Triple
T4215101
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Murdoch University |
E94195
|
entity |
| Predicate | campus |
P269
|
FINISHED |
| Object |
Mandurah campus
Mandurah campus is a regional Murdoch University campus in Western Australia that focuses on health and education programs serving the Peel region.
|
E422041
|
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: Mandurah campus | Statement: [Murdoch University, campus, Mandurah campus]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mandurah campus Context triple: [Murdoch University, campus, Mandurah campus]
-
A.
Caboolture campus
Caboolture campus is a regional Queensland University of Technology site that provides tertiary education and training to students in the Caboolture area.
-
B.
Caboolture campus
Caboolture campus is a regional campus of the University of the Sunshine Coast located in Caboolture, Queensland, offering a range of tertiary education programs to local and surrounding communities.
-
C.
Fraser Coast campus
Fraser Coast campus is a regional campus of the University of the Sunshine Coast located in Queensland, Australia, serving students in the Fraser Coast region.
-
D.
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.
-
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: Mandurah campus Triple: [Murdoch University, campus, Mandurah campus]
Generated description
Mandurah campus is a regional Murdoch University campus in Western Australia that focuses on health and education programs serving the Peel region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mandurah campus Target entity description: Mandurah campus is a regional Murdoch University campus in Western Australia that focuses on health and education programs serving the Peel region.
-
A.
Caboolture campus
Caboolture campus is a regional Queensland University of Technology site that provides tertiary education and training to students in the Caboolture area.
-
B.
Caboolture campus
Caboolture campus is a regional campus of the University of the Sunshine Coast located in Caboolture, Queensland, offering a range of tertiary education programs to local and surrounding communities.
-
C.
Fraser Coast campus
Fraser Coast campus is a regional campus of the University of the Sunshine Coast located in Queensland, Australia, serving students in the Fraser Coast region.
-
D.
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.
-
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_69b3451997e08190851db4a9a588837d |
completed | March 12, 2026, 10:58 p.m. |
| NER | Named-entity recognition | batch_69b34be8ba408190baee362e5abbe75b |
completed | March 12, 2026, 11:27 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5963779d08190a95eb110361bf1f1 |
completed | March 14, 2026, 5:09 p.m. |
| NEDg | Description generation | batch_69b597f5ec8481909408b6b49994bbe8 |
completed | March 14, 2026, 5:16 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5985c8f6081909c479e89bc1ca449 |
completed | March 14, 2026, 5:18 p.m. |
Created at: March 12, 2026, 11:04 p.m.