Triple

T5445654
Position Surface form Disambiguated ID Type / Status
Subject Murraylands E122241 entity
Predicate hasTransportCorridor P3034 FINISHED
Object Mallee Highway
The Mallee Highway is a major rural road in South Australia and Victoria that links a series of small agricultural communities across the Mallee region.
E530517 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: Mallee Highway | Statement: [Murraylands, hasTransportCorridor, Mallee Highway]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mallee Highway
Context triple: [Murraylands, hasTransportCorridor, Mallee Highway]
  • A. Eyre Highway
    Eyre Highway is a major sealed road crossing the Nullarbor Plain and linking Western Australia with South Australia as part of Australia’s primary east–west transport route.
  • B. Carnarvon Highway
    Carnarvon Highway is a major rural highway in Queensland and New South Wales, Australia, linking inland towns and agricultural regions to the national road network.
  • C. Goldfields Highway
    Goldfields Highway is a major road in Western Australia that connects the mining city of Kalgoorlie with other towns across the Goldfields region.
  • D. Gundagai–Tumut Road
    Gundagai–Tumut Road is a regional roadway in New South Wales, Australia, connecting the towns of Gundagai and Tumut through the Riverina and South West Slopes.
  • E. Stuart Highway
    Stuart Highway is a major Australian highway that runs through the country’s central interior, linking the south and north coasts across the Outback.
  • 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: Mallee Highway
Triple: [Murraylands, hasTransportCorridor, Mallee Highway]
Generated description
The Mallee Highway is a major rural road in South Australia and Victoria that links a series of small agricultural communities across the Mallee region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mallee Highway
Target entity description: The Mallee Highway is a major rural road in South Australia and Victoria that links a series of small agricultural communities across the Mallee region.
  • A. Eyre Highway
    Eyre Highway is a major sealed road crossing the Nullarbor Plain and linking Western Australia with South Australia as part of Australia’s primary east–west transport route.
  • B. Carnarvon Highway
    Carnarvon Highway is a major rural highway in Queensland and New South Wales, Australia, linking inland towns and agricultural regions to the national road network.
  • C. Goldfields Highway
    Goldfields Highway is a major road in Western Australia that connects the mining city of Kalgoorlie with other towns across the Goldfields region.
  • D. Gundagai–Tumut Road
    Gundagai–Tumut Road is a regional roadway in New South Wales, Australia, connecting the towns of Gundagai and Tumut through the Riverina and South West Slopes.
  • E. Stuart Highway
    Stuart Highway is a major Australian highway that runs through the country’s central interior, linking the south and north coasts across the Outback.
  • 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_69bd4640f52c81909e653ec361f66d76 completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd91cf5d488190868ffefad02c7a04 completed March 20, 2026, 6:28 p.m.
NED1 Entity disambiguation (via context triple) batch_69c02777c0908190a0aebbbca3b7b0a6 completed March 22, 2026, 5:31 p.m.
NEDg Description generation batch_69c037b4e04881908d07e704f2a161bb completed March 22, 2026, 6:40 p.m.
NED2 Entity disambiguation (via description) batch_69c0384d023081909cb0d4ba4b80c07e completed March 22, 2026, 6:43 p.m.
Created at: March 20, 2026, 2:07 p.m.