Triple

T10781280
Position Surface form Disambiguated ID Type / Status
Subject Port of Bunbury E254322 entity
Predicate connectedByRoadTo P11435 FINISHED
Object Bunbury Outer Ring Road (planned / under development)
The Bunbury Outer Ring Road is a planned major highway project in Western Australia designed to divert traffic around Bunbury and improve freight access to the Port of Bunbury and surrounding regions.
 E886401 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: Bunbury Outer Ring Road (planned / under development) | Statement: [Port of Bunbury, connectedByRoadTo, Bunbury Outer Ring Road (planned / under development)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bunbury Outer Ring Road (planned / under development)
Context triple: [Port of Bunbury, connectedByRoadTo, Bunbury Outer Ring Road (planned / under development)]
  • A. Manchester Outer Ring Road
    Manchester Outer Ring Road is a major orbital motorway route encircling the city of Manchester, facilitating regional and national traffic flow around the urban area.
  • B. Outer Ring Road (access)
    Outer Ring Road (access) is a major arterial roadway in Nairobi that provides key connectivity and commuter access to the Kasarani area and other northeastern parts of the city.
  • C. Ring Road Beeston Park
    Ring Road Beeston Park is a major ring road section in the Beeston area of Leeds, West Yorkshire, providing a key route for local and through traffic.
  • D. Birmingham Inner Ring Road
    The Birmingham Inner Ring Road is a major orbital route encircling Birmingham city centre, designed to manage through-traffic and connect key radial roads around the urban core.
  • E. N1 Western Bypass
    The N1 Western Bypass is a major freeway segment of South Africa’s N1 that skirts the western side of Johannesburg, carrying heavy commuter and long-distance traffic past suburbs such as Roodepoort.
  • 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: Bunbury Outer Ring Road (planned / under development)
Triple: [Port of Bunbury, connectedByRoadTo, Bunbury Outer Ring Road (planned / under development)]
Generated description
The Bunbury Outer Ring Road is a planned major highway project in Western Australia designed to divert traffic around Bunbury and improve freight access to the Port of Bunbury and surrounding regions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bunbury Outer Ring Road (planned / under development)
Target entity description: The Bunbury Outer Ring Road is a planned major highway project in Western Australia designed to divert traffic around Bunbury and improve freight access to the Port of Bunbury and surrounding regions.
  • A. Manchester Outer Ring Road
    Manchester Outer Ring Road is a major orbital motorway route encircling the city of Manchester, facilitating regional and national traffic flow around the urban area.
  • B. Outer Ring Road (access)
    Outer Ring Road (access) is a major arterial roadway in Nairobi that provides key connectivity and commuter access to the Kasarani area and other northeastern parts of the city.
  • C. Ring Road Beeston Park
    Ring Road Beeston Park is a major ring road section in the Beeston area of Leeds, West Yorkshire, providing a key route for local and through traffic.
  • D. Birmingham Inner Ring Road
    The Birmingham Inner Ring Road is a major orbital route encircling Birmingham city centre, designed to manage through-traffic and connect key radial roads around the urban core.
  • E. N1 Western Bypass
    The N1 Western Bypass is a major freeway segment of South Africa’s N1 that skirts the western side of Johannesburg, carrying heavy commuter and long-distance traffic past suburbs such as Roodepoort.
  • 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_69d6aa609f008190a294200aefcb7bd5 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d732c48c488190a2b3162202b74726 completed April 9, 2026, 5:01 a.m.
NED1 Entity disambiguation (via context triple) batch_69de55fbfc70819098eb40cf0d1b9e8c completed April 14, 2026, 2:58 p.m.
NEDg Description generation batch_69de5eacae148190b7ca2da87427572e completed April 14, 2026, 3:35 p.m.
NED2 Entity disambiguation (via description) batch_69de6397ff688190b6788489895a5360 completed April 14, 2026, 3:56 p.m.
Created at: April 8, 2026, 9:17 p.m.