Triple

T4226489
Position Surface form Disambiguated ID Type / Status
Subject Dandenong, Victoria E94470 entity
Predicate majorRoad P385 FINISHED
Object South Gippsland Highway
South Gippsland Highway is a key arterial road in Victoria, Australia, linking Melbourne’s south-eastern suburbs with the South Gippsland region and coastal towns.
E525533 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: South Gippsland Highway | Statement: [Dandenong, Victoria, majorRoad, South Gippsland Highway]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: South Gippsland Highway
Context triple: [Dandenong, Victoria, majorRoad, South Gippsland Highway]
  • A. Bass Highway
    Bass Highway is a major arterial road in Tasmania, Australia, linking key coastal towns and cities including Burnie.
  • B. Sturt Highway
    Sturt Highway is a major Australian interstate highway that links Sydney and Adelaide via regional New South Wales, including the Riverina region.
  • C. Hume Highway
    The Hume Highway is a major intercity highway in southeastern Australia that forms the primary road link between Sydney and Melbourne.
  • D. Riverina Highway
    Riverina Highway is a major rural roadway in New South Wales, Australia, that links inland towns across the Riverina region and connects them to larger transport routes.
  • E. South Coast Highway
    South Coast Highway is a major coastal road in Western Australia that links the town of Esperance with other key communities along the state's southern coastline.
  • 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: South Gippsland Highway
Triple: [Dandenong, Victoria, majorRoad, South Gippsland Highway]
Generated description
South Gippsland Highway is a key arterial road in Victoria, Australia, linking Melbourne’s south-eastern suburbs with the South Gippsland region and coastal towns.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: South Gippsland Highway
Target entity description: South Gippsland Highway is a key arterial road in Victoria, Australia, linking Melbourne’s south-eastern suburbs with the South Gippsland region and coastal towns.
  • A. Bass Highway
    Bass Highway is a major arterial road in Tasmania, Australia, linking key coastal towns and cities including Burnie.
  • B. Sturt Highway
    Sturt Highway is a major Australian interstate highway that links Sydney and Adelaide via regional New South Wales, including the Riverina region.
  • C. Hume Highway
    The Hume Highway is a major intercity highway in southeastern Australia that forms the primary road link between Sydney and Melbourne.
  • D. Riverina Highway
    Riverina Highway is a major rural roadway in New South Wales, Australia, that links inland towns across the Riverina region and connects them to larger transport routes.
  • E. South Coast Highway
    South Coast Highway is a major coastal road in Western Australia that links the town of Esperance with other key communities along the state's southern coastline.
  • 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_69b3453700a08190ae88792e3dc63207 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b34e4ed34c819081d1479ce87cd78c completed March 12, 2026, 11:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf91db342c819084d3f59157518128 completed March 22, 2026, 6:53 a.m.
NEDg Description generation batch_69bf9244e538819086f1ecc818e0d5cd completed March 22, 2026, 6:55 a.m.
NED2 Entity disambiguation (via description) batch_69bf92b95f248190b7260625ce1d18a2 completed March 22, 2026, 6:56 a.m.
Created at: March 12, 2026, 11:04 p.m.