Triple
T11828623
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Australian Government transport agencies |
E281323
|
entity |
| Predicate | includes |
P1393
|
FINISHED |
| Object | Department of Infrastructure, Transport, Regional Development, Communications and the Arts |
E114300
|
NE FINISHED |
How this triple was built (2 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 Infrastructure, Transport, Regional Development, Communications and the Arts | Statement: [Australian Government transport agencies, includes, Department of Infrastructure, Transport, Regional Development, Communications and the Arts]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Department of Infrastructure, Transport, Regional Development, Communications and the Arts Context triple: [Australian Government transport agencies, includes, Department of Infrastructure, Transport, Regional Development, Communications and the Arts]
-
A.
Department of Infrastructure, Transport, Regional Development, Communications and the Arts
chosen
The Department of Infrastructure, Transport, Regional Development, Communications and the Arts is an Australian Government department responsible for national policy and programs across transport, infrastructure, regional development, communications, and cultural and creative industries.
-
B.
Department for Infrastructure and Transport (South Australia)
The Department for Infrastructure and Transport (South Australia) is the state government agency responsible for planning, building, and managing South Australia’s transport networks and key infrastructure.
-
C.
Department of Transport
The Department of Transport is the Irish government ministry responsible for national transport policy, infrastructure, and regulation across road, rail, air, and maritime sectors.
-
D.
Department of Public Works and Communications
The Department of Public Works and Communications was a former Philippine government agency responsible for overseeing national infrastructure development and telecommunications before its functions were reorganized under successor departments.
-
E.
Department for Infrastructure (Northern Ireland)
The Department for Infrastructure (Northern Ireland) is a devolved government department responsible for transport, water, planning, and regional infrastructure services across Northern Ireland.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d6ab276f8c8190b1966a0ef11349ac |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d8a62b75dc8190b27d24e46a262a11 |
completed | April 10, 2026, 7:26 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f2812007dc81908e56fd47b2a94836 |
completed | April 29, 2026, 10:07 p.m. |
Created at: April 8, 2026, 9:43 p.m.