Triple
T4174087
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bathurst |
E86433
|
entity |
| Predicate | hasUniversityCampus |
P4623
|
FINISHED |
| Object |
Charles Sturt University
Charles Sturt University is an Australian multi-campus public university known for its regional focus and professional degree programs in fields such as education, health, and policing.
|
E113082
|
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 | Statement: [Bathurst, hasUniversityCampus, Charles Sturt University]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Charles Sturt University Context triple: [Bathurst, hasUniversityCampus, Charles Sturt University]
-
A.
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.
-
B.
Flinders University
Flinders University is a public research university in South Australia known for its strong programs in medicine, humanities, and social sciences.
-
C.
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.
-
D.
University of Canberra
The University of Canberra is a public Australian university located in the nation’s capital, known for its focus on professional education, research, and strong industry connections.
-
E.
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.
- 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 Triple: [Bathurst, hasUniversityCampus, Charles Sturt University]
Generated description
Charles Sturt University is an Australian multi-campus public university known for its regional focus and professional degree programs in fields such as education, health, and policing.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Charles Sturt University Target entity description: Charles Sturt University is an Australian multi-campus public university known for its regional focus and professional degree programs in fields such as education, health, and policing.
-
A.
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.
-
B.
Flinders University
Flinders University is a public research university in South Australia known for its strong programs in medicine, humanities, and social sciences.
-
C.
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.
-
D.
University of Canberra
The University of Canberra is a public Australian university located in the nation’s capital, known for its focus on professional education, research, and strong industry connections.
-
E.
Charles Sturt University Wagga Wagga Campus
chosen
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.
- F. None of above.
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_69aed93de98c8190ad838ce507b77c8a |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69af02e7d30081909774a3e2a2132d6a |
completed | March 9, 2026, 5:27 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5f5ad18e881909950d8f45912fad5 |
completed | March 14, 2026, 11:56 p.m. |
| NEDg | Description generation | batch_69b5f65e9bec819082c33b0c066cd42b |
completed | March 14, 2026, 11:59 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5fa90f6a48190a27dfeb65f705225 |
completed | March 15, 2026, 12:17 a.m. |
Created at: March 9, 2026, 3:45 p.m.