Triple

T17401425
Position Surface form Disambiguated ID Type / Status
Subject Division of Isaacs E423095 entity
Predicate borderedBy P224 FINISHED
Object Dandenong Valley Highway
The Dandenong Valley Highway is a major arterial road in Melbourne’s southeastern suburbs, linking several residential and commercial areas and serving as a key commuter and transport route.
E1499086 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: Dandenong Valley Highway | Statement: [Division of Isaacs, borderedBy, Dandenong Valley Highway]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Dandenong Valley Highway
Context triple: [Division of Isaacs, borderedBy, Dandenong Valley Highway]
  • A. Maroondah Highway
    Maroondah Highway is a major arterial road in Victoria, Australia, connecting Melbourne’s eastern suburbs with regional centres such as Lilydale and Healesville.
  • B. Fraser Highway
    Fraser Highway is a major arterial road in British Columbia’s Lower Mainland that connects several communities in the Metro Vancouver and Fraser Valley regions.
  • C. Murray Valley Highway
    The Murray Valley Highway is a major rural highway in southeastern Australia that runs along the Murray River, linking numerous regional towns and agricultural areas across Victoria and into New South Wales.
  • D. Barwon Highway
    Barwon Highway is a rural highway in southern Queensland, Australia, that links the town of Goondiwindi with other regional centres and forms part of an important east–west transport route.
  • E. Brisbane Valley Highway
    The Brisbane Valley Highway is a major rural road in South East Queensland, Australia, linking the Ipswich area with towns in the Brisbane Valley and the Somerset 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: Dandenong Valley Highway
Triple: [Division of Isaacs, borderedBy, Dandenong Valley Highway]
Generated description
The Dandenong Valley Highway is a major arterial road in Melbourne’s southeastern suburbs, linking several residential and commercial areas and serving as a key commuter and transport route.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Dandenong Valley Highway
Target entity description: The Dandenong Valley Highway is a major arterial road in Melbourne’s southeastern suburbs, linking several residential and commercial areas and serving as a key commuter and transport route.
  • A. Maroondah Highway
    Maroondah Highway is a major arterial road in Victoria, Australia, connecting Melbourne’s eastern suburbs with regional centres such as Lilydale and Healesville.
  • B. Fraser Highway
    Fraser Highway is a major arterial road in British Columbia’s Lower Mainland that connects several communities in the Metro Vancouver and Fraser Valley regions.
  • C. Murray Valley Highway
    The Murray Valley Highway is a major rural highway in southeastern Australia that runs along the Murray River, linking numerous regional towns and agricultural areas across Victoria and into New South Wales.
  • D. Barwon Highway
    Barwon Highway is a rural highway in southern Queensland, Australia, that links the town of Goondiwindi with other regional centres and forms part of an important east–west transport route.
  • E. Brisbane Valley Highway
    The Brisbane Valley Highway is a major rural road in South East Queensland, Australia, linking the Ipswich area with towns in the Brisbane Valley and the Somerset 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_69d889d710288190bf0f4762801fefae completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e43ac126788190b51323bde3c9ba69 completed April 19, 2026, 2:15 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0a2eb484e88190948c25fd209af394 completed May 17, 2026, 9:10 p.m.
NEDg Description generation batch_6a0a2fd17bd48190a6ba7a80b244cdd7 completed May 17, 2026, 9:14 p.m.
NED2 Entity disambiguation (via description) batch_6a0a3047eb04819082e2b9f4e62b4b0b completed May 17, 2026, 9:16 p.m.
Created at: April 10, 2026, 5:45 a.m.