Triple

T1520576
Position Surface form Disambiguated ID Type / Status
Subject Ballina, County Mayo E32216 entity
Predicate twinTown P1072 FINISHED
Object Ballina, New South Wales
Ballina, New South Wales is a coastal town in northern New South Wales, Australia, known for its beaches, fishing, and as a gateway to the Byron Bay region.
 E174240 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: Ballina, New South Wales | Statement: [Ballina, County Mayo, twinTown, Ballina, New South Wales]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ballina, New South Wales
Context triple: [Ballina, County Mayo, twinTown, Ballina, New South Wales]
  • A. Scone, New South Wales
    Scone, New South Wales is a rural town in the Upper Hunter region known as the "Horse Capital of Australia" for its thoroughbred breeding and equine industry.
  • B. Belmont, New South Wales
    Belmont, New South Wales is a coastal suburb in the City of Lake Macquarie, near Newcastle, known for its lakeside recreation and residential communities.
  • C. Baroona, Singleton
    Baroona, Singleton is a heritage-listed historic residence located in the town of Singleton in New South Wales, Australia.
  • D. Singleton, New South Wales
    Singleton, New South Wales is a historic rural town in Australia’s Hunter Region, known for its coal mining, power generation, and proximity to the Hunter Valley wine country.
  • E. Glen Innes
    Glen Innes is a prominent rural service and commercial centre in the Northern Tablelands region of New South Wales, Australia, known for its Celtic heritage and cool highland climate.
  • 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: Ballina, New South Wales
Triple: [Ballina, County Mayo, twinTown, Ballina, New South Wales]
Generated description
Ballina, New South Wales is a coastal town in northern New South Wales, Australia, known for its beaches, fishing, and as a gateway to the Byron Bay region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ballina, New South Wales
Target entity description: Ballina, New South Wales is a coastal town in northern New South Wales, Australia, known for its beaches, fishing, and as a gateway to the Byron Bay region.
  • A. Scone, New South Wales
    Scone, New South Wales is a rural town in the Upper Hunter region known as the "Horse Capital of Australia" for its thoroughbred breeding and equine industry.
  • B. Belmont, New South Wales
    Belmont, New South Wales is a coastal suburb in the City of Lake Macquarie, near Newcastle, known for its lakeside recreation and residential communities.
  • C. Baroona, Singleton
    Baroona, Singleton is a heritage-listed historic residence located in the town of Singleton in New South Wales, Australia.
  • D. Singleton, New South Wales
    Singleton, New South Wales is a historic rural town in Australia’s Hunter Region, known for its coal mining, power generation, and proximity to the Hunter Valley wine country.
  • E. Glen Innes
    Glen Innes is a prominent rural service and commercial centre in the Northern Tablelands region of New South Wales, Australia, known for its Celtic heritage and cool highland climate.
  • 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_69a885e9b0ac819093a9806ad0efc82c completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69a907f071848190a5fb8fa1b97ef4de completed March 5, 2026, 4:34 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad294d01c48190bb2f49ad4f1b0a1a completed March 8, 2026, 7:46 a.m.
NEDg Description generation batch_69ad2a275938819090db4d9ac7274a4d completed March 8, 2026, 7:49 a.m.
NED2 Entity disambiguation (via description) batch_69ad2a9e50888190bab83785f11135ea completed March 8, 2026, 7:51 a.m.
Created at: March 4, 2026, 7:26 p.m.