed March 27, 2026, 9:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69c856acc3208190985e10c285f41e02 completed March 28, 2026, 10:31 p.m.
NEDg Description generation batch_69c858fc017c8190b30ece88d4d60100 completed March 28, 2026, 10:41 p.m.
NED2 Entity disambiguation (via description) batch_69c859790e8881908a78449f40d528d8 completed March 28, 2026, 10:43 p.m.
Created at: March 27, 2026, 3:42 p.m.