Triple

T997773
Position Surface form Disambiguated ID Type / Status
Subject Sturt Highway E21532 entity
Predicate maintainedBy P86 FINISHED
Object Department of Transport and Planning (Victoria)
The Department of Transport and Planning (Victoria) is the Victorian state government agency responsible for overseeing transport networks, infrastructure, and land-use planning across the state of Victoria, Australia.
 E118259 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: Department of Transport and Planning (Victoria) | Statement: [Sturt Highway, maintainedBy, Department of Transport and Planning (Victoria)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Department of Transport and Planning (Victoria)
Context triple: [Sturt Highway, maintainedBy, Department of Transport and Planning (Victoria)]
  • A. Transport Committee
    The Transport Committee is a London Assembly body that scrutinizes and advises on the capital’s transport policies, services, and infrastructure.
  • B. Government of Victoria
    The Government of Victoria is the state-level governing body responsible for administering public policy, services, and legislation in the Australian state of Victoria.
  • C. VTA Planning Division
    The VTA Planning Division is the unit within the Santa Clara Valley Transportation Authority responsible for developing and coordinating long-range transit and transportation plans, policies, and projects for Santa Clara County.
  • D. Department for Transport
    The Department for Transport is the UK government ministry responsible for national transport policy, infrastructure, and regulation across road, rail, air, and sea.
  • E. Transportation Bureau
    The Transportation Bureau is a specialized division of the New York City Police Department responsible for traffic management, highway and bridge patrol, and enforcement of transportation-related laws throughout the city.
  • 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: Department of Transport and Planning (Victoria)
Triple: [Sturt Highway, maintainedBy, Department of Transport and Planning (Victoria)]
Generated description
The Department of Transport and Planning (Victoria) is the Victorian state government agency responsible for overseeing transport networks, infrastructure, and land-use planning across the state of Victoria, Australia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Department of Transport and Planning (Victoria)
Target entity description: The Department of Transport and Planning (Victoria) is the Victorian state government agency responsible for overseeing transport networks, infrastructure, and land-use planning across the state of Victoria, Australia.
  • A. Transport Committee
    The Transport Committee is a London Assembly body that scrutinizes and advises on the capital’s transport policies, services, and infrastructure.
  • B. Government of Victoria
    The Government of Victoria is the state-level governing body responsible for administering public policy, services, and legislation in the Australian state of Victoria.
  • C. VTA Planning Division
    The VTA Planning Division is the unit within the Santa Clara Valley Transportation Authority responsible for developing and coordinating long-range transit and transportation plans, policies, and projects for Santa Clara County.
  • D. Department for Transport
    The Department for Transport is the UK government ministry responsible for national transport policy, infrastructure, and regulation across road, rail, air, and sea.
  • E. Transportation Bureau
    The Transportation Bureau is a specialized division of the New York City Police Department responsible for traffic management, highway and bridge patrol, and enforcement of transportation-related laws throughout the city.
  • 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_69a493c476b48190b41fc5e793171cc6 completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4b4e0f0d081908b888c246d001786 completed March 1, 2026, 9:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac2a18db488190bf7d604fe6a33b9e completed March 7, 2026, 1:37 p.m.
NEDg Description generation batch_69ac2ab3df188190a70c46b276b562fe completed March 7, 2026, 1:40 p.m.
NED2 Entity disambiguation (via description) batch_69ac2b28e9dc8190bdf5642def2399c5 completed March 7, 2026, 1:42 p.m.
Created at: March 1, 2026, 7:41 p.m.