Triple

T12396814
Position Surface form Disambiguated ID Type / Status
Subject Darwin metropolitan area E296136 entity
Predicate roadConnectedTo P11435 FINISHED
Object Arnhem Highway
Arnhem Highway is a major road in Australia's Northern Territory that links the city of Darwin to the wetlands and communities of the Kakadu region.
E982431 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: Arnhem Highway | Statement: [Darwin metropolitan area, roadConnectedTo, Arnhem Highway]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Arnhem Highway
Context triple: [Darwin metropolitan area, roadConnectedTo, Arnhem Highway]
  • A. Skudai Highway
    Skudai Highway is a major roadway in Johor, Malaysia, that serves as a key route connecting the town of Skudai with other parts of the region.
  • B. Halsema Highway
    Halsema Highway is a major mountain road in the Philippines known for its high elevation, winding route, and role as a key transport link through the Cordillera region of Luzon.
  • C. Riverina Highway
    Riverina Highway is a major rural roadway in New South Wales, Australia, that links inland towns across the Riverina region and connects them to larger transport routes.
  • D. Ritchie Highway
    Ritchie Highway is a major arterial road in Maryland that serves as a key north–south route connecting Baltimore with its southern suburbs and Anne Arundel County communities.
  • E. Monaro Highway
    The Monaro Highway is a major road in southeastern Australia that connects Canberra and Queanbeyan with the Monaro region and extends toward the Victorian 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: Arnhem Highway
Triple: [Darwin metropolitan area, roadConnectedTo, Arnhem Highway]
Generated description
Arnhem Highway is a major road in Australia's Northern Territory that links the city of Darwin to the wetlands and communities of the Kakadu region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Arnhem Highway
Target entity description: Arnhem Highway is a major road in Australia's Northern Territory that links the city of Darwin to the wetlands and communities of the Kakadu region.
  • A. Skudai Highway
    Skudai Highway is a major roadway in Johor, Malaysia, that serves as a key route connecting the town of Skudai with other parts of the region.
  • B. Halsema Highway
    Halsema Highway is a major mountain road in the Philippines known for its high elevation, winding route, and role as a key transport link through the Cordillera region of Luzon.
  • C. Riverina Highway
    Riverina Highway is a major rural roadway in New South Wales, Australia, that links inland towns across the Riverina region and connects them to larger transport routes.
  • D. Ritchie Highway
    Ritchie Highway is a major arterial road in Maryland that serves as a key north–south route connecting Baltimore with its southern suburbs and Anne Arundel County communities.
  • E. Monaro Highway
    The Monaro Highway is a major road in southeastern Australia that connects Canberra and Queanbeyan with the Monaro region and extends toward the Victorian 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_69d6ad9e653c8190b1473c860ee53dae completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d93fd33f048190b205fd21dc513f6a completed April 10, 2026, 6:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69f63480a8bc8190885130f63a3ec761 completed May 2, 2026, 5:29 p.m.
NEDg Description generation batch_69f638cbb6dc8190a80ffe3430337855 completed May 2, 2026, 5:47 p.m.
NED2 Entity disambiguation (via description) batch_69f6397a3458819095b94ae7f9d5f106 completed May 2, 2026, 5:50 p.m.
Created at: April 8, 2026, 9:54 p.m.