Triple

T14954616
Position Surface form Disambiguated ID Type / Status
Subject Cunningham Highway E372887 entity
Predicate hasIntersectionWith P13379 FINISHED
Object Warrego Highway near Ipswich
Warrego Highway near Ipswich is a major arterial road in Queensland, Australia, serving as a key route for traffic between Brisbane, Ipswich, and western regional centers.
E1128082 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: Warrego Highway near Ipswich | Statement: [Cunningham Highway, hasIntersectionWith, Warrego Highway near Ipswich]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Warrego Highway near Ipswich
Context triple: [Cunningham Highway, hasIntersectionWith, Warrego Highway near Ipswich]
  • A. Olympic Highway near Cowra
    Olympic Highway near Cowra is a section of the Olympic Highway in New South Wales, Australia, located close to the town of Cowra and serving as a regional connector in the state’s road network.
  • B. Bradfield Highway, Brisbane
    Bradfield Highway, Brisbane is a major roadway in Brisbane, Australia, best known as the traffic-carrying deck across the iconic Story Bridge.
  • C. Forrest Highway near Mandurah
    Forrest Highway near Mandurah is a major road in Western Australia that continues south from the end of Kwinana Freeway, providing a key route between Perth’s southern suburbs and the state’s southwest region.
  • D. Stuart Highway at Threeways
    Stuart Highway at Threeways is a remote Northern Territory road junction where the Stuart Highway meets the Barkly Highway, serving as a key crossroads for outback travel in Australia.
  • E. 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.
  • 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: Warrego Highway near Ipswich
Triple: [Cunningham Highway, hasIntersectionWith, Warrego Highway near Ipswich]
Generated description
Warrego Highway near Ipswich is a major arterial road in Queensland, Australia, serving as a key route for traffic between Brisbane, Ipswich, and western regional centers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Warrego Highway near Ipswich
Target entity description: Warrego Highway near Ipswich is a major arterial road in Queensland, Australia, serving as a key route for traffic between Brisbane, Ipswich, and western regional centers.
  • A. Olympic Highway near Cowra
    Olympic Highway near Cowra is a section of the Olympic Highway in New South Wales, Australia, located close to the town of Cowra and serving as a regional connector in the state’s road network.
  • B. Bradfield Highway, Brisbane
    Bradfield Highway, Brisbane is a major roadway in Brisbane, Australia, best known as the traffic-carrying deck across the iconic Story Bridge.
  • C. Forrest Highway near Mandurah
    Forrest Highway near Mandurah is a major road in Western Australia that continues south from the end of Kwinana Freeway, providing a key route between Perth’s southern suburbs and the state’s southwest region.
  • D. Stuart Highway at Threeways
    Stuart Highway at Threeways is a remote Northern Territory road junction where the Stuart Highway meets the Barkly Highway, serving as a key crossroads for outback travel in Australia.
  • E. 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.
  • 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_69d85cca979481908747d2a81eba1cea completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69ded6cb336c8190b8a55106fa8fc500 completed April 15, 2026, 12:07 a.m.
NED1 Entity disambiguation (via context triple) batch_69fe7e9c71cc8190aff9165a6f97981a completed May 9, 2026, 12:23 a.m.
NEDg Description generation batch_69fe814659fc8190b1ddc30187d344e4 completed May 9, 2026, 12:35 a.m.
NED2 Entity disambiguation (via description) batch_69fe81a932b48190a483815d2350c3a4 completed May 9, 2026, 12:36 a.m.
Created at: April 10, 2026, 2:40 a.m.