Triple

T16264196
Position Surface form Disambiguated ID Type / Status
Subject Goondiwindi E394831 entity
Predicate roadConnection P385 FINISHED
Object Barwon Highway
Barwon Highway is a rural highway in southern Queensland, Australia, that links the town of Goondiwindi with other regional centres and forms part of an important east–west transport route.
E1470515 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: Barwon Highway | Statement: [Goondiwindi, roadConnection, Barwon Highway]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Barwon Highway
Context triple: [Goondiwindi, roadConnection, Barwon Highway]
  • A. Flinders Highway
    Flinders Highway is a major road in Queensland, Australia, linking inland regional centres and mining areas to the coastal city of Townsville.
  • B. Flinders Highway
    Flinders Highway is a major coastal road in South Australia that links several towns on the Eyre Peninsula, providing key regional transport and access routes.
  • C. Fraser Highway
    Fraser Highway is a major arterial road in British Columbia’s Lower Mainland that connects several communities in the Metro Vancouver and Fraser Valley regions.
  • D. Brooker Highway
    Brooker Highway is a major arterial road in southern Tasmania, Australia, connecting Hobart with its northern suburbs and surrounding regions.
  • E. Oxley Highway
    Oxley Highway is a major rural road in New South Wales, Australia, linking inland regions around Tamworth and Walcha with the Mid North Coast near Port Macquarie.
  • 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: Barwon Highway
Triple: [Goondiwindi, roadConnection, Barwon Highway]
Generated description
Barwon Highway is a rural highway in southern Queensland, Australia, that links the town of Goondiwindi with other regional centres and forms part of an important east–west transport route.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Barwon Highway
Target entity description: Barwon Highway is a rural highway in southern Queensland, Australia, that links the town of Goondiwindi with other regional centres and forms part of an important east–west transport route.
  • A. Flinders Highway
    Flinders Highway is a major coastal road in South Australia that links several towns on the Eyre Peninsula, providing key regional transport and access routes.
  • B. Flinders Highway
    Flinders Highway is a major road in Queensland, Australia, linking inland regional centres and mining areas to the coastal city of Townsville.
  • C. Fraser Highway
    Fraser Highway is a major arterial road in British Columbia’s Lower Mainland that connects several communities in the Metro Vancouver and Fraser Valley regions.
  • D. Brooker Highway
    Brooker Highway is a major arterial road in southern Tasmania, Australia, connecting Hobart with its northern suburbs and surrounding regions.
  • E. Oxley Highway
    Oxley Highway is a major rural road in New South Wales, Australia, linking inland regions around Tamworth and Walcha with the Mid North Coast near Port Macquarie.
  • 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_69d87f221d8081909b0b2063e7528ba2 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e245c672248190a4261be4696d52c5 completed April 17, 2026, 2:37 p.m.
NED1 Entity disambiguation (via context triple) batch_6a097554227481909668c26ea0bd1ea3 completed May 17, 2026, 7:59 a.m.
NEDg Description generation batch_6a0976b69ee88190a99e965c77221bbc completed May 17, 2026, 8:05 a.m.
NED2 Entity disambiguation (via description) batch_6a09775da35081909628417a2859655d completed May 17, 2026, 8:07 a.m.
Created at: April 10, 2026, 5:05 a.m.