Triple

T1548487
Position Surface form Disambiguated ID Type / Status
Subject Mildura E33032 entity
Predicate hasLocalGovernmentArea P8215 FINISHED
Object Rural City of Mildura
The Rural City of Mildura is a local government area in northwestern Victoria, Australia, centered on the regional city of Mildura and encompassing surrounding rural communities along the Murray River.
E180943 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: Rural City of Mildura | Statement: [Mildura, hasLocalGovernmentArea, Rural City of Mildura]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Rural City of Mildura
Context triple: [Mildura, hasLocalGovernmentArea, Rural City of Mildura]
  • A. Shepparton
    Shepparton is a regional city in northern Victoria, Australia, known as a major agricultural and fruit-growing centre on the traditional lands of the Yorta Yorta people.
  • B. Swan Hill
    Swan Hill is a regional city in north-western Victoria, Australia, known for its agriculture, historic river port, and tourism along the Murray River.
  • C. City of Wodonga
    The City of Wodonga is a local government area in northeastern Victoria, Australia, centered on the regional city of Wodonga near the New South Wales border.
  • D. Albury
    Albury is a major regional city in New South Wales, Australia, located on the border with Victoria and known as a key commercial and transport hub of the Murray River region.
  • E. Wagga Wagga
    Wagga Wagga is a major regional city in New South Wales, Australia, known as an important agricultural, military, and transport hub in the Riverina region.
  • 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: Rural City of Mildura
Triple: [Mildura, hasLocalGovernmentArea, Rural City of Mildura]
Generated description
The Rural City of Mildura is a local government area in northwestern Victoria, Australia, centered on the regional city of Mildura and encompassing surrounding rural communities along the Murray River.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Rural City of Mildura
Target entity description: The Rural City of Mildura is a local government area in northwestern Victoria, Australia, centered on the regional city of Mildura and encompassing surrounding rural communities along the Murray River.
  • A. Shepparton
    Shepparton is a regional city in northern Victoria, Australia, known as a major agricultural and fruit-growing centre on the traditional lands of the Yorta Yorta people.
  • B. Swan Hill
    Swan Hill is a regional city in north-western Victoria, Australia, known for its agriculture, historic river port, and tourism along the Murray River.
  • C. City of Wodonga
    The City of Wodonga is a local government area in northeastern Victoria, Australia, centered on the regional city of Wodonga near the New South Wales border.
  • D. Albury
    Albury is a major regional city in New South Wales, Australia, located on the border with Victoria and known as a key commercial and transport hub of the Murray River region.
  • E. Wagga Wagga
    Wagga Wagga is a major regional city in New South Wales, Australia, known as an important agricultural, military, and transport hub in the Riverina region.
  • 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_69a885ee6db8819099502bc5ce8af881 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69a90856642c81909d88a679eb265b10 completed March 5, 2026, 4:36 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad468f9a8c8190817910c2955b4338 completed March 8, 2026, 9:51 a.m.
NEDg Description generation batch_69ad48c2ebc0819095d4a4d68d221558 completed March 8, 2026, 10 a.m.
NED2 Entity disambiguation (via description) batch_69ad4915911081908b11ae52783d3111 completed March 8, 2026, 10:01 a.m.
Created at: March 4, 2026, 7:26 p.m.