Triple
T4466270
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dubbo |
E98384
|
entity |
| Predicate | hasInstitution |
P186
|
FINISHED |
| Object |
Charles Sturt University study centre
Charles Sturt University Study Centre in Dubbo is a regional higher education campus offering a range of university courses and support services to students in western New South Wales, Australia.
|
E442354
|
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 study centre | Statement: [Dubbo, hasInstitution, Charles Sturt University study centre]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Charles Sturt University study centre Context triple: [Dubbo, hasInstitution, Charles Sturt University study centre]
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
Charles Sturt University Orange campus
Charles Sturt University Orange campus is a regional Australian university campus in Orange, New South Wales, known for programs in health, science, and agriculture.
-
E.
Deakin University
Deakin University is a public Australian university known for its innovative online and on-campus programs, strong industry partnerships, and research across fields such as health, education, business, and technology.
- 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 study centre Triple: [Dubbo, hasInstitution, Charles Sturt University study centre]
Generated description
Charles Sturt University Study Centre in Dubbo is a regional higher education campus offering a range of university courses and support services to students in western New South Wales, Australia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Charles Sturt University study centre Target entity description: Charles Sturt University Study Centre in Dubbo is a regional higher education campus offering a range of university courses and support services to students in western New South Wales, Australia.
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
Charles Sturt University Orange campus
Charles Sturt University Orange campus is a regional Australian university campus in Orange, New South Wales, known for programs in health, science, and agriculture.
-
E.
Deakin University
Deakin University is a public Australian university known for its innovative online and on-campus programs, strong industry partnerships, and research across fields such as health, education, business, and technology.
- 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_69b3454b4ae481908967426dd37284d6 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b356991a588190be2f95fd957d7f99 |
completed | March 13, 2026, 12:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b62860151c8190b43465537b154f00 |
completed | March 15, 2026, 3:32 a.m. |
| NEDg | Description generation | batch_69b62c3bf15c8190826f93c4c43733e6 |
completed | March 15, 2026, 3:49 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b62cbaef8c8190b5d89a607c76eaf7 |
completed | March 15, 2026, 3:51 a.m. |
Created at: March 12, 2026, 11:34 p.m.