Triple

T1548436
Position Surface form Disambiguated ID Type / Status
Subject Swan Hill E33031 entity
Predicate region P40 FINISHED
Object north-western Victoria
North-western Victoria is a largely rural region of the Australian state of Victoria, known for its agricultural production, Murray River towns, and semi-arid landscapes.
E175844 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: north-western Victoria | Statement: [Swan Hill, region, north-western Victoria]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: north-western Victoria
Context triple: [Swan Hill, region, north-western Victoria]
  • A. Northeastern Victoria
    Northeastern Victoria is a regional area of the Australian state of Victoria known for its rural landscapes, agricultural production, and proximity to the New South Wales border.
  • B. Central Victoria
    Central Victoria is an inland region of the Australian state of Victoria known for its historic goldfields, regional cities like Bendigo and Ballarat, and diverse agricultural and bushland landscapes.
  • C. Gippsland
    Gippsland is a rural and coastal region in southeastern Australia known for its dairy farming, forests, lakes, and scenic coastline.
  • D. Murray region
    The Murray region is a rural area in New South Wales, Australia, centered around the Murray River and known for agriculture, irrigation, and cross-border links with Victoria.
  • E. South West Slopes
    South West Slopes is an agricultural and viticultural region in southwestern New South Wales, Australia, known for its undulating hills, mixed farming, and cool-climate wine production.
  • 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: north-western Victoria
Triple: [Swan Hill, region, north-western Victoria]
Generated description
North-western Victoria is a largely rural region of the Australian state of Victoria, known for its agricultural production, Murray River towns, and semi-arid landscapes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: north-western Victoria
Target entity description: North-western Victoria is a largely rural region of the Australian state of Victoria, known for its agricultural production, Murray River towns, and semi-arid landscapes.
  • A. Northeastern Victoria
    Northeastern Victoria is a regional area of the Australian state of Victoria known for its rural landscapes, agricultural production, and proximity to the New South Wales border.
  • B. Central Victoria
    Central Victoria is an inland region of the Australian state of Victoria known for its historic goldfields, regional cities like Bendigo and Ballarat, and diverse agricultural and bushland landscapes.
  • C. Gippsland
    Gippsland is a rural and coastal region in southeastern Australia known for its dairy farming, forests, lakes, and scenic coastline.
  • D. Murray region
    The Murray region is a rural area in New South Wales, Australia, centered around the Murray River and known for agriculture, irrigation, and cross-border links with Victoria.
  • E. South West Slopes
    South West Slopes is an agricultural and viticultural region in southwestern New South Wales, Australia, known for its undulating hills, mixed farming, and cool-climate wine production.
  • 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_69ad30a073bc8190a269cb036775dfe4 completed March 8, 2026, 8:17 a.m.
NEDg Description generation batch_69ad31185d6c8190b833943c412d3f96 completed March 8, 2026, 8:19 a.m.
NED2 Entity disambiguation (via description) batch_69ad31d1f9648190b9da156484062608 completed March 8, 2026, 8:22 a.m.
Created at: March 4, 2026, 7:26 p.m.