Triple
T987270
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Heriot-Watt University |
E21306
|
entity |
| Predicate | hasFaculty |
P141
|
FINISHED |
| Object |
School of Energy, Geoscience, Infrastructure and Society
The School of Energy, Geoscience, Infrastructure and Society is an academic faculty at Heriot-Watt University specializing in energy systems, earth sciences, the built environment, and related societal challenges.
|
E116642
|
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 Energy, Geoscience, Infrastructure and Society | Statement: [Heriot-Watt University, hasFaculty, School of Energy, Geoscience, Infrastructure and Society]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: School of Energy, Geoscience, Infrastructure and Society Context triple: [Heriot-Watt University, hasFaculty, School of Energy, Geoscience, Infrastructure and Society]
-
A.
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.
-
B.
School of Earth Sciences
The School of Earth Sciences at Wuhan University is an academic faculty specializing in the study and research of geology, geophysics, and related Earth and environmental sciences.
-
C.
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.
-
D.
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.
-
E.
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.
- 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 Energy, Geoscience, Infrastructure and Society Triple: [Heriot-Watt University, hasFaculty, School of Energy, Geoscience, Infrastructure and Society]
Generated description
The School of Energy, Geoscience, Infrastructure and Society is an academic faculty at Heriot-Watt University specializing in energy systems, earth sciences, the built environment, and related societal challenges.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: School of Energy, Geoscience, Infrastructure and Society Target entity description: The School of Energy, Geoscience, Infrastructure and Society is an academic faculty at Heriot-Watt University specializing in energy systems, earth sciences, the built environment, and related societal challenges.
-
A.
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.
-
B.
School of Earth Sciences
The School of Earth Sciences at Wuhan University is an academic faculty specializing in the study and research of geology, geophysics, and related Earth and environmental sciences.
-
C.
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.
-
D.
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.
-
E.
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.
- 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.