Triple
T2303366
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Port Macquarie |
E51780
|
entity |
| Predicate | hasEducationalInstitution |
P113
|
FINISHED |
| Object |
Charles Sturt University Port Macquarie campus
Charles Sturt University Port Macquarie campus is a regional Australian university campus offering a range of higher education programs and research facilities to students on the New South Wales mid-north coast.
|
E253379
|
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: Charles Sturt University Port Macquarie campus | Statement: [Port Macquarie, hasEducationalInstitution, Charles Sturt University Port Macquarie campus]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Charles Sturt University Port Macquarie campus Context triple: [Port Macquarie, hasEducationalInstitution, Charles Sturt University Port Macquarie campus]
-
A.
Charles Sturt University Wagga Wagga Campus
Charles Sturt University Wagga Wagga Campus is a major regional Australian university campus known for its strong programs in agriculture, animal and veterinary sciences, and environmental studies.
-
B.
Charles Sturt University Albury-Wodonga Campus
Charles Sturt University Albury-Wodonga Campus is a regional Australian university campus serving the Albury-Wodonga area with a focus on practical, industry-aligned higher education and research.
-
C.
Southern Cross University Coffs Harbour campus
Southern Cross University Coffs Harbour campus is a regional Australian university campus offering a range of undergraduate and postgraduate programs in a coastal setting on the New South Wales Mid North Coast.
-
D.
University of the Sunshine Coast
The University of the Sunshine Coast is a public Australian university based in Queensland, known for its modern campuses, focus on sustainability, and strong regional engagement.
-
E.
James Cook University Cairns campus
James Cook University Cairns campus is a regional Australian university campus in Far North Queensland known for its focus on tropical environments, marine science, and Indigenous studies.
- 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: Charles Sturt University Port Macquarie campus Triple: [Port Macquarie, hasEducationalInstitution, Charles Sturt University Port Macquarie campus]
Generated description
Charles Sturt University Port Macquarie campus is a regional Australian university campus offering a range of higher education programs and research facilities to students on the New South Wales mid-north coast.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Charles Sturt University Port Macquarie campus Target entity description: Charles Sturt University Port Macquarie campus is a regional Australian university campus offering a range of higher education programs and research facilities to students on the New South Wales mid-north coast.
-
A.
Charles Sturt University Wagga Wagga Campus
Charles Sturt University Wagga Wagga Campus is a major regional Australian university campus known for its strong programs in agriculture, animal and veterinary sciences, and environmental studies.
-
B.
Charles Sturt University Albury-Wodonga Campus
Charles Sturt University Albury-Wodonga Campus is a regional Australian university campus serving the Albury-Wodonga area with a focus on practical, industry-aligned higher education and research.
-
C.
Southern Cross University Coffs Harbour campus
Southern Cross University Coffs Harbour campus is a regional Australian university campus offering a range of undergraduate and postgraduate programs in a coastal setting on the New South Wales Mid North Coast.
-
D.
University of the Sunshine Coast
The University of the Sunshine Coast is a public Australian university based in Queensland, known for its modern campuses, focus on sustainability, and strong regional engagement.
-
E.
James Cook University Cairns campus
James Cook University Cairns campus is a regional Australian university campus in Far North Queensland known for its focus on tropical environments, marine science, and Indigenous studies.
- 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_69a88b0a9f248190bcff941463d8f65a |
completed | March 4, 2026, 7:42 p.m. |
| NER | Named-entity recognition | batch_69abc5f101dc8190824346e6ae564e51 |
completed | March 7, 2026, 6:30 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae7f332e788190b1dd4b8b0bbfe5d7 |
completed | March 9, 2026, 8:05 a.m. |
| NEDg | Description generation | batch_69ae802a066881909aa4e7b00e29306f |
completed | March 9, 2026, 8:09 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae80c37ff48190a24b7806320ebc00 |
completed | March 9, 2026, 8:11 a.m. |
Created at: March 4, 2026, 7:49 p.m.