Triple
T2663574
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nanyang Technological University |
E54779
|
entity |
| Predicate | hasSchool |
P113
|
FINISHED |
| Object |
School of Biological Sciences
The School of Biological Sciences is a major academic unit of Nanyang Technological University in Singapore, focused on education and research in life sciences and related interdisciplinary fields.
|
E286663
|
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: School of Biological Sciences | Statement: [Nanyang Technological University, hasSchool, School of Biological Sciences]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: School of Biological Sciences Context triple: [Nanyang Technological University, hasSchool, School of Biological Sciences]
-
A.
School of Biological Sciences
The School of Biological Sciences at the University of California, Irvine is a major academic division dedicated to research and education in the life sciences, encompassing disciplines such as molecular biology, ecology, and neurobiology.
-
B.
School of Biological Sciences
The School of Biological Sciences is an academic department at the University of Southampton focused on research and teaching in the life sciences, including areas such as ecology, molecular biology, and biomedical science.
-
C.
School of Biological Sciences
The School of Biological Sciences at Queen’s University Belfast is a major academic and research unit focused on life sciences, including areas such as ecology, molecular biology, and biotechnology.
-
D.
School of Biological Sciences
The School of Biological Sciences at the University of California, San Diego is a major academic division dedicated to research and education in the life sciences, spanning areas such as molecular biology, ecology, evolution, and neuroscience.
-
E.
School of Biology
The School of Biology at the University of St Andrews is an academic department dedicated to research and teaching across the biological sciences, including areas such as ecology, evolution, marine biology, and molecular biology.
- 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: School of Biological Sciences Triple: [Nanyang Technological University, hasSchool, School of Biological Sciences]
Generated description
The School of Biological Sciences is a major academic unit of Nanyang Technological University in Singapore, focused on education and research in life sciences and related interdisciplinary fields.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: School of Biological Sciences Target entity description: The School of Biological Sciences is a major academic unit of Nanyang Technological University in Singapore, focused on education and research in life sciences and related interdisciplinary fields.
-
A.
School of Biological Sciences
The School of Biological Sciences at Queen’s University Belfast is a major academic and research unit focused on life sciences, including areas such as ecology, molecular biology, and biotechnology.
-
B.
School of Biological Sciences
The School of Biological Sciences at the University of California, San Diego is a major academic division dedicated to research and education in the life sciences, spanning areas such as molecular biology, ecology, evolution, and neuroscience.
-
C.
School of Biological Sciences
The School of Biological Sciences at the University of California, Irvine is a major academic division dedicated to research and education in the life sciences, encompassing disciplines such as molecular biology, ecology, and neurobiology.
-
D.
School of Biological Sciences
The School of Biological Sciences is an academic department at the University of Southampton focused on research and teaching in the life sciences, including areas such as ecology, molecular biology, and biomedical science.
-
E.
School of Biology
The School of Biology at the University of St Andrews is an academic department dedicated to research and teaching across the biological sciences, including areas such as ecology, evolution, marine biology, and molecular biology.
- 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.