Triple
T2663584
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nanyang Technological University |
E54779
|
entity |
| Predicate | hasResearchCentre |
P11730
|
FINISHED |
| Object |
Singapore Centre for Environmental Life Sciences Engineering
The Singapore Centre for Environmental Life Sciences Engineering is a research institute specializing in environmental microbiology and biofilm science, focusing on sustainable solutions for water, health, and urban ecosystems.
|
E286670
|
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: Singapore Centre for Environmental Life Sciences Engineering | Statement: [Nanyang Technological University, hasResearchCentre, Singapore Centre for Environmental Life Sciences Engineering]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Singapore Centre for Environmental Life Sciences Engineering Context triple: [Nanyang Technological University, hasResearchCentre, Singapore Centre for Environmental Life Sciences Engineering]
-
A.
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.
-
B.
Institute of Environmental Sciences
The Institute of Environmental Sciences is a graduate-level research and education center at Boğaziçi University focused on environmental science, technology, and policy.
-
C.
School of Environmental Science and Engineering
The School of Environmental Science and Engineering is an academic unit of Sun Yat-sen University dedicated to education and research on environmental protection, pollution control, and sustainable development.
-
D.
School of Environmental Science and Engineering
The School of Environmental Science and Engineering is an academic unit specializing in education and research on environmental protection, sustainable development, and related engineering solutions.
-
E.
School of Environmental Science and Engineering
The School of Environmental Science and Engineering is an academic unit of Tongji University specializing in education and research on environmental protection, sustainability, and related engineering disciplines.
- 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: Singapore Centre for Environmental Life Sciences Engineering Triple: [Nanyang Technological University, hasResearchCentre, Singapore Centre for Environmental Life Sciences Engineering]
Generated description
The Singapore Centre for Environmental Life Sciences Engineering is a research institute specializing in environmental microbiology and biofilm science, focusing on sustainable solutions for water, health, and urban ecosystems.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Singapore Centre for Environmental Life Sciences Engineering Target entity description: The Singapore Centre for Environmental Life Sciences Engineering is a research institute specializing in environmental microbiology and biofilm science, focusing on sustainable solutions for water, health, and urban ecosystems.
-
A.
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.
-
B.
Institute of Environmental Sciences
The Institute of Environmental Sciences is a graduate-level research and education center at Boğaziçi University focused on environmental science, technology, and policy.
-
C.
School of Environmental Science and Engineering
The School of Environmental Science and Engineering is an academic unit of Sun Yat-sen University dedicated to education and research on environmental protection, pollution control, and sustainable development.
-
D.
School of Environmental Science and Engineering
The School of Environmental Science and Engineering is an academic unit of Tongji University specializing in education and research on environmental protection, sustainability, and related engineering disciplines.
-
E.
School of Environmental Science and Engineering
The School of Environmental Science and Engineering is an academic unit specializing in education and research on environmental protection, sustainable development, and related engineering 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.