Triple
T7368074
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shepparton |
E169920
|
entity |
| Predicate | hasFacility |
P105
|
FINISHED |
| Object |
La Trobe University Shepparton campus
La Trobe University Shepparton campus is a regional campus of La Trobe University in Shepparton, Victoria, offering tertiary education and research opportunities tailored to the needs of the local community.
|
E659746
|
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: La Trobe University Shepparton campus | Statement: [Shepparton, hasFacility, La Trobe University Shepparton campus]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: La Trobe University Shepparton campus Context triple: [Shepparton, hasFacility, La Trobe University Shepparton campus]
-
A.
La Trobe University Bendigo campus
La Trobe University Bendigo campus is a regional campus of La Trobe University in Victoria, Australia, offering a range of undergraduate and postgraduate programs and serving as a major higher education hub for the Bendigo area.
-
B.
La Trobe University Albury-Wodonga Campus
La Trobe University Albury-Wodonga Campus is a regional campus of La Trobe University serving students in the Albury-Wodonga cross-border area of New South Wales and Victoria, Australia.
-
C.
La Trobe University (city campus)
La Trobe University (city campus) is an urban satellite campus of La Trobe University located in central Melbourne, offering higher education programs with a focus on accessibility to the city's business and cultural hubs.
-
D.
Shepparton campus
Shepparton campus is a regional University of Melbourne site in Shepparton, Victoria, focused on delivering higher education and research tailored to the needs of rural and regional communities.
-
E.
Warrnambool Campus
Warrnambool Campus is Deakin University's regional coastal campus in south-west Victoria, Australia, offering a range of undergraduate and postgraduate programs in a smaller, community-focused setting.
- 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: La Trobe University Shepparton campus Triple: [Shepparton, hasFacility, La Trobe University Shepparton campus]
Generated description
La Trobe University Shepparton campus is a regional campus of La Trobe University in Shepparton, Victoria, offering tertiary education and research opportunities tailored to the needs of the local community.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: La Trobe University Shepparton campus Target entity description: La Trobe University Shepparton campus is a regional campus of La Trobe University in Shepparton, Victoria, offering tertiary education and research opportunities tailored to the needs of the local community.
-
A.
La Trobe University Bendigo campus
La Trobe University Bendigo campus is a regional campus of La Trobe University in Victoria, Australia, offering a range of undergraduate and postgraduate programs and serving as a major higher education hub for the Bendigo area.
-
B.
La Trobe University Albury-Wodonga Campus
La Trobe University Albury-Wodonga Campus is a regional campus of La Trobe University serving students in the Albury-Wodonga cross-border area of New South Wales and Victoria, Australia.
-
C.
La Trobe University (city campus)
La Trobe University (city campus) is an urban satellite campus of La Trobe University located in central Melbourne, offering higher education programs with a focus on accessibility to the city's business and cultural hubs.
-
D.
Shepparton campus
Shepparton campus is a regional University of Melbourne site in Shepparton, Victoria, focused on delivering higher education and research tailored to the needs of rural and regional communities.
-
E.
Warrnambool Campus
Warrnambool Campus is Deakin University's regional coastal campus in south-west Victoria, Australia, offering a range of undergraduate and postgraduate programs in a smaller, community-focused setting.
- 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_69c68a5ade988190885b7175f63b7534 |
completed | March 27, 2026, 1:47 p.m. |
| NER | Named-entity recognition | batch_69c6f17fe278819094eb1dd886583c6a |
completed | March 27, 2026, 9:07 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c802bfaa10819083ab3137dbdeefb6 |
completed | March 28, 2026, 4:33 p.m. |
| NEDg | Description generation | batch_69c80362bcb88190ad8c42f520d7dd56 |
completed | March 28, 2026, 4:35 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c803da5e2c819098814b16d14cf837 |
completed | March 28, 2026, 4:37 p.m. |
Created at: March 27, 2026, 3:07 p.m.