Triple

T12700031
Position Surface form Disambiguated ID Type / Status
Subject Horsham, Victoria, Australia E303435 entity
Predicate hasTransportLink P1298 FINISHED
Object Western Highway
Western Highway is a major arterial road in Victoria, Australia, forming part of the primary route between Melbourne and Adelaide and serving key regional centers such as Horsham.
E998349 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: Western Highway | Statement: [Horsham, Victoria, Australia, hasTransportLink, Western Highway]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Western Highway
Context triple: [Horsham, Victoria, Australia, hasTransportLink, Western Highway]
  • A. Western Highway
    The Western Highway is a major roadway in Belize that connects Belize City with the country’s western regions, including the capital, Belmopan, and the Guatemalan border.
  • B. Northern Highway
    Northern Highway is a major roadway in Belize that connects Belize City with northern towns and serves as a key transportation route through the Belize District.
  • C. Northern Highway
    The Northern Highway is a major regional road in Victoria, Australia, linking Melbourne’s northern outskirts with key Murray River towns including Echuca–Moama.
  • D. Southern Highway
    Southern Highway is the English name for Bogotá’s Autopista Sur, a major arterial road connecting the Colombian capital with its southern suburbs and neighboring regions.
  • E. Western Road
    Western Road is a street that serves as the location for the Western Road campus.
  • 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: Western Highway
Triple: [Horsham, Victoria, Australia, hasTransportLink, Western Highway]
Generated description
Western Highway is a major arterial road in Victoria, Australia, forming part of the primary route between Melbourne and Adelaide and serving key regional centers such as Horsham.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Western Highway
Target entity description: Western Highway is a major arterial road in Victoria, Australia, forming part of the primary route between Melbourne and Adelaide and serving key regional centers such as Horsham.
  • A. Western Highway
    The Western Highway is a major roadway in Belize that connects Belize City with the country’s western regions, including the capital, Belmopan, and the Guatemalan border.
  • B. Northern Highway
    Northern Highway is a major roadway in Belize that connects Belize City with northern towns and serves as a key transportation route through the Belize District.
  • C. Northern Highway
    The Northern Highway is a major regional road in Victoria, Australia, linking Melbourne’s northern outskirts with key Murray River towns including Echuca–Moama.
  • D. Southern Highway
    Southern Highway is the English name for Bogotá’s Autopista Sur, a major arterial road connecting the Colombian capital with its southern suburbs and neighboring regions.
  • E. Western Road
    Western Road is a street that serves as the location for the Western Road campus.
  • 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_69d7bdef90d48190b46b88270e780946 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d961ef65ac8190aedf9ade3a68e24e completed April 10, 2026, 8:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69f671b27790819085f0f03af33f8f21 completed May 2, 2026, 9:50 p.m.
NEDg Description generation batch_69f6740129688190b286ce7acb4848c7 completed May 2, 2026, 10 p.m.
NED2 Entity disambiguation (via description) batch_69f675249d248190933421df49d3a2ab completed May 2, 2026, 10:05 p.m.
Created at: April 9, 2026, 5:22 p.m.