Triple
T4198948
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | James Cook University Cairns campus |
E86019
|
entity |
| Predicate | hasAffiliation |
P467
|
FINISHED |
| Object |
James Cook University Division of Tropical Environments and Societies
James Cook University Division of Tropical Environments and Societies is an academic division specializing in research and education on tropical environments, societies, and sustainability within James Cook University.
|
E420215
|
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 Division of Tropical Environments and Societies | Statement: [James Cook University Cairns campus, hasAffiliation, James Cook University Division of Tropical Environments and Societies]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: James Cook University Division of Tropical Environments and Societies Context triple: [James Cook University Cairns campus, hasAffiliation, James Cook University Division of Tropical Environments and Societies]
-
A.
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.
-
B.
Fenner School of Environment and Society
The Fenner School of Environment and Society is a leading interdisciplinary research and teaching institution at the Australian National University focused on environmental science, sustainability, and human–environment interactions.
-
C.
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.
-
D.
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.
-
E.
Queensland Department of Environment and Science
The Queensland Department of Environment and Science is a state government agency responsible for environmental protection, conservation, climate policy, and scientific research in Queensland, Australia.
- 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 Division of Tropical Environments and Societies Triple: [James Cook University Cairns campus, hasAffiliation, James Cook University Division of Tropical Environments and Societies]
Generated description
James Cook University Division of Tropical Environments and Societies is an academic division specializing in research and education on tropical environments, societies, and sustainability within James Cook University.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: James Cook University Division of Tropical Environments and Societies Target entity description: James Cook University Division of Tropical Environments and Societies is an academic division specializing in research and education on tropical environments, societies, and sustainability within James Cook University.
-
A.
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.
-
B.
Fenner School of Environment and Society
The Fenner School of Environment and Society is a leading interdisciplinary research and teaching institution at the Australian National University focused on environmental science, sustainability, and human–environment interactions.
-
C.
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.
-
D.
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.
-
E.
Queensland Department of Environment and Science
The Queensland Department of Environment and Science is a state government agency responsible for environmental protection, conservation, climate policy, and scientific research in Queensland, Australia.
- 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_69aed93b89f48190a31f6d57c760e42f |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69af036243b4819097efe6b796823cd9 |
completed | March 9, 2026, 5:29 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b58a12c11481908033229ecf90c9f9 |
completed | March 14, 2026, 4:17 p.m. |
| NEDg | Description generation | batch_69b58e0446d48190a1fd54bcc72af026 |
completed | March 14, 2026, 4:34 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b58e8d57cc8190a823a7cf3a3f0cdf |
completed | March 14, 2026, 4:36 p.m. |
Created at: March 9, 2026, 3:48 p.m.