Triple
T2663585
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nanyang Technological University |
E54779
|
entity |
| Predicate | hasResearchCentre |
P11730
|
FINISHED |
| Object |
Nanyang Environment and Water Research Institute
Nanyang Environment and Water Research Institute is a leading research center in Singapore focused on developing advanced technologies and solutions for environmental sustainability and water management.
|
E286671
|
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: Nanyang Environment and Water Research Institute | Statement: [Nanyang Technological University, hasResearchCentre, Nanyang Environment and Water Research Institute]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nanyang Environment and Water Research Institute Context triple: [Nanyang Technological University, hasResearchCentre, Nanyang Environment and Water Research Institute]
-
A.
National Environmental Engineering Research Institute
The National Environmental Engineering Research Institute is a premier Indian research organization specializing in environmental science and engineering, focusing on pollution control, sustainable development, and environmental policy support.
-
B.
Nanyang Technological University
Nanyang Technological University is a leading research-intensive public university in Singapore known for its strengths in engineering, technology, and innovation.
-
C.
UM–SJTU Joint Institute
The UM–SJTU Joint Institute is a Sino-foreign engineering education and research institute collaboratively established by Shanghai Jiao Tong University and the University of Michigan, offering English-language, U.S.-style programs in China.
-
D.
Tsinghua National Laboratory for Information Science and Technology
Tsinghua National Laboratory for Information Science and Technology is a major Chinese research center focused on cutting-edge information science, engineering, and technology, affiliated with Tsinghua University in Beijing.
-
E.
Energy and Environment Institute
The Energy and Environment Institute is a research center at the University of Hull focused on addressing environmental challenges and advancing sustainable energy solutions.
- 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: Nanyang Environment and Water Research Institute Triple: [Nanyang Technological University, hasResearchCentre, Nanyang Environment and Water Research Institute]
Generated description
Nanyang Environment and Water Research Institute is a leading research center in Singapore focused on developing advanced technologies and solutions for environmental sustainability and water management.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Nanyang Environment and Water Research Institute Target entity description: Nanyang Environment and Water Research Institute is a leading research center in Singapore focused on developing advanced technologies and solutions for environmental sustainability and water management.
-
A.
National Environmental Engineering Research Institute
The National Environmental Engineering Research Institute is a premier Indian research organization specializing in environmental science and engineering, focusing on pollution control, sustainable development, and environmental policy support.
-
B.
Nanyang Technological University
Nanyang Technological University is a leading research-intensive public university in Singapore known for its strengths in engineering, technology, and innovation.
-
C.
UM–SJTU Joint Institute
The UM–SJTU Joint Institute is a Sino-foreign engineering education and research institute collaboratively established by Shanghai Jiao Tong University and the University of Michigan, offering English-language, U.S.-style programs in China.
-
D.
Tsinghua National Laboratory for Information Science and Technology
Tsinghua National Laboratory for Information Science and Technology is a major Chinese research center focused on cutting-edge information science, engineering, and technology, affiliated with Tsinghua University in Beijing.
-
E.
Energy and Environment Institute
The Energy and Environment Institute is a research center at the University of Hull focused on addressing environmental challenges and advancing sustainable energy solutions.
- 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_69ab49e028948190b97e01d73548b1d9 |
completed | March 6, 2026, 9:40 p.m. |
| NER | Named-entity recognition | batch_69abd96b9f1c8190a8a9460ca88a9aaf |
completed | March 7, 2026, 7:53 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af98dc36d8819086fc739c324f0761 |
completed | March 10, 2026, 4:06 a.m. |
| NEDg | Description generation | batch_69af9a14cda48190bd903495ce48a4f0 |
completed | March 10, 2026, 4:12 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69af9a7b27608190ba76048c4c8a4bae |
completed | March 10, 2026, 4:13 a.m. |
Created at: March 6, 2026, 9:54 p.m.