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.