Triple

T22845395
Position Surface form Disambiguated ID Type / Status
Subject Townsville foreshore E566201 entity
Predicate partOf P40 FINISHED
Object Townsville coastline
The Townsville coastline is a scenic stretch of North Queensland’s shore known for its tropical beaches, views of Magnetic Island, and recreational waterfront areas.
E1556594 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: Townsville coastline | Statement: [Townsville foreshore, partOf, Townsville coastline]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Townsville coastline
Context triple: [Townsville foreshore, partOf, Townsville coastline]
  • A. Hervey Bay coastline
    The Hervey Bay coastline is a scenic stretch of Queensland’s Fraser Coast known for its calm waters, whale watching, and long sandy beaches.
  • B. Sunshine Coast coastline
    The Sunshine Coast coastline is a scenic stretch of beaches and coastal communities in Queensland, Australia, known for its surf breaks, holiday resorts, and relaxed seaside lifestyle.
  • C. Moreton Bay shoreline
    The Moreton Bay shoreline is a coastal region in southeastern Queensland, Australia, characterized by its extensive tidal flats, mangroves, islands, and proximity to the Brisbane metropolitan area.
  • D. Perth coastline
    The Perth coastline is a long stretch of Western Australia’s Indian Ocean shore known for its white-sand beaches, clear blue water, and popular seaside suburbs.
  • E. Phillip Island coastline
    Phillip Island coastline is a scenic stretch of rugged shores and sandy beaches in Victoria, Australia, renowned for its dramatic ocean views, wildlife, and surf breaks.
  • 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: Townsville coastline
Triple: [Townsville foreshore, partOf, Townsville coastline]
Generated description
The Townsville coastline is a scenic stretch of North Queensland’s shore known for its tropical beaches, views of Magnetic Island, and recreational waterfront areas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Townsville coastline
Target entity description: The Townsville coastline is a scenic stretch of North Queensland’s shore known for its tropical beaches, views of Magnetic Island, and recreational waterfront areas.
  • A. Hervey Bay coastline
    The Hervey Bay coastline is a scenic stretch of Queensland’s Fraser Coast known for its calm waters, whale watching, and long sandy beaches.
  • B. Sunshine Coast coastline
    The Sunshine Coast coastline is a scenic stretch of beaches and coastal communities in Queensland, Australia, known for its surf breaks, holiday resorts, and relaxed seaside lifestyle.
  • C. Moreton Bay shoreline
    The Moreton Bay shoreline is a coastal region in southeastern Queensland, Australia, characterized by its extensive tidal flats, mangroves, islands, and proximity to the Brisbane metropolitan area.
  • D. Perth coastline
    The Perth coastline is a long stretch of Western Australia’s Indian Ocean shore known for its white-sand beaches, clear blue water, and popular seaside suburbs.
  • E. Phillip Island coastline
    Phillip Island coastline is a scenic stretch of rugged shores and sandy beaches in Victoria, Australia, renowned for its dramatic ocean views, wildlife, and surf breaks.
  • 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_69e245869e188190a196584f36e682da completed April 17, 2026, 2:36 p.m.
NER Named-entity recognition batch_69f17e882b148190985c085bb1a92aae completed April 29, 2026, 3:44 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0ba7b9d5888190a3c94d87904a24e2 completed May 18, 2026, 11:58 p.m.
NEDg Description generation batch_6a0ba8bb77bc81909c5422f9d73c1e70 completed May 19, 2026, 12:03 a.m.
NED2 Entity disambiguation (via description) batch_6a0ba94752c48190a8892cac5ef862b2 completed May 19, 2026, 12:05 a.m.
Created at: April 17, 2026, 3:36 p.m.