Triple
T6893590
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Australian Public Service |
E159111
|
entity |
| Predicate | worksWith |
P398
|
FINISHED |
| Object |
Australian Government departments
Australian Government departments are the primary administrative agencies responsible for implementing federal policies, delivering public services, and supporting the work of ministers across areas such as health, education, defense, and finance.
|
E159111
|
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: Australian Government departments | Statement: [Australian Public Service, worksWith, Australian Government departments]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Australian Government departments Context triple: [Australian Public Service, worksWith, Australian Government departments]
-
A.
Australian government
The Australian government is the federal governing authority of Australia, responsible for national policy, legislation, and administration under a constitutional monarchy and parliamentary democracy.
-
B.
Australian Public Service
The Australian Public Service is the federal civil service of Australia, responsible for implementing government policies and delivering public services across the country.
-
C.
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.
-
D.
Federal Department of Home Affairs
The Federal Department of Home Affairs is a major Swiss government ministry responsible for areas such as social insurance, public health, culture, statistics, and gender equality.
-
E.
Australian Office of Financial Management
The Australian Office of Financial Management is a government agency responsible for managing the Australian Government’s debt portfolio and associated financial risks.
- 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: Australian Government departments Triple: [Australian Public Service, worksWith, Australian Government departments]
Generated description
Australian Government departments are the primary administrative agencies responsible for implementing federal policies, delivering public services, and supporting the work of ministers across areas such as health, education, defense, and finance.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Australian Government departments Target entity description: Australian Government departments are the primary administrative agencies responsible for implementing federal policies, delivering public services, and supporting the work of ministers across areas such as health, education, defense, and finance.
-
A.
Australian government
The Australian government is the federal governing authority of Australia, responsible for national policy, legislation, and administration under a constitutional monarchy and parliamentary democracy.
-
B.
Australian Public Service
chosen
The Australian Public Service is the federal civil service of Australia, responsible for implementing government policies and delivering public services across the country.
-
C.
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.
-
D.
Federal Department of Home Affairs
The Federal Department of Home Affairs is a major Swiss government ministry responsible for areas such as social insurance, public health, culture, statistics, and gender equality.
-
E.
Australian Office of Financial Management
The Australian Office of Financial Management is a government agency responsible for managing the Australian Government’s debt portfolio and associated financial risks.
- F. None of above.
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_69c6883568c8819081db6407e892cccc |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6d931da24819096b9b205f2c0ebb0 |
completed | March 27, 2026, 7:23 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c748db2bd48190bb26f60c58ec8229 |
completed | March 28, 2026, 3:19 a.m. |
| NEDg | Description generation | batch_69c749901de081908e5c3ccd324e8191 |
completed | March 28, 2026, 3:22 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c74a0bcddc819084b22925cf57a205 |
completed | March 28, 2026, 3:24 a.m. |
Created at: March 27, 2026, 2:24 p.m.