Triple
T10902301
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Namibia University of Science and Technology |
E257474
|
entity |
| Predicate | hasFaculty |
P141
|
FINISHED |
| Object |
Faculty of Natural Resources and Spatial Sciences
The Faculty of Natural Resources and Spatial Sciences is an academic division of the Namibia University of Science and Technology that focuses on education and research in environmental management, natural resource use, and geospatial sciences.
|
E891831
|
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: Faculty of Natural Resources and Spatial Sciences | Statement: [Namibia University of Science and Technology, hasFaculty, Faculty of Natural Resources and Spatial Sciences]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Faculty of Natural Resources and Spatial Sciences Context triple: [Namibia University of Science and Technology, hasFaculty, Faculty of Natural Resources and Spatial Sciences]
-
A.
Faculty of Earth Sciences and Spatial Management
The Faculty of Earth Sciences and Spatial Management is an academic unit specializing in geography, environmental studies, and spatial planning within Maria Curie-Skłodowska University in Poland.
-
B.
Faculty of Natural Resources and Agricultural Sciences
The Faculty of Natural Resources and Agricultural Sciences is a major division of the Swedish University of Agricultural Sciences that focuses on education and research in agriculture, forestry, environmental science, and sustainable management of natural resources.
-
C.
Faculty of Environment and Natural Resources
The Faculty of Environment and Natural Resources is an academic division of the University of Freiburg specializing in environmental sciences, natural resource management, and sustainability research and education.
-
D.
Faculty of Natural Resources Management
The Faculty of Natural Resources Management is an academic division of Lakehead University specializing in education and research on forestry, environmental management, and sustainable use of natural resources.
-
E.
Faculty of Spatial Sciences
The Faculty of Spatial Sciences is an academic division of the University of Groningen specializing in geography, spatial planning, and related spatial and environmental studies.
- 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: Faculty of Natural Resources and Spatial Sciences Triple: [Namibia University of Science and Technology, hasFaculty, Faculty of Natural Resources and Spatial Sciences]
Generated description
The Faculty of Natural Resources and Spatial Sciences is an academic division of the Namibia University of Science and Technology that focuses on education and research in environmental management, natural resource use, and geospatial sciences.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Faculty of Natural Resources and Spatial Sciences Target entity description: The Faculty of Natural Resources and Spatial Sciences is an academic division of the Namibia University of Science and Technology that focuses on education and research in environmental management, natural resource use, and geospatial sciences.
-
A.
Faculty of Earth Sciences and Spatial Management
The Faculty of Earth Sciences and Spatial Management is an academic unit specializing in geography, environmental studies, and spatial planning within Maria Curie-Skłodowska University in Poland.
-
B.
Faculty of Natural Resources and Agricultural Sciences
The Faculty of Natural Resources and Agricultural Sciences is a major division of the Swedish University of Agricultural Sciences that focuses on education and research in agriculture, forestry, environmental science, and sustainable management of natural resources.
-
C.
Faculty of Environment and Natural Resources
The Faculty of Environment and Natural Resources is an academic division of the University of Freiburg specializing in environmental sciences, natural resource management, and sustainability research and education.
-
D.
Faculty of Natural Resources Management
The Faculty of Natural Resources Management is an academic division of Lakehead University specializing in education and research on forestry, environmental management, and sustainable use of natural resources.
-
E.
Faculty of Spatial Sciences
The Faculty of Spatial Sciences is an academic division of the University of Groningen specializing in geography, spatial planning, and related spatial and environmental studies.
- 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_69d6aa8550c8819095508a2ed9acf3db |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d761a4e9d48190b107839761a2152b |
completed | April 9, 2026, 8:21 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e1553bb88c8190b9730a31977e1dd1 |
completed | April 16, 2026, 9:31 p.m. |
| NEDg | Description generation | batch_69e175e336848190b2c7226524266efa |
completed | April 16, 2026, 11:50 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e17d46b7b881908bc3246b462f4612 |
completed | April 17, 2026, 12:22 a.m. |
Created at: April 8, 2026, 9:22 p.m.