Triple

T20099930
Position Surface form Disambiguated ID Type / Status
Subject Hastings, Victoria E496505 entity
Predicate hasTransportLink P1298 FINISHED
Object Western Port Highway
Western Port Highway is a major arterial road in Victoria, Australia, connecting Melbourne’s southeastern suburbs with the Western Port region and the town of Hastings.
 E1444247 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: Western Port Highway | Statement: [Hastings, Victoria, hasTransportLink, Western Port Highway]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Western Port Highway
Context triple: [Hastings, Victoria, hasTransportLink, Western Port 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. Tullamarine Freeway
    Tullamarine Freeway is a major urban freeway in Melbourne, Australia, connecting the city to Melbourne Airport and the northwestern suburbs.
  • C. 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.
  • D. Mornington Peninsula Freeway
    The Mornington Peninsula Freeway is a major arterial road in Victoria, Australia, connecting Melbourne’s southeastern suburbs with the Mornington Peninsula’s coastal towns and tourist destinations.
  • E. Frankston Freeway
    Frankston Freeway is a major arterial road in Melbourne, Australia, providing a key route between the city’s southeastern suburbs and the Mornington Peninsula.
  • 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: Western Port Highway
Triple: [Hastings, Victoria, hasTransportLink, Western Port Highway]
Generated description
Western Port Highway is a major arterial road in Victoria, Australia, connecting Melbourne’s southeastern suburbs with the Western Port region and the town of Hastings.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Western Port Highway
Target entity description: Western Port Highway is a major arterial road in Victoria, Australia, connecting Melbourne’s southeastern suburbs with the Western Port region and the town of Hastings.
  • 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. Tullamarine Freeway
    Tullamarine Freeway is a major urban freeway in Melbourne, Australia, connecting the city to Melbourne Airport and the northwestern suburbs.
  • C. 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.
  • D. Mornington Peninsula Freeway
    The Mornington Peninsula Freeway is a major arterial road in Victoria, Australia, connecting Melbourne’s southeastern suburbs with the Mornington Peninsula’s coastal towns and tourist destinations.
  • E. Frankston Freeway
    Frankston Freeway is a major arterial road in Melbourne, Australia, providing a key route between the city’s southeastern suburbs and the Mornington Peninsula.
  • 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_69da626eee3881909f3454986d4a6511 completed April 11, 2026, 3:02 p.m.
NER Named-entity recognition batch_69e6666f2298819089659f13556ca305 completed April 20, 2026, 5:46 p.m.
NED1 Entity disambiguation (via context triple) batch_6a08cd443d9c81909c06d2ebfa37c384 completed May 16, 2026, 8:02 p.m.
NEDg Description generation batch_6a08d174278481909db394da2a7ff969 completed May 16, 2026, 8:20 p.m.
NED2 Entity disambiguation (via description) batch_6a08d293523c8190aaa01c6c73c9afd5 completed May 16, 2026, 8:24 p.m.
Created at: April 11, 2026, 11:26 p.m.