Triple
T3454328
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | University of Southern Queensland |
E72866
|
entity |
| Predicate | hasCampus |
P116
|
FINISHED |
| Object |
Ipswich campus
Ipswich campus is a regional campus of the University of Southern Queensland located in Ipswich, Queensland, offering a range of tertiary education programs and facilities.
|
E359395
|
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: Ipswich campus | Statement: [University of Southern Queensland, hasCampus, Ipswich campus]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ipswich campus Context triple: [University of Southern Queensland, hasCampus, Ipswich campus]
-
A.
Chelmsford campus
Chelmsford campus is a major site of Anglia Ruskin University in Essex, England, offering a range of academic facilities and student services.
-
B.
Outram Campus
Outram Campus is a National University of Singapore campus located in Singapore’s Outram district, primarily hosting medical and health-related education and research facilities.
-
C.
Studley Campus
Studley Campus is the main and largest campus of Dalhousie University in Halifax, Nova Scotia, housing many of its academic buildings and student facilities.
-
D.
Chesterfield campus
Chesterfield campus is a University of Derby site in Chesterfield that provides higher education facilities and courses serving students in the town and surrounding region.
-
E.
Worcester campus
Worcester campus is the Massachusetts College of Pharmacy and Health Sciences’ urban campus located in Worcester, Massachusetts, focused on health sciences and pharmacy education.
- 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: Ipswich campus Triple: [University of Southern Queensland, hasCampus, Ipswich campus]
Generated description
Ipswich campus is a regional campus of the University of Southern Queensland located in Ipswich, Queensland, offering a range of tertiary education programs and facilities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ipswich campus Target entity description: Ipswich campus is a regional campus of the University of Southern Queensland located in Ipswich, Queensland, offering a range of tertiary education programs and facilities.
-
A.
Chelmsford campus
Chelmsford campus is a major site of Anglia Ruskin University in Essex, England, offering a range of academic facilities and student services.
-
B.
Outram Campus
Outram Campus is a National University of Singapore campus located in Singapore’s Outram district, primarily hosting medical and health-related education and research facilities.
-
C.
Studley Campus
Studley Campus is the main and largest campus of Dalhousie University in Halifax, Nova Scotia, housing many of its academic buildings and student facilities.
-
D.
Chesterfield campus
Chesterfield campus is a University of Derby site in Chesterfield that provides higher education facilities and courses serving students in the town and surrounding region.
-
E.
Worcester campus
Worcester campus is the Massachusetts College of Pharmacy and Health Sciences’ urban campus located in Worcester, Massachusetts, focused on health sciences and pharmacy education.
- 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_69ad85b12a908190a1d10a6b03b4f8ae |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adbaa5e2188190a8157cb8dcca8d30 |
completed | March 8, 2026, 6:06 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b360fc823c8190a0f1807b39706b3f |
completed | March 13, 2026, 12:57 a.m. |
| NEDg | Description generation | batch_69b364be9d208190a13ed202ecd19262 |
completed | March 13, 2026, 1:13 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b3655514f48190a47b2591a1e46ca2 |
completed | March 13, 2026, 1:16 a.m. |
Created at: March 8, 2026, 3:16 p.m.