Triple

T12700020
Position Surface form Disambiguated ID Type / Status
Subject Horsham, Victoria, Australia E303435 entity
Predicate isAgriculturalHubFor P91955 FINISHED
Object Wimmera region E689094 NE FINISHED

How this triple was built (3 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: Wimmera region | Statement: [Horsham, Victoria, Australia, isAgriculturalHubFor, Wimmera region]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Wimmera region
Context triple: [Horsham, Victoria, Australia, isAgriculturalHubFor, Wimmera region]
  • A. Wimmera region chosen
    The Wimmera region is a predominantly agricultural area of western Victoria, Australia, known for its broadacre grain and sheep farming and its semi-arid landscapes.
  • B. Loddon Mallee region
    The Loddon Mallee region is a largely rural area in north-western Victoria, Australia, known for its agriculture, river landscapes, and regional towns and cities such as Bendigo and Mildura.
  • C. Murray and Mallee region
    The Murray and Mallee region is a rural area of South Australia known for its Murray River landscapes, dryland Mallee farming, and agricultural communities.
  • D. Gladstone Region
    Gladstone Region is a local government area in coastal central Queensland, Australia, known for its major industrial port city of Gladstone and surrounding rural and coastal communities.
  • E. Wangaratta region
    The Wangaratta region is an area in northeastern Victoria, Australia, encompassing the city of Wangaratta and surrounding rural districts, known for its agricultural production, wine industry, and significance to the Bangerang people.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: isAgriculturalHubFor
Context triple: [Horsham, Victoria, Australia, isAgriculturalHubFor, Wimmera region]
  • A. widelyCultivatedIn
    Indicates that something is grown extensively or on a large scale within a particular place or region.
  • B. cultivatedPrimarilyIn
    Indicates that something is mainly grown, produced, or farmed in a particular place or environment.
  • C. hasAgriculturalProduction
    Indicates that an entity engages in or is characterized by the production of agricultural goods such as crops or livestock.
  • D. agriculturalProduce
    Indicates that one entity is an agricultural product (such as crops or livestock-derived goods) produced by or associated with another entity.
  • E. isAgriculturalCity chosen
    Indicates that a city is primarily characterized by agriculture-based activities, economy, or land use.
  • F. None of above.

Provenance (4 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_69d962a32c6481908ddaddae4ea267bf completed April 10, 2026, 8:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69f67c7c4c608190a1786accf8d86141 completed May 2, 2026, 10:36 p.m.
PD Predicate disambiguation batch_69d960be63f081908a5ef5ef17a311bf completed April 10, 2026, 8:42 p.m.
Created at: April 9, 2026, 5:22 p.m.