Triple

T17792412
Position Surface form Disambiguated ID Type / Status
Subject Hamilton, Victoria, Australia E444197 entity
Predicate hasHighwayConnection P385 FINISHED
Object Henty Highway
Henty Highway is a major rural road in western Victoria, Australia, linking several regional towns and agricultural areas.
E1500601 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: Henty Highway | Statement: [Hamilton, Victoria, Australia, hasHighwayConnection, Henty Highway]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Henty Highway
Context triple: [Hamilton, Victoria, Australia, hasHighwayConnection, Henty Highway]
  • A. Carnarvon Highway
    Carnarvon Highway is a major rural highway in Queensland and New South Wales, Australia, linking inland towns and agricultural regions to the national road network.
  • B. Glenn Highway
    Glenn Highway is a primary roadway in Alaska that connects the city of Anchorage with interior regions of the state, serving as a key transportation corridor.
  • C. Eyre Highway
    Eyre Highway is a major sealed road crossing the Nullarbor Plain and linking Western Australia with South Australia as part of Australia’s primary east–west transport route.
  • D. Murchison Highway
    Murchison Highway is a major road in Tasmania, Australia, that connects the island’s northwest coast to its rugged west coast and inland mining regions.
  • E. Leichhardt Highway
    Leichhardt Highway is a major rural highway in Queensland, Australia, running generally north–south and linking several inland towns and regions.
  • 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: Henty Highway
Triple: [Hamilton, Victoria, Australia, hasHighwayConnection, Henty Highway]
Generated description
Henty Highway is a major rural road in western Victoria, Australia, linking several regional towns and agricultural areas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Henty Highway
Target entity description: Henty Highway is a major rural road in western Victoria, Australia, linking several regional towns and agricultural areas.
  • A. Carnarvon Highway
    Carnarvon Highway is a major rural highway in Queensland and New South Wales, Australia, linking inland towns and agricultural regions to the national road network.
  • B. Glenn Highway
    Glenn Highway is a primary roadway in Alaska that connects the city of Anchorage with interior regions of the state, serving as a key transportation corridor.
  • C. Eyre Highway
    Eyre Highway is a major sealed road crossing the Nullarbor Plain and linking Western Australia with South Australia as part of Australia’s primary east–west transport route.
  • D. Murchison Highway
    Murchison Highway is a major road in Tasmania, Australia, that connects the island’s northwest coast to its rugged west coast and inland mining regions.
  • E. Leichhardt Highway
    Leichhardt Highway is a major rural highway in Queensland, Australia, running generally north–south and linking several inland towns and regions.
  • 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_69d8b9efe370819095cd219b143ae727 completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e4879859408190875835bd255e1185 completed April 19, 2026, 7:43 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0a36590b5481909f9b278b8986f9ff completed May 17, 2026, 9:42 p.m.
NEDg Description generation batch_6a0a37879a408190b516ec16a2b23195 completed May 17, 2026, 9:47 p.m.
NED2 Entity disambiguation (via description) batch_6a0a37f8c09c8190a92f78909cfbc6e7 completed May 17, 2026, 9:49 p.m.
Created at: April 10, 2026, 10:13 a.m.