Triple

T20548658
Position Surface form Disambiguated ID Type / Status
Subject South Australian road network E504540 entity
Predicate hasPart P35 FINISHED
Object Adelaide Hills road network
The Adelaide Hills road network is the system of highways and local roads that serves the hilly, semi-rural region east of Adelaide, connecting its townships, vineyards, and conservation areas to the broader South Australian transport network.
E1437767 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: Adelaide Hills road network | Statement: [South Australian road network, hasPart, Adelaide Hills road network]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Adelaide Hills road network
Context triple: [South Australian road network, hasPart, Adelaide Hills road network]
  • A. Adelaide north–south corridor
    The Adelaide north–south corridor is a major continuous transport route through metropolitan Adelaide, designed to streamline north–south traffic flow via a series of upgraded expressways and motorways.
  • B. 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.
  • C. Adelaide–Melbourne road corridor
    The Adelaide–Melbourne road corridor is a major interstate transport route linking the capitals of South Australia and Victoria, carrying significant passenger and freight traffic across southeastern Australia.
  • D. Barrier Highway in South Australia
    Barrier Highway in South Australia is a major rural highway that forms part of the interstate route linking Adelaide with Broken Hill and New South Wales.
  • E. South Australian road authorities
    South Australian road authorities are the government bodies responsible for planning, regulating, and maintaining the road network throughout the state of South Australia.
  • 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: Adelaide Hills road network
Triple: [South Australian road network, hasPart, Adelaide Hills road network]
Generated description
The Adelaide Hills road network is the system of highways and local roads that serves the hilly, semi-rural region east of Adelaide, connecting its townships, vineyards, and conservation areas to the broader South Australian transport network.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Adelaide Hills road network
Target entity description: The Adelaide Hills road network is the system of highways and local roads that serves the hilly, semi-rural region east of Adelaide, connecting its townships, vineyards, and conservation areas to the broader South Australian transport network.
  • A. Adelaide north–south corridor
    The Adelaide north–south corridor is a major continuous transport route through metropolitan Adelaide, designed to streamline north–south traffic flow via a series of upgraded expressways and motorways.
  • B. 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.
  • C. Adelaide–Melbourne road corridor
    The Adelaide–Melbourne road corridor is a major interstate transport route linking the capitals of South Australia and Victoria, carrying significant passenger and freight traffic across southeastern Australia.
  • D. Barrier Highway in South Australia
    Barrier Highway in South Australia is a major rural highway that forms part of the interstate route linking Adelaide with Broken Hill and New South Wales.
  • E. South Australian road authorities
    South Australian road authorities are the government bodies responsible for planning, regulating, and maintaining the road network throughout the state of South Australia.
  • 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_69e0b4b52c048190952b4d0f430813a3 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6a5d56060819090f0e2f2f9957982 completed April 20, 2026, 10:16 p.m.
NED1 Entity disambiguation (via context triple) batch_6a08a56f9a648190a5c22d31f2d149a7 completed May 16, 2026, 5:12 p.m.
NEDg Description generation batch_6a08a630ab70819082eeb53aa80bc7fd completed May 16, 2026, 5:15 p.m.
NED2 Entity disambiguation (via description) batch_6a08a6aad1bc8190a3c470c34d4434f6 completed May 16, 2026, 5:17 p.m.
Created at: April 16, 2026, 11:38 a.m.