Triple

T15370449
Position Surface form Disambiguated ID Type / Status
Subject St George, Queensland E367532 entity
Predicate majorHighway P385 FINISHED
Object Balonne Highway
Balonne Highway is a significant rural road in southwestern Queensland, Australia, connecting the town of St George with other regional centres and forming part of the state's outback highway network.
E1420701 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: Balonne Highway | Statement: [St George, Queensland, majorHighway, Balonne Highway]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Balonne Highway
Context triple: [St George, Queensland, majorHighway, Balonne Highway]
  • A. Groesbeck Highway
    Groesbeck Highway is a major north–south arterial road in the Detroit metropolitan area of Michigan, serving as a key commuter and commercial route through Macomb County.
  • B. Sunraysia Highway
    Sunraysia Highway is a major rural highway in north-western Victoria, Australia, linking regional towns and agricultural areas across the state’s interior.
  • C. Leach Highway
    Leach Highway is a major east–west arterial road in Perth, Western Australia, connecting key industrial, commercial, and residential areas across the metropolitan region.
  • D. Pioneer Highway
    Pioneer Highway is a local roadway in Washington State that connects communities in Snohomish County and serves as a junction route with State Route 532.
  • E. Mount Lindesay Highway
    Mount Lindesay Highway is a major road in Queensland, Australia, connecting Brisbane’s southern suburbs with rural communities near the New South Wales border.
  • 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: Balonne Highway
Triple: [St George, Queensland, majorHighway, Balonne Highway]
Generated description
Balonne Highway is a significant rural road in southwestern Queensland, Australia, connecting the town of St George with other regional centres and forming part of the state's outback highway network.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Balonne Highway
Target entity description: Balonne Highway is a significant rural road in southwestern Queensland, Australia, connecting the town of St George with other regional centres and forming part of the state's outback highway network.
  • A. Groesbeck Highway
    Groesbeck Highway is a major north–south arterial road in the Detroit metropolitan area of Michigan, serving as a key commuter and commercial route through Macomb County.
  • B. Sunraysia Highway
    Sunraysia Highway is a major rural highway in north-western Victoria, Australia, linking regional towns and agricultural areas across the state’s interior.
  • C. Leach Highway
    Leach Highway is a major east–west arterial road in Perth, Western Australia, connecting key industrial, commercial, and residential areas across the metropolitan region.
  • D. Pioneer Highway
    Pioneer Highway is a local roadway in Washington State that connects communities in Snohomish County and serves as a junction route with State Route 532.
  • E. Mount Lindesay Highway
    Mount Lindesay Highway is a major road in Queensland, Australia, connecting Brisbane’s southern suburbs with rural communities near the New South Wales border.
  • 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_69d85a1483788190ad93c2748e8af34b completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e03e4b88a881909f9575c02aed287d completed April 16, 2026, 1:41 a.m.
NED1 Entity disambiguation (via context triple) batch_6a08550a5c808190abe6e3cb98fd7967 completed May 16, 2026, 11:29 a.m.
NEDg Description generation batch_6a0855c6bab08190831cc78647de84fc completed May 16, 2026, 11:32 a.m.
NED2 Entity disambiguation (via description) batch_6a0856da3e748190866c328a6c61b3d8 completed May 16, 2026, 11:36 a.m.
Created at: April 10, 2026, 3:18 a.m.