Triple
T7489432
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mahidol University |
E176964
|
entity |
| Predicate | hasFaculty |
P141
|
FINISHED |
| Object |
Faculty of Environment and Resource Studies
The Faculty of Environment and Resource Studies is an academic unit of Mahidol University in Thailand specializing in education and research on environmental science, natural resource management, and sustainable development.
|
E669173
|
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 Environment and Resource Studies | Statement: [Mahidol University, hasFaculty, Faculty of Environment and Resource Studies]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Faculty of Environment and Resource Studies Context triple: [Mahidol University, hasFaculty, Faculty of Environment and Resource Studies]
-
A.
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.
-
B.
Faculty of Environmental Studies
The Faculty of Environmental Studies is an academic division of the University of Nigeria, Nsukka that focuses on education and research related to the built and natural environment, including fields such as architecture, urban and regional planning, and environmental management.
-
C.
Faculty of Environmental and Rural Studies
The Faculty of Environmental and Rural Studies is an academic division of Pontifical Xavierian University dedicated to education and research on environmental management, sustainability, and rural development.
-
D.
Faculty of Environment
The Faculty of Environment is an academic division of Simon Fraser University focused on interdisciplinary studies of environmental issues, sustainability, and human–environment interactions.
-
E.
Faculty of Environment
The Faculty of Environment at the University of Leeds is an academic division specializing in environmental sciences, geography, earth and atmospheric sciences, and related interdisciplinary research on 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: Faculty of Environment and Resource Studies Triple: [Mahidol University, hasFaculty, Faculty of Environment and Resource Studies]
Generated description
The Faculty of Environment and Resource Studies is an academic unit of Mahidol University in Thailand specializing in education and research on environmental science, natural resource management, and sustainable development.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Faculty of Environment and Resource Studies Target entity description: The Faculty of Environment and Resource Studies is an academic unit of Mahidol University in Thailand specializing in education and research on environmental science, natural resource management, and sustainable development.
-
A.
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.
-
B.
Faculty of Environmental Studies
The Faculty of Environmental Studies is an academic division of the University of Nigeria, Nsukka that focuses on education and research related to the built and natural environment, including fields such as architecture, urban and regional planning, and environmental management.
-
C.
Faculty of Environmental and Rural Studies
The Faculty of Environmental and Rural Studies is an academic division of Pontifical Xavierian University dedicated to education and research on environmental management, sustainability, and rural development.
-
D.
Faculty of Environment
The Faculty of Environment is an academic division of Simon Fraser University focused on interdisciplinary studies of environmental issues, sustainability, and human–environment interactions.
-
E.
Faculty of Environment
The Faculty of Environment at the University of Leeds is an academic division specializing in environmental sciences, geography, earth and atmospheric sciences, and related interdisciplinary research on 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_69c69f24ac508190bb98fe927c0bd065 |
completed | March 27, 2026, 3:15 p.m. |
| NER | Named-entity recognition | batch_69c6f55abcd481909e42ca857fe46cd1 |
completed | March 27, 2026, 9:23 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c83c71f5748190bdda4cf9b8dfc6ea |
completed | March 28, 2026, 8:39 p.m. |
| NEDg | Description generation | batch_69c83e7b2ab08190a5ecb9b87af067a5 |
completed | March 28, 2026, 8:47 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c842bad1e8819093bf61d9480dbd22 |
completed | March 28, 2026, 9:06 p.m. |
Created at: March 27, 2026, 3:43 p.m.