Triple

T12320230
Position Surface form Disambiguated ID Type / Status
Subject South Coast Highway E293707 entity
Predicate hasJunctionWith P1018 FINISHED
Object South Coast Highway (urban sections in Esperance)
South Coast Highway (urban sections in Esperance) refers to the portions of Western Australia’s South Coast Highway that pass through and serve the town of Esperance as key urban arterial roads.
E973328 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 Coast Highway (urban sections in Esperance) | Statement: [South Coast Highway, hasJunctionWith, South Coast Highway (urban sections in Esperance)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: South Coast Highway (urban sections in Esperance)
Context triple: [South Coast Highway, hasJunctionWith, South Coast Highway (urban sections in Esperance)]
  • A. Highway network of Western Australia
    The Highway network of Western Australia is an extensive system of major roads and routes that connect cities, regional towns, mining areas, and remote communities across the state.
  • B. Great Western Highway (nearby access)
    The Great Western Highway is a major road in New South Wales, Australia, connecting Sydney with the Central West region and serving as a key transport route for towns within the Mid-Western Regional Council area.
  • C. South Coast route
    The South Coast route is a major railway line in southern England that runs along the coast, linking key towns and cities between Hampshire, West Sussex, and beyond.
  • D. South Australian road network
    The South Australian road network is the integrated system of highways, arterial roads, and local routes that supports transport, commerce, and regional connectivity across the state of South Australia.
  • E. North West Coastal Highway
    North West Coastal Highway is a major road in Western Australia that runs along the state’s northwest coast, connecting regional centers such as Geraldton with remote coastal communities and mining areas.
  • 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 Coast Highway (urban sections in Esperance)
Triple: [South Coast Highway, hasJunctionWith, South Coast Highway (urban sections in Esperance)]
Generated description
South Coast Highway (urban sections in Esperance) refers to the portions of Western Australia’s South Coast Highway that pass through and serve the town of Esperance as key urban arterial roads.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: South Coast Highway (urban sections in Esperance)
Target entity description: South Coast Highway (urban sections in Esperance) refers to the portions of Western Australia’s South Coast Highway that pass through and serve the town of Esperance as key urban arterial roads.
  • A. Highway network of Western Australia
    The Highway network of Western Australia is an extensive system of major roads and routes that connect cities, regional towns, mining areas, and remote communities across the state.
  • B. Great Western Highway (nearby access)
    The Great Western Highway is a major road in New South Wales, Australia, connecting Sydney with the Central West region and serving as a key transport route for towns within the Mid-Western Regional Council area.
  • C. South Coast route
    The South Coast route is a major railway line in southern England that runs along the coast, linking key towns and cities between Hampshire, West Sussex, and beyond.
  • D. South Australian road network
    The South Australian road network is the integrated system of highways, arterial roads, and local routes that supports transport, commerce, and regional connectivity across the state of South Australia.
  • E. North West Coastal Highway
    North West Coastal Highway is a major road in Western Australia that runs along the state’s northwest coast, connecting regional centers such as Geraldton with remote coastal communities and mining areas.
  • 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_69d6ab6ae0dc8190b1522a9c1c55c114 completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d93f4c2b548190938fff9427f07dc7 completed April 10, 2026, 6:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69f61e8aa94881908e4c184062037ab5 completed May 2, 2026, 3:55 p.m.
NEDg Description generation batch_69f61f5e20cc8190a84f50ddded76974 completed May 2, 2026, 3:59 p.m.
NED2 Entity disambiguation (via description) batch_69f62041f2408190ad320fec5283abdd completed May 2, 2026, 4:03 p.m.
Created at: April 8, 2026, 9:53 p.m.