Triple

T7018269
Position Surface form Disambiguated ID Type / Status
Subject Shire of Campaspe E162750 entity
Predicate hasTown P847 FINISHED
Object Kyabram
Kyabram is a regional town in northern Victoria, Australia, known for its agricultural industries and the popular Kyabram Fauna Park wildlife sanctuary.
 E642453 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: Kyabram | Statement: [Shire of Campaspe, hasTown, Kyabram]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Kyabram
Context triple: [Shire of Campaspe, hasTown, Kyabram]
  • A. Mulwala
    Mulwala is a town in the Riverina region of New South Wales, Australia, situated on the shores of Lake Mulwala near the Murray River and the Victorian border.
  • B. Carrathool
    Carrathool is a small rural village and local government area in the Riverina region of New South Wales, Australia, known for its agricultural activities and historic bridge over the Murrumbidgee River.
  • C. Kurrajong
    Kurrajong is an electorate of the Australian Capital Territory Legislative Assembly that covers central Canberra and surrounding suburbs.
  • D. Deniliquin
    Deniliquin is a rural town in southern New South Wales, Australia, known for its agricultural industry and annual ute muster festival.
  • E. Anglesea
    Anglesea is a coastal town in Victoria, Australia, known for its beaches, surf breaks, and scenic bushland along the state’s southwest coast.
  • 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: Kyabram
Triple: [Shire of Campaspe, hasTown, Kyabram]
Generated description
Kyabram is a regional town in northern Victoria, Australia, known for its agricultural industries and the popular Kyabram Fauna Park wildlife sanctuary.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Kyabram
Target entity description: Kyabram is a regional town in northern Victoria, Australia, known for its agricultural industries and the popular Kyabram Fauna Park wildlife sanctuary.
  • A. Mulwala
    Mulwala is a town in the Riverina region of New South Wales, Australia, situated on the shores of Lake Mulwala near the Murray River and the Victorian border.
  • B. Carrathool
    Carrathool is a small rural village and local government area in the Riverina region of New South Wales, Australia, known for its agricultural activities and historic bridge over the Murrumbidgee River.
  • C. Kurrajong
    Kurrajong is an electorate of the Australian Capital Territory Legislative Assembly that covers central Canberra and surrounding suburbs.
  • D. Deniliquin
    Deniliquin is a rural town in southern New South Wales, Australia, known for its agricultural industry and annual ute muster festival.
  • E. Anglesea
    Anglesea is a coastal town in Victoria, Australia, known for its beaches, surf breaks, and scenic bushland along the state’s southwest coast.
  • 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_69c6885a127c8190867b059bdccf13ff completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6e1e79c108190a507335e9dbf2716 completed March 27, 2026, 8 p.m.
NED1 Entity disambiguation (via context triple) batch_69c79c80aae08190a388db9110fdebdf completed March 28, 2026, 9:16 a.m.
NEDg Description generation batch_69c79e00778c819089491a23c5d9e92f completed March 28, 2026, 9:23 a.m.
NED2 Entity disambiguation (via description) batch_69c79e5104d88190aa553672930f2e8c completed March 28, 2026, 9:24 a.m.
Created at: March 27, 2026, 2:34 p.m.