Triple
T15782025
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | National Taiwan Normal University |
E382640
|
entity |
| Predicate | hasInstitute |
P186
|
FINISHED |
| Object |
Graduate Institute of Environmental Education
The Graduate Institute of Environmental Education is a specialized graduate-level program at National Taiwan Normal University focused on research and training in environmental education and sustainability.
|
E1176856
|
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: Graduate Institute of Environmental Education | Statement: [National Taiwan Normal University, hasInstitute, Graduate Institute of Environmental Education]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Graduate Institute of Environmental Education Context triple: [National Taiwan Normal University, hasInstitute, Graduate Institute of Environmental Education]
-
A.
Graduate School of Environmental Studies
The Graduate School of Environmental Studies is a Tohoku University graduate institution focused on advanced research and education in environmental science, sustainability, and related interdisciplinary fields.
-
B.
Graduate School of Environmental Studies
The Graduate School of Environmental Studies is a specialized graduate institution at Seoul National University focused on advanced research and education in environmental science, policy, and management.
-
C.
School for the Environment
The School for the Environment is an academic unit at the University of Massachusetts Boston focused on environmental science, policy, and sustainability education and research.
-
D.
Graduate School of Environmental Science
The Graduate School of Environmental Science is a specialized graduate division of Hokkaido University focused on advanced research and education in environmental science and related interdisciplinary fields.
-
E.
Institute of Environment
The Institute of Environment is an academic and research unit of the Royal University of Phnom Penh focused on environmental studies, sustainability, and related scientific research in Cambodia.
- 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: Graduate Institute of Environmental Education Triple: [National Taiwan Normal University, hasInstitute, Graduate Institute of Environmental Education]
Generated description
The Graduate Institute of Environmental Education is a specialized graduate-level program at National Taiwan Normal University focused on research and training in environmental education and sustainability.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Graduate Institute of Environmental Education Target entity description: The Graduate Institute of Environmental Education is a specialized graduate-level program at National Taiwan Normal University focused on research and training in environmental education and sustainability.
-
A.
Graduate School of Environmental Studies
The Graduate School of Environmental Studies is a Tohoku University graduate institution focused on advanced research and education in environmental science, sustainability, and related interdisciplinary fields.
-
B.
Graduate School of Environmental Studies
The Graduate School of Environmental Studies is a specialized graduate institution at Seoul National University focused on advanced research and education in environmental science, policy, and management.
-
C.
School for the Environment
The School for the Environment is an academic unit at the University of Massachusetts Boston focused on environmental science, policy, and sustainability education and research.
-
D.
Graduate School of Environmental Science
The Graduate School of Environmental Science is a specialized graduate division of Hokkaido University focused on advanced research and education in environmental science and related interdisciplinary fields.
-
E.
Institute of Environment
The Institute of Environment is an academic and research unit of the Royal University of Phnom Penh focused on environmental studies, sustainability, and related scientific research in Cambodia.
- 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_69d86da09a10819082fe9797b23e4664 |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e05400716881909bc43212c8ea54d5 |
completed | April 16, 2026, 3:14 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff90a2476c8190a153fb47cb4e7708 |
completed | May 9, 2026, 7:53 p.m. |
| NEDg | Description generation | batch_69ff9407644081908d7dbba5245931d4 |
completed | May 9, 2026, 8:07 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff946722f48190a99bbcca681db528 |
completed | May 9, 2026, 8:09 p.m. |
Created at: April 10, 2026, 4:48 a.m.