Triple

T12700053
Position Surface form Disambiguated ID Type / Status
Subject Horsham, Victoria, Australia E303435 entity
Predicate hasNearbyTown P3883 FINISHED
Object Dimboola, Victoria, Australia
Dimboola is a small rural town in western Victoria, Australia, known for its grain farming, proximity to the Wimmera River and Little Desert National Park, and its depiction in the classic Australian play and film "Dimboola."
 E998352 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: Dimboola, Victoria, Australia | Statement: [Horsham, Victoria, Australia, hasNearbyTown, Dimboola, Victoria, Australia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Dimboola, Victoria, Australia
Context triple: [Horsham, Victoria, Australia, hasNearbyTown, Dimboola, Victoria, Australia]
  • A. Jeparit, Victoria, Australia
    Jeparit, Victoria, Australia is a small rural town in western Victoria best known as the birthplace of long-serving Australian Prime Minister Robert Menzies.
  • B. Tatong, Victoria, Australia
    Tatong is a small rural locality in northeastern Victoria, Australia, known historically as the birthplace of New Zealand Prime Minister Michael Joseph Savage.
  • C. Mildura, Victoria, Australia
    Mildura, Victoria, Australia is a regional city on the Murray River known for its irrigated agriculture, particularly citrus and grape production, and as a service and cultural hub for the Sunraysia region.
  • D. Mordialloc, Victoria, Australia
    Mordialloc is a coastal suburb in Melbourne, Victoria, Australia, known for its beach, creek, and relaxed bayside atmosphere.
  • E. Ballarat, Victoria, Australia
    Ballarat is a major regional city in Victoria, Australia, known for its rich gold rush history, well-preserved Victorian architecture, and cultural heritage.
  • 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: Dimboola, Victoria, Australia
Triple: [Horsham, Victoria, Australia, hasNearbyTown, Dimboola, Victoria, Australia]
Generated description
Dimboola is a small rural town in western Victoria, Australia, known for its grain farming, proximity to the Wimmera River and Little Desert National Park, and its depiction in the classic Australian play and film "Dimboola."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Dimboola, Victoria, Australia
Target entity description: Dimboola is a small rural town in western Victoria, Australia, known for its grain farming, proximity to the Wimmera River and Little Desert National Park, and its depiction in the classic Australian play and film "Dimboola."
  • A. Jeparit, Victoria, Australia
    Jeparit, Victoria, Australia is a small rural town in western Victoria best known as the birthplace of long-serving Australian Prime Minister Robert Menzies.
  • B. Tatong, Victoria, Australia
    Tatong is a small rural locality in northeastern Victoria, Australia, known historically as the birthplace of New Zealand Prime Minister Michael Joseph Savage.
  • C. Mildura, Victoria, Australia
    Mildura, Victoria, Australia is a regional city on the Murray River known for its irrigated agriculture, particularly citrus and grape production, and as a service and cultural hub for the Sunraysia region.
  • D. Mordialloc, Victoria, Australia
    Mordialloc is a coastal suburb in Melbourne, Victoria, Australia, known for its beach, creek, and relaxed bayside atmosphere.
  • E. Ballarat, Victoria, Australia
    Ballarat is a major regional city in Victoria, Australia, known for its rich gold rush history, well-preserved Victorian architecture, and cultural heritage.
  • 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_69d7bdef90d48190b46b88270e780946 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d961ef65ac8190aedf9ade3a68e24e completed April 10, 2026, 8:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69f671b27790819085f0f03af33f8f21 completed May 2, 2026, 9:50 p.m.
NEDg Description generation batch_69f6740129688190b286ce7acb4848c7 completed May 2, 2026, 10 p.m.
NED2 Entity disambiguation (via description) batch_69f675249d248190933421df49d3a2ab completed May 2, 2026, 10:05 p.m.
Created at: April 9, 2026, 5:22 p.m.