Triple
T987267
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Heriot-Watt University |
E21306
|
entity |
| Predicate | hasFaculty |
P141
|
FINISHED |
| Object |
School of Engineering and Physical Sciences
The School of Engineering and Physical Sciences is a major academic unit of Heriot-Watt University specializing in engineering disciplines and the physical sciences, with a strong focus on research and industry collaboration.
|
E116640
|
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 and Physical Sciences | Statement: [Heriot-Watt University, hasFaculty, School of Engineering and Physical Sciences]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: School of Engineering and Physical Sciences Context triple: [Heriot-Watt University, hasFaculty, School of Engineering and Physical Sciences]
-
A.
Faculty of Engineering and Physical Sciences
The Faculty of Engineering and Physical Sciences is a major academic division of the University of Leeds that focuses on engineering disciplines, physical sciences, and related research and education.
-
B.
School of Engineering and Applied Science
The School of Engineering and Applied Science at the University of Pennsylvania is the university’s engineering school, offering undergraduate and graduate programs in fields such as computer science, bioengineering, electrical engineering, and mechanical engineering.
-
C.
School of Engineering and Applied Science
The School of Engineering and Applied Science is George Washington University's engineering college, offering undergraduate and graduate programs in fields such as engineering, computer science, and applied sciences.
-
D.
School of Engineering Science
The School of Engineering Science at Osaka University is a faculty that integrates advanced engineering, science, and technology education and research, emphasizing interdisciplinary approaches to complex scientific and industrial challenges.
-
E.
School of Science and Engineering
The School of Science and Engineering is an academic faculty of the University of Dundee that provides education and conducts research across various scientific and 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: School of Engineering and Physical Sciences Triple: [Heriot-Watt University, hasFaculty, School of Engineering and Physical Sciences]
Generated description
The School of Engineering and Physical Sciences is a major academic unit of Heriot-Watt University specializing in engineering disciplines and the physical sciences, with a strong focus on research and industry collaboration.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: School of Engineering and Physical Sciences Target entity description: The School of Engineering and Physical Sciences is a major academic unit of Heriot-Watt University specializing in engineering disciplines and the physical sciences, with a strong focus on research and industry collaboration.
-
A.
Faculty of Engineering and Physical Sciences
The Faculty of Engineering and Physical Sciences is a major academic division of the University of Leeds that focuses on engineering disciplines, physical sciences, and related research and education.
-
B.
School of Engineering and Applied Science
The School of Engineering and Applied Science at the University of Pennsylvania is the university’s engineering school, offering undergraduate and graduate programs in fields such as computer science, bioengineering, electrical engineering, and mechanical engineering.
-
C.
School of Engineering and Applied Science
The School of Engineering and Applied Science is George Washington University's engineering college, offering undergraduate and graduate programs in fields such as engineering, computer science, and applied sciences.
-
D.
School of Engineering Science
The School of Engineering Science at Osaka University is a faculty that integrates advanced engineering, science, and technology education and research, emphasizing interdisciplinary approaches to complex scientific and industrial challenges.
-
E.
School of Science and Engineering
The School of Science and Engineering is an academic faculty of the University of Dundee that provides education and conducts research across various scientific and engineering disciplines.
- 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_69a493c383dc8190a03257f22d4b4183 |
completed | March 1, 2026, 7:30 p.m. |
| NER | Named-entity recognition | batch_69a4b4a7754c8190a10ba0587bd8323d |
completed | March 1, 2026, 9:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac1ce5c0d48190ab023cec30b2c25a |
completed | March 7, 2026, 12:41 p.m. |
| NEDg | Description generation | batch_69ac20a7f47c8190b765cde3c6fbe1f8 |
completed | March 7, 2026, 12:57 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac21640a8c8190820a1b34a7d5c895 |
completed | March 7, 2026, 1 p.m. |
Created at: March 1, 2026, 7:41 p.m.