Triple
T4708810
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Auckland University of Technology |
E104457
|
entity |
| Predicate | hasSchool |
P113
|
FINISHED |
| Object |
School of Engineering, Computer and Mathematical Sciences
The School of Engineering, Computer and Mathematical Sciences is a faculty of Auckland University of Technology that offers education and research programs in engineering, computing, and mathematical disciplines.
|
E464212
|
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 Engineering, Computer and Mathematical Sciences | Statement: [Auckland University of Technology, hasSchool, School of Engineering, Computer and Mathematical Sciences]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: School of Engineering, Computer and Mathematical Sciences Context triple: [Auckland University of Technology, hasSchool, School of Engineering, Computer and Mathematical Sciences]
-
A.
School of Engineering and Computer Science
The School of Engineering and Computer Science is an academic division of Baylor University that offers undergraduate and graduate programs in engineering, computer science, and related technological fields.
-
B.
School of Computer Science and Engineering
The School of Computer Science and Engineering is a major academic unit of South China University of Technology specializing in education and research in computer science, software, and related engineering fields.
-
C.
School of Computing and Engineering Sciences
The School of Computing and Engineering Sciences is a faculty of Strathmore University in Kenya that offers programs and research in computer science, information technology, and engineering disciplines.
-
D.
School of Computing, Engineering and Physical Sciences
The School of Computing, Engineering and Physical Sciences is an academic faculty of the University of the West of Scotland that delivers teaching and research across technology, engineering disciplines, and the physical sciences.
-
E.
College of Engineering, Computer Science, and Technology
The College of Engineering, Computer Science, and Technology is an academic division of California State University, Los Angeles that offers undergraduate and graduate programs in engineering, computing, and related technological fields.
- 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 Engineering, Computer and Mathematical Sciences Triple: [Auckland University of Technology, hasSchool, School of Engineering, Computer and Mathematical Sciences]
Generated description
The School of Engineering, Computer and Mathematical Sciences is a faculty of Auckland University of Technology that offers education and research programs in engineering, computing, and mathematical disciplines.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: School of Engineering, Computer and Mathematical Sciences Target entity description: The School of Engineering, Computer and Mathematical Sciences is a faculty of Auckland University of Technology that offers education and research programs in engineering, computing, and mathematical disciplines.
-
A.
School of Engineering and Computer Science
The School of Engineering and Computer Science is an academic division of Baylor University that offers undergraduate and graduate programs in engineering, computer science, and related technological fields.
-
B.
School of Computer Science and Engineering
The School of Computer Science and Engineering is a major academic unit of South China University of Technology specializing in education and research in computer science, software, and related engineering fields.
-
C.
School of Computing and Engineering Sciences
The School of Computing and Engineering Sciences is a faculty of Strathmore University in Kenya that offers programs and research in computer science, information technology, and engineering disciplines.
-
D.
School of Computing, Engineering and Physical Sciences
The School of Computing, Engineering and Physical Sciences is an academic faculty of the University of the West of Scotland that delivers teaching and research across technology, engineering disciplines, and the physical sciences.
-
E.
College of Engineering, Computer Science, and Technology
The College of Engineering, Computer Science, and Technology is an academic division of California State University, Los Angeles that offers undergraduate and graduate programs in engineering, computing, and related technological fields.
- 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_69bd43eac3c08190af7e4020c6c3704c |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd63ed2ed081908cd52570ba085806 |
completed | March 20, 2026, 3:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be10721b88819093be46bc5cae17c0 |
completed | March 21, 2026, 3:28 a.m. |
| NEDg | Description generation | batch_69be1452eba88190bf982ab0f464e96f |
completed | March 21, 2026, 3:45 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be14ca370481909c5e144e63ceb495 |
completed | March 21, 2026, 3:47 a.m. |
Created at: March 20, 2026, 1:17 p.m.