Triple

T21217012
Position Surface form Disambiguated ID Type / Status
Subject Southern Mallee District Council E522862 entity
Predicate locatedIn P40 FINISHED
Object Southern Mallee region
The Southern Mallee region is a rural area in South Australia known for its grain and livestock farming, low-density communities, and semi-arid Mallee landscapes.
E524654 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: Southern Mallee region | Statement: [Southern Mallee District Council, locatedIn, Southern Mallee region]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Southern Mallee region
Context triple: [Southern Mallee District Council, locatedIn, Southern Mallee region]
  • A. 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.
  • B. Mallee region
    The Mallee region is a semi-arid agricultural and rural area in northwestern Victoria, Australia, known for its distinctive mallee eucalypt vegetation and grain farming.
  • C. 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.
  • D. Mitchell Grass Downs bioregion
    The Mitchell Grass Downs bioregion is an extensive tropical and subtropical grassland ecosystem in central-western Queensland, Australia, characterized by vast plains dominated by Mitchell grasses and used primarily for grazing.
  • E. Southern Downs Region
    Southern Downs Region is a local government area in Queensland, Australia, known for its rural landscapes, agricultural production, and the regional centre of Warwick.
  • 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: Southern Mallee region
Triple: [Southern Mallee District Council, locatedIn, Southern Mallee region]
Generated description
The Southern Mallee region is a rural area in South Australia known for its grain and livestock farming, low-density communities, and semi-arid Mallee landscapes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Southern Mallee region
Target entity description: The Southern Mallee region is a rural area in South Australia known for its grain and livestock farming, low-density communities, and semi-arid Mallee landscapes.
  • A. Murray and Mallee region chosen
    The Murray and Mallee region is a rural area of South Australia known for its Murray River landscapes, dryland Mallee farming, and agricultural communities.
  • B. Mallee region
    The Mallee region is a semi-arid agricultural and rural area in northwestern Victoria, Australia, known for its distinctive mallee eucalypt vegetation and grain farming.
  • C. 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.
  • D. Mitchell Grass Downs bioregion
    The Mitchell Grass Downs bioregion is an extensive tropical and subtropical grassland ecosystem in central-western Queensland, Australia, characterized by vast plains dominated by Mitchell grasses and used primarily for grazing.
  • E. Southern Downs Region
    Southern Downs Region is a local government area in Queensland, Australia, known for its rural landscapes, agricultural production, and the regional centre of Warwick.
  • F. None of above.

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_69e0b511ed84819099b449b4a111085c completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e734744dcc81908b3065adc93b4b98 completed April 21, 2026, 8:25 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0997f2f2148190bda96ebfd52c046c completed May 17, 2026, 10:26 a.m.
NEDg Description generation batch_6a09986fabd08190b2b017aceb9827f6 completed May 17, 2026, 10:29 a.m.
NED2 Entity disambiguation (via description) batch_6a0998e8f2488190800c67f13fb6b1a4 completed May 17, 2026, 10:31 a.m.
Created at: April 16, 2026, 3:41 p.m.