Triple
T961831
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Wagga Wagga |
E20750
|
entity |
| Predicate | universityCampus |
P269
|
FINISHED |
| Object |
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.
|
E113082
|
NE FINISHED |
How this triple was built (5 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 Wagga Wagga Campus | Statement: [Wagga Wagga, universityCampus, Charles Sturt University Wagga Wagga Campus]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Charles Sturt University Wagga Wagga Campus Context triple: [Wagga Wagga, universityCampus, Charles Sturt University Wagga Wagga Campus]
-
A.
University of Wollongong
The University of Wollongong is a leading Australian public research university known for its strong engineering, information sciences, and health programs, with a main campus located in the coastal city of Wollongong, New South Wales.
-
B.
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.
-
C.
Swinburne University of Technology (city campus)
Swinburne University of Technology (city campus) is an urban campus of Swinburne University located in central Melbourne, offering higher education and research programs in a city-based setting.
-
D.
University of South Australia
The University of South Australia is a public research university in South Australia known for its industry-focused programs and strong emphasis on practical, career-oriented education.
-
E.
Curtin University
Curtin University is a major Australian public research university known for its strong industry partnerships and career-focused programs, particularly in science, engineering, business, and health.
- 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 Wagga Wagga Campus Triple: [Wagga Wagga, universityCampus, Charles Sturt University Wagga Wagga Campus]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Charles Sturt University Wagga Wagga Campus Target entity description: 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.
-
A.
University of Wollongong
The University of Wollongong is a leading Australian public research university known for its strong engineering, information sciences, and health programs, with a main campus located in the coastal city of Wollongong, New South Wales.
-
B.
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.
-
C.
Swinburne University of Technology (city campus)
Swinburne University of Technology (city campus) is an urban campus of Swinburne University located in central Melbourne, offering higher education and research programs in a city-based setting.
-
D.
University of South Australia
The University of South Australia is a public research university in South Australia known for its industry-focused programs and strong emphasis on practical, career-oriented education.
-
E.
Curtin University
Curtin University is a major Australian public research university known for its strong industry partnerships and career-focused programs, particularly in science, engineering, business, and health.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: universityCampus Context triple: [Wagga Wagga, universityCampus, Charles Sturt University Wagga Wagga Campus]
-
A.
cityCampus
Indicates that a campus is located within or associated with a particular city.
-
B.
campus
chosen
Indicates that an entity is located on, associated with, or taking place within a particular campus.
-
C.
campusType
Indicates the classification or category of a campus based on its type (e.g., main, satellite, urban, rural).
-
D.
campusArea
Indicates that one entity is the physical area or spatial extent of a campus associated with another entity.
-
E.
university
Indicates that an educational institution of higher learning is associated with or attended by a given entity.
- F. None of above.
Provenance (6 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_69a493b21f2881908132dcf45dcd2f36 |
completed | March 1, 2026, 7:29 p.m. |
| NER | Named-entity recognition | batch_69a4b415ac688190bbcef455935a3116 |
completed | March 1, 2026, 9:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac11a6107481909b152291a73958d3 |
completed | March 7, 2026, 11:53 a.m. |
| NEDg | Description generation | batch_69ac12c5978481909be2d6e1ce85acd5 |
completed | March 7, 2026, 11:57 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac132f09448190b5f789f90328f81f |
completed | March 7, 2026, 11:59 a.m. |
| PD | Predicate disambiguation | batch_69a4b2a2e23c8190b932fe88b02f995d |
completed | March 1, 2026, 9:41 p.m. |
Created at: March 1, 2026, 7:40 p.m.