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.