Triple
T3369856
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Orange, New South Wales |
E70926
|
entity |
| Predicate | hasInstitution |
P186
|
FINISHED |
| Object |
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.
|
E353822
|
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 Orange campus | Statement: [Orange, New South Wales, hasInstitution, Charles Sturt University Orange campus]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Charles Sturt University Orange campus Context triple: [Orange, New South Wales, hasInstitution, Charles Sturt University Orange campus]
-
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 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.
-
C.
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.
-
D.
Kikuyu Campus
Kikuyu Campus is one of the constituent campuses of the University of Nairobi, located in Kikuyu and known primarily for hosting education and related academic programs.
-
E.
Hawthorn campus
Hawthorn campus is the main campus of Swinburne University of Technology in Melbourne, known for its higher education, vocational training, and research facilities.
- 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 Orange campus Triple: [Orange, New South Wales, hasInstitution, Charles Sturt University Orange campus]
Generated description
Charles Sturt University Orange campus is a regional Australian university campus in Orange, New South Wales, known for programs in health, science, and agriculture.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Charles Sturt University Orange campus Target entity description: Charles Sturt University Orange campus is a regional Australian university campus in Orange, New South Wales, known for programs in health, science, and agriculture.
-
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 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.
-
C.
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.
-
D.
Kikuyu Campus
Kikuyu Campus is one of the constituent campuses of the University of Nairobi, located in Kikuyu and known primarily for hosting education and related academic programs.
-
E.
Hawthorn campus
Hawthorn campus is the main campus of Swinburne University of Technology in Melbourne, known for its higher education, vocational training, and research facilities.
- 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_69ad85a729d48190afd789cd8417f289 |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adb2b9b1fc8190a2cbf040ea808baf |
completed | March 8, 2026, 5:32 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b334396f588190add5c0c27949650c |
completed | March 12, 2026, 9:46 p.m. |
| NEDg | Description generation | batch_69b334d1e3348190b231a33058ee08a5 |
completed | March 12, 2026, 9:49 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b33901299481908615762989e45e7c |
completed | March 12, 2026, 10:06 p.m. |
Created at: March 8, 2026, 3:13 p.m.