Triple

T7258767
Position Surface form Disambiguated ID Type / Status
Subject Bendigo E159590 entity
Predicate region P40 FINISHED
Object Loddon Mallee
Loddon Mallee is a predominantly rural region in north-western Victoria, Australia, known for its agricultural production, historic goldfields towns, and the regional city of Bendigo.
 E655807 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: Loddon Mallee | Statement: [Bendigo, region, Loddon Mallee]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Loddon Mallee
Context triple: [Bendigo, region, Loddon Mallee]
  • A. The Wimmera
    The Wimmera is a predominantly agricultural region in western Victoria, Australia, known for its broadacre grain and sheep farming and the Wimmera River system.
  • B. Mildura
    Mildura is a regional city in northwestern Victoria, Australia, known for its irrigated agriculture, wineries, and tourism along the Murray River.
  • C. Morwell
    Morwell is a regional city in Victoria, Australia, known as an industrial and energy-production hub in the Latrobe Valley.
  • D. Deakin
    Deakin is an inner-south suburb of Canberra, Australia, known for its diplomatic missions, established residential areas, and proximity to key national institutions.
  • E. Murrumbateman
    Murrumbateman is a rural village in New South Wales, Australia, known for its cool-climate wineries and role as a commuter town for nearby Canberra.
  • 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: Loddon Mallee
Triple: [Bendigo, region, Loddon Mallee]
Generated description
Loddon Mallee is a predominantly rural region in north-western Victoria, Australia, known for its agricultural production, historic goldfields towns, and the regional city of Bendigo.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Loddon Mallee
Target entity description: Loddon Mallee is a predominantly rural region in north-western Victoria, Australia, known for its agricultural production, historic goldfields towns, and the regional city of Bendigo.
  • A. The Wimmera
    The Wimmera is a predominantly agricultural region in western Victoria, Australia, known for its broadacre grain and sheep farming and the Wimmera River system.
  • B. Mildura
    Mildura is a regional city in northwestern Victoria, Australia, known for its irrigated agriculture, wineries, and tourism along the Murray River.
  • C. Morwell
    Morwell is a regional city in Victoria, Australia, known as an industrial and energy-production hub in the Latrobe Valley.
  • D. Deakin
    Deakin is an inner-south suburb of Canberra, Australia, known for its diplomatic missions, established residential areas, and proximity to key national institutions.
  • E. Murrumbateman
    Murrumbateman is a rural village in New South Wales, Australia, known for its cool-climate wineries and role as a commuter town for nearby Canberra.
  • 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_69c68838f9948190875fd60b2351230c completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6eac340a0819084015a5fbf7a5539 completed March 27, 2026, 8:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7e5269d1c8190a56624530f9af48b completed March 28, 2026, 2:26 p.m.
NEDg Description generation batch_69c7e98394c881909c7d74b616724815 completed March 28, 2026, 2:45 p.m.
NED2 Entity disambiguation (via description) batch_69c7e9e639188190bd2eba167b131736 completed March 28, 2026, 2:47 p.m.
Created at: March 27, 2026, 2:57 p.m.