Triple
T4172839
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | University of Graz |
E86403
|
entity |
| Predicate | hasFaculty |
P141
|
FINISHED |
| Object |
Faculty of Environmental, Regional and Educational Sciences
The Faculty of Environmental, Regional and Educational Sciences is an academic division of the University of Graz specializing in environmental studies, regional development, and educational sciences.
|
E418347
|
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 Environmental, Regional and Educational Sciences | Statement: [University of Graz, hasFaculty, Faculty of Environmental, Regional and Educational Sciences]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Faculty of Environmental, Regional and Educational Sciences Context triple: [University of Graz, hasFaculty, Faculty of Environmental, Regional and Educational Sciences]
-
A.
Faculty of Environmental Sciences
The Faculty of Environmental Sciences is an academic division of Rivers State University focused on education and research related to the environment, planning, and sustainable development.
-
B.
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.
-
C.
Faculty of Environmental and Life Sciences
The Faculty of Environmental and Life Sciences is an academic division of the University of Southampton that focuses on research and education in environmental, biological, and life sciences disciplines.
-
D.
Faculty of Science and Environmental Studies
The Faculty of Science and Environmental Studies is an academic division of Lakehead University that offers programs and research opportunities in the natural sciences and environmental disciplines.
-
E.
Faculty of Agricultural and Environmental Sciences
The Faculty of Agricultural and Environmental Sciences is a McGill University faculty specializing in education and research on agriculture, food systems, and environmental 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: Faculty of Environmental, Regional and Educational Sciences Triple: [University of Graz, hasFaculty, Faculty of Environmental, Regional and Educational Sciences]
Generated description
The Faculty of Environmental, Regional and Educational Sciences is an academic division of the University of Graz specializing in environmental studies, regional development, and educational sciences.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Faculty of Environmental, Regional and Educational Sciences Target entity description: The Faculty of Environmental, Regional and Educational Sciences is an academic division of the University of Graz specializing in environmental studies, regional development, and educational sciences.
-
A.
Faculty of Environmental Sciences
The Faculty of Environmental Sciences is an academic division of Rivers State University focused on education and research related to the environment, planning, and sustainable development.
-
B.
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.
-
C.
Faculty of Environmental and Life Sciences
The Faculty of Environmental and Life Sciences is an academic division of the University of Southampton that focuses on research and education in environmental, biological, and life sciences disciplines.
-
D.
Faculty of Science and Environmental Studies
The Faculty of Science and Environmental Studies is an academic division of Lakehead University that offers programs and research opportunities in the natural sciences and environmental disciplines.
-
E.
Faculty of Agricultural and Environmental Sciences
The Faculty of Agricultural and Environmental Sciences is a McGill University faculty specializing in education and research on agriculture, food systems, and environmental 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_69aed93de98c8190ad838ce507b77c8a |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69af02e65b548190be095df62091b960 |
completed | March 9, 2026, 5:27 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b57f51cac88190b6e849181fb78938 |
completed | March 14, 2026, 3:31 p.m. |
| NEDg | Description generation | batch_69b5800ab42c8190a1bc6f84db38f170 |
completed | March 14, 2026, 3:34 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5843d6ac88190804242661d077546 |
completed | March 14, 2026, 3:52 p.m. |
Created at: March 9, 2026, 3:45 p.m.