Triple

T6601653
Position Surface form Disambiguated ID Type / Status
Subject Riverina Highway E149011 entity
Predicate connects P390 FINISHED
Object Mulwala
Mulwala is a town in the Riverina region of New South Wales, Australia, situated on the shores of Lake Mulwala near the Murray River and the Victorian border.
 E612930 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: Mulwala | Statement: [Riverina Highway, connects, Mulwala]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Mulwala
Context triple: [Riverina Highway, connects, Mulwala]
  • A. Stawell
    Stawell is a regional town in western Victoria, Australia, known historically for gold mining and as the home of the annual Stawell Gift footrace.
  • B. Leongatha
    Leongatha is a regional town in South Gippsland, Victoria, Australia, known as a service and commercial hub for the surrounding dairy and agricultural district.
  • C. Deniliquin
    Deniliquin is a rural town in southern New South Wales, Australia, known for its agricultural industry and annual ute muster festival.
  • D. Cootamundra
    Cootamundra is a regional town in New South Wales, Australia, known for its agricultural industry and as the birthplace of cricket legend Sir Donald Bradman.
  • E. Cowra
    Cowra is a regional town in central-west New South Wales, Australia, known for its agricultural industry and the historic World War II Cowra breakout.
  • 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: Mulwala
Triple: [Riverina Highway, connects, Mulwala]
Generated description
Mulwala is a town in the Riverina region of New South Wales, Australia, situated on the shores of Lake Mulwala near the Murray River and the Victorian border.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Mulwala
Target entity description: Mulwala is a town in the Riverina region of New South Wales, Australia, situated on the shores of Lake Mulwala near the Murray River and the Victorian border.
  • A. Stawell
    Stawell is a regional town in western Victoria, Australia, known historically for gold mining and as the home of the annual Stawell Gift footrace.
  • B. Leongatha
    Leongatha is a regional town in South Gippsland, Victoria, Australia, known as a service and commercial hub for the surrounding dairy and agricultural district.
  • C. Deniliquin
    Deniliquin is a rural town in southern New South Wales, Australia, known for its agricultural industry and annual ute muster festival.
  • D. Cootamundra
    Cootamundra is a regional town in New South Wales, Australia, known for its agricultural industry and as the birthplace of cricket legend Sir Donald Bradman.
  • E. Cowra
    Cowra is a regional town in central-west New South Wales, Australia, known for its agricultural industry and the historic World War II Cowra breakout.
  • 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_69c687eaa7508190bb58ce2aa02039b3 completed March 27, 2026, 1:36 p.m.
NER Named-entity recognition batch_69c6aef4a7e08190a685a0febc6378c8 completed March 27, 2026, 4:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7006b27f08190b06427480689bdbd completed March 27, 2026, 10:10 p.m.
NEDg Description generation batch_69c7018afbec8190b04c8a6e30827e92 completed March 27, 2026, 10:15 p.m.
NED2 Entity disambiguation (via description) batch_69c7023f23088190ba081595713acb04 completed March 27, 2026, 10:18 p.m.
Created at: March 27, 2026, 1:56 p.m.