Triple
T7073708
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Faculty of Social Science, University of Swaziland |
E164761
|
entity |
| Predicate | hasDepartment |
P35
|
FINISHED |
| Object |
Department of Geography, Environmental Science and Planning
The Department of Geography, Environmental Science and Planning is an academic unit that focuses on the study of physical and human geography, environmental systems and management, and land-use and spatial planning.
|
E639770
|
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: Department of Geography, Environmental Science and Planning | Statement: [Faculty of Social Science, University of Swaziland, hasDepartment, Department of Geography, Environmental Science and Planning]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Department of Geography, Environmental Science and Planning Context triple: [Faculty of Social Science, University of Swaziland, hasDepartment, Department of Geography, Environmental Science and Planning]
-
A.
Department of Geography & Environmental Studies
The Department of Geography & Environmental Studies is an academic unit that focuses on the study of spatial relationships, human–environment interactions, and environmental issues within the broader context of the liberal arts and professional studies.
-
B.
Department of Geography
The Department of Geography is an academic unit at Charles University’s Faculty of Science that focuses on research and education in physical and human geography and related spatial sciences.
-
C.
Department of Geography
The Department of Geography at Royal Holloway, University of London is a leading academic unit known for its research and teaching in human and physical geography, environmental change, and related spatial sciences.
-
D.
Department of Geography
The Department of Geography at the University of Zadar is an academic unit dedicated to teaching and research in physical and human geography, spatial planning, and related environmental and regional studies.
-
E.
School of Geography and Environmental Science
The School of Geography and Environmental Science is an academic department at the University of Southampton focused on research and teaching in physical and human geography, environmental change, and sustainability.
- 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: Department of Geography, Environmental Science and Planning Triple: [Faculty of Social Science, University of Swaziland, hasDepartment, Department of Geography, Environmental Science and Planning]
Generated description
The Department of Geography, Environmental Science and Planning is an academic unit that focuses on the study of physical and human geography, environmental systems and management, and land-use and spatial planning.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Department of Geography, Environmental Science and Planning Target entity description: The Department of Geography, Environmental Science and Planning is an academic unit that focuses on the study of physical and human geography, environmental systems and management, and land-use and spatial planning.
-
A.
Department of Geography & Environmental Studies
The Department of Geography & Environmental Studies is an academic unit that focuses on the study of spatial relationships, human–environment interactions, and environmental issues within the broader context of the liberal arts and professional studies.
-
B.
Department of Geography
The Department of Geography at Royal Holloway, University of London is a leading academic unit known for its research and teaching in human and physical geography, environmental change, and related spatial sciences.
-
C.
Department of Geography
The Department of Geography at the University of Zadar is an academic unit dedicated to teaching and research in physical and human geography, spatial planning, and related environmental and regional studies.
-
D.
Department of Geography
The Department of Geography is an academic unit at Charles University’s Faculty of Science that focuses on research and education in physical and human geography and related spatial sciences.
-
E.
School of Geography and Environmental Science
The School of Geography and Environmental Science is an academic department at the University of Southampton focused on research and teaching in physical and human geography, environmental change, and sustainability.
- 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_69c6887b96548190a8a9b3ac8adf4119 |
completed | March 27, 2026, 1:39 p.m. |
| NER | Named-entity recognition | batch_69c6e4ccb42c81909f5627aa97db7a84 |
completed | March 27, 2026, 8:13 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c794641dd481908df979600b7a8e92 |
completed | March 28, 2026, 8:42 a.m. |
| NEDg | Description generation | batch_69c7950271a48190b6e0c3f307ebdc5a |
completed | March 28, 2026, 8:44 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7957439b8819081fb2721bbd8b65c |
completed | March 28, 2026, 8:46 a.m. |
Created at: March 27, 2026, 2:39 p.m.