Triple
T697599
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cairns |
E13925
|
entity |
| Predicate | hasUniversityCampus |
P4623
|
FINISHED |
| Object |
James Cook University Cairns campus
James Cook University Cairns campus is a regional Australian university campus in Far North Queensland known for its focus on tropical environments, marine science, and Indigenous studies.
|
E86019
|
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: James Cook University Cairns campus | Statement: [Cairns, hasUniversityCampus, James Cook University Cairns campus]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: James Cook University Cairns campus Context triple: [Cairns, hasUniversityCampus, James Cook University Cairns campus]
-
A.
Griffith University Gold Coast campus
Griffith University Gold Coast campus is a major Australian university campus located in the coastal city of Gold Coast, Queensland, offering a wide range of academic programs and research facilities.
-
B.
The University of Queensland
The University of Queensland is a leading Australian public research university based in Brisbane, renowned for its strong global rankings and comprehensive range of academic and professional programs.
-
C.
Central Queensland University
Central Queensland University is a major Australian public university known for its multi-campus presence and strong focus on regional education and research.
-
D.
Charles Darwin University (main campus region)
Charles Darwin University (main campus region) is the principal campus area of Charles Darwin University, a major public university in Australia’s Northern Territory centered in the city of Darwin.
-
E.
University of the Sunshine Coast
The University of the Sunshine Coast is a public Australian university based in Queensland, known for its modern campuses, focus on sustainability, and strong regional engagement.
- 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: James Cook University Cairns campus Triple: [Cairns, hasUniversityCampus, James Cook University Cairns campus]
Generated description
James Cook University Cairns campus is a regional Australian university campus in Far North Queensland known for its focus on tropical environments, marine science, and Indigenous studies.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: James Cook University Cairns campus Target entity description: James Cook University Cairns campus is a regional Australian university campus in Far North Queensland known for its focus on tropical environments, marine science, and Indigenous studies.
-
A.
Griffith University Gold Coast campus
Griffith University Gold Coast campus is a major Australian university campus located in the coastal city of Gold Coast, Queensland, offering a wide range of academic programs and research facilities.
-
B.
The University of Queensland
The University of Queensland is a leading Australian public research university based in Brisbane, renowned for its strong global rankings and comprehensive range of academic and professional programs.
-
C.
Central Queensland University
Central Queensland University is a major Australian public university known for its multi-campus presence and strong focus on regional education and research.
-
D.
Charles Darwin University (main campus region)
Charles Darwin University (main campus region) is the principal campus area of Charles Darwin University, a major public university in Australia’s Northern Territory centered in the city of Darwin.
-
E.
University of the Sunshine Coast
The University of the Sunshine Coast is a public Australian university based in Queensland, known for its modern campuses, focus on sustainability, and strong regional engagement.
- 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_69a493406c408190957eeec9048a8fb6 |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a4a0c99be48190babc37c397b6a186 |
completed | March 1, 2026, 8:25 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a63753a1288190babecc0c0b289e85 |
completed | March 3, 2026, 1:20 a.m. |
| NEDg | Description generation | batch_69a6380123288190b5b5f6453702af5e |
completed | March 3, 2026, 1:23 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a638bdb82c819087ff374e07bf519e |
completed | March 3, 2026, 1:26 a.m. |
Created at: March 1, 2026, 7:36 p.m.