Triple

T4686652
Position Surface form Disambiguated ID Type / Status
Subject Smart Cities Mission E103935 entity
Predicate implementationAgency P12190 FINISHED
Object Special Purpose Vehicle
A Special Purpose Vehicle in the Smart Cities Mission context is a dedicated corporate entity formed by government stakeholders to plan, finance, implement, and manage urban infrastructure and development projects in a specific city.
E460882 NE FINISHED

How this triple was built (5 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: Special Purpose Vehicle | Statement: [Smart Cities Mission, implementationAgency, Special Purpose Vehicle]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Special Purpose Vehicle
Context triple: [Smart Cities Mission, implementationAgency, Special Purpose Vehicle]
  • A. Transport Asset Holding Entity
    Transport Asset Holding Entity is a New South Wales Government-owned statutory corporation that owns and manages transport-related assets such as rail infrastructure and property across the state.
  • B. Thunderbolt Vehicle
    Thunderbolt Vehicle is an alternative name for Vajrayana, the esoteric Buddhist path that emphasizes rapid enlightenment through tantric practices and symbolic rituals.
  • C. W-series medium-duty platform
    The W-series medium-duty platform is a line of cab-over-engine commercial truck chassis developed by General Motors for use in various medium-duty vocational and delivery applications.
  • D. Commercial Vehicle Section
    The Commercial Vehicle Section is a specialized unit of the California Highway Patrol responsible for regulating, inspecting, and enforcing safety standards for commercial motor vehicles and carriers throughout the state.
  • E. Coyote tactical support vehicle
    The Coyote tactical support vehicle is a British Army reconnaissance and logistics platform designed to provide high-mobility, long-range support for light cavalry and surveillance units.
  • 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: Special Purpose Vehicle
Triple: [Smart Cities Mission, implementationAgency, Special Purpose Vehicle]
Generated description
A Special Purpose Vehicle in the Smart Cities Mission context is a dedicated corporate entity formed by government stakeholders to plan, finance, implement, and manage urban infrastructure and development projects in a specific city.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Special Purpose Vehicle
Target entity description: A Special Purpose Vehicle in the Smart Cities Mission context is a dedicated corporate entity formed by government stakeholders to plan, finance, implement, and manage urban infrastructure and development projects in a specific city.
  • A. Transport Asset Holding Entity
    Transport Asset Holding Entity is a New South Wales Government-owned statutory corporation that owns and manages transport-related assets such as rail infrastructure and property across the state.
  • B. Thunderbolt Vehicle
    Thunderbolt Vehicle is an alternative name for Vajrayana, the esoteric Buddhist path that emphasizes rapid enlightenment through tantric practices and symbolic rituals.
  • C. W-series medium-duty platform
    The W-series medium-duty platform is a line of cab-over-engine commercial truck chassis developed by General Motors for use in various medium-duty vocational and delivery applications.
  • D. Commercial Vehicle Section
    The Commercial Vehicle Section is a specialized unit of the California Highway Patrol responsible for regulating, inspecting, and enforcing safety standards for commercial motor vehicles and carriers throughout the state.
  • E. Coyote tactical support vehicle
    The Coyote tactical support vehicle is a British Army reconnaissance and logistics platform designed to provide high-mobility, long-range support for light cavalry and surveillance units.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: implementationAgency
Context triple: [Smart Cities Mission, implementationAgency, Special Purpose Vehicle]
  • A. componentAgency
    Indicates that one entity functions as a constituent or subordinate agency within the organizational structure of another agency.
  • B. implementedByAgency chosen
    Indicates that an action, program, or policy is carried out or executed by a specific agency.
  • C. publicAgency
    Indicates that an entity functions as a government-controlled or government-authorized organization that provides public services or carries out public administration.
  • D. designatesAgencyAs
    Indicates that one entity formally assigns or recognizes another entity as its acting agency or representative body.
  • E. publicAgencyFor
    Indicates that one entity serves as a public agency acting on behalf of, or responsible for providing public services to, another entity.
  • F. None of above.

Provenance (6 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_69bd43debbf08190b4bc372e286ec234 completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd66059bfc8190885d26d05dd38df1 completed March 20, 2026, 3:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69be03b3b0208190bb307cdd53f44306 completed March 21, 2026, 2:34 a.m.
NEDg Description generation batch_69be044180a081908df9bdac583197e9 completed March 21, 2026, 2:36 a.m.
NED2 Entity disambiguation (via description) batch_69be04af089c8190b6b0dfae4bb71b4a completed March 21, 2026, 2:38 a.m.
PD Predicate disambiguation batch_69bd6219da948190bbbb50f08573ab4d completed March 20, 2026, 3:04 p.m.
Created at: March 20, 2026, 1:16 p.m.