Triple
T7515743
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | ACT Government |
E177636
|
entity |
| Predicate | hasDepartment |
P35
|
FINISHED |
| Object |
Transport Canberra and City Services Directorate
Transport Canberra and City Services Directorate is the Australian Capital Territory government agency responsible for public transport, roads, and a range of municipal and city maintenance services in Canberra.
|
E670331
|
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: Transport Canberra and City Services Directorate | Statement: [ACT Government, hasDepartment, Transport Canberra and City Services Directorate]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Transport Canberra and City Services Directorate Context triple: [ACT Government, hasDepartment, Transport Canberra and City Services Directorate]
-
A.
National Capital Authority
The National Capital Authority is an Australian government agency responsible for planning, managing, and promoting key national areas and assets within Canberra, the country’s capital.
-
B.
Public Transport Commission
The Public Transport Commission was a New South Wales government agency responsible for operating and coordinating public transport services, including rail, in the state during the 1970s and early 1980s.
-
C.
Transit Services Bureau
Transit Services Bureau is a specialized division of the Los Angeles County Sheriff's Department responsible for providing law enforcement and security services on the county’s public transit systems.
-
D.
State Transit Authority of New South Wales
The State Transit Authority of New South Wales was a government-owned operator responsible for providing bus services in the Sydney metropolitan area and surrounding regions.
-
E.
Australian Government transport agencies
Australian Government transport agencies are federal bodies responsible for developing and overseeing national transport policy, regulation, and infrastructure across Australia’s road, rail, air, and maritime networks.
- 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: Transport Canberra and City Services Directorate Triple: [ACT Government, hasDepartment, Transport Canberra and City Services Directorate]
Generated description
Transport Canberra and City Services Directorate is the Australian Capital Territory government agency responsible for public transport, roads, and a range of municipal and city maintenance services in Canberra.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Transport Canberra and City Services Directorate Target entity description: Transport Canberra and City Services Directorate is the Australian Capital Territory government agency responsible for public transport, roads, and a range of municipal and city maintenance services in Canberra.
-
A.
National Capital Authority
The National Capital Authority is an Australian government agency responsible for planning, managing, and promoting key national areas and assets within Canberra, the country’s capital.
-
B.
Public Transport Commission
The Public Transport Commission was a New South Wales government agency responsible for operating and coordinating public transport services, including rail, in the state during the 1970s and early 1980s.
-
C.
Transit Services Bureau
Transit Services Bureau is a specialized division of the Los Angeles County Sheriff's Department responsible for providing law enforcement and security services on the county’s public transit systems.
-
D.
State Transit Authority of New South Wales
The State Transit Authority of New South Wales was a government-owned operator responsible for providing bus services in the Sydney metropolitan area and surrounding regions.
-
E.
Australian Government transport agencies
Australian Government transport agencies are federal bodies responsible for developing and overseeing national transport policy, regulation, and infrastructure across Australia’s road, rail, air, and maritime networks.
- 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_69c69f2891148190a484f3b8222c6f1b |
completed | March 27, 2026, 3:15 p.m. |
| NER | Named-entity recognition | batch_69c6f5f44dd48190b2b093aab9a196c8 |
completed | March 27, 2026, 9:26 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c8461d4dbc8190b921666fa3524921 |
completed | March 28, 2026, 9:20 p.m. |
| NEDg | Description generation | batch_69c8471da6c481909b48db7ad6e9426d |
completed | March 28, 2026, 9:24 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c848026e90819098d0b419101f91e1 |
completed | March 28, 2026, 9:28 p.m. |
Created at: March 27, 2026, 3:45 p.m.