Triple
T2610811
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Transport for NSW |
E58766
|
entity |
| Predicate | oversees |
P46
|
FINISHED |
| Object |
Roads and Maritime Services
Roads and Maritime Services was a New South Wales government agency responsible for managing the state’s roads, traffic, and maritime infrastructure and services.
|
E281322
|
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: Roads and Maritime Services | Statement: [Transport for NSW, oversees, Roads and Maritime Services]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Roads and Maritime Services Context triple: [Transport for NSW, oversees, Roads and Maritime Services]
-
A.
Roads and Transport Authority
The Roads and Transport Authority is Dubai’s government agency responsible for planning, operating, and regulating the emirate’s public transport systems and road infrastructure.
-
B.
Maritime Administration
The Maritime Administration is a U.S. federal agency responsible for promoting and regulating the nation’s merchant marine, maritime transportation system, and related infrastructure and workforce.
-
C.
RTA Marine Agency
RTA Marine Agency is the maritime transport division of Dubai’s Roads and Transport Authority, responsible for operating and managing the city’s public marine transit services.
-
D.
Ministry of Transport
The Ministry of Transport is Egypt’s government body responsible for planning, regulating, and overseeing the country’s transportation infrastructure and services across road, rail, maritime, and other transit sectors.
-
E.
Ministry of Ports, Shipping and Waterways
The Ministry of Ports, Shipping and Waterways is an Indian government ministry responsible for formulating policies and overseeing the development, regulation, and operation of the country’s ports, shipping industry, and inland waterways.
- 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: Roads and Maritime Services Triple: [Transport for NSW, oversees, Roads and Maritime Services]
Generated description
Roads and Maritime Services was a New South Wales government agency responsible for managing the state’s roads, traffic, and maritime infrastructure and services.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Roads and Maritime Services Target entity description: Roads and Maritime Services was a New South Wales government agency responsible for managing the state’s roads, traffic, and maritime infrastructure and services.
-
A.
Roads and Transport Authority
The Roads and Transport Authority is Dubai’s government agency responsible for planning, operating, and regulating the emirate’s public transport systems and road infrastructure.
-
B.
Maritime Administration
The Maritime Administration is a U.S. federal agency responsible for promoting and regulating the nation’s merchant marine, maritime transportation system, and related infrastructure and workforce.
-
C.
RTA Marine Agency
RTA Marine Agency is the maritime transport division of Dubai’s Roads and Transport Authority, responsible for operating and managing the city’s public marine transit services.
-
D.
Ministry of Transport
The Ministry of Transport is Egypt’s government body responsible for planning, regulating, and overseeing the country’s transportation infrastructure and services across road, rail, maritime, and other transit sectors.
-
E.
Ministry of Ports, Shipping and Waterways
The Ministry of Ports, Shipping and Waterways is an Indian government ministry responsible for formulating policies and overseeing the development, regulation, and operation of the country’s ports, shipping industry, and inland waterways.
- 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_69ab4ac3523881909679750c9f8c2dec |
completed | March 6, 2026, 9:44 p.m. |
| NER | Named-entity recognition | batch_69abd87b24e48190ad1d4ce7e63c0f3e |
completed | March 7, 2026, 7:49 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af83e506188190b6cd3b507dfc353c |
completed | March 10, 2026, 2:37 a.m. |
| NEDg | Description generation | batch_69af846b59508190b6f7f9b266123be0 |
completed | March 10, 2026, 2:39 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69af850fe6008190bf6c7c64d1078a50 |
completed | March 10, 2026, 2:42 a.m. |
Created at: March 6, 2026, 9:50 p.m.