Triple
T5353116
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chalmers University of Technology |
E102623
|
entity |
| Predicate | hasResearchCenter |
P40
|
FINISHED |
| Object |
Chalmers Area of Advance in Materials Science
Chalmers Area of Advance in Materials Science is a strategic research initiative at Chalmers University of Technology that coordinates interdisciplinary materials science research and innovation across the university and its partners.
|
E513326
|
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: Chalmers Area of Advance in Materials Science | Statement: [Chalmers University of Technology, hasResearchCenter, Chalmers Area of Advance in Materials Science]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chalmers Area of Advance in Materials Science Context triple: [Chalmers University of Technology, hasResearchCenter, Chalmers Area of Advance in Materials Science]
-
A.
Centre for Materials Science and Nanotechnology
The Centre for Materials Science and Nanotechnology is a research and education institute focused on advanced materials, nanoscience, and nanotechnology.
-
B.
Institute of Materials Science and Engineering
The Institute of Materials Science and Engineering is a specialized research and academic unit at Hanoi University of Science and Technology focused on advanced materials, their properties, and engineering applications.
-
C.
Center for Materials Research
The Center for Materials Research is a research institute at the Naval Postgraduate School focused on advancing the science and engineering of materials for defense and related applications.
-
D.
Department of Advanced Materials Science
The Department of Advanced Materials Science is an academic unit specializing in cutting-edge research and education on the properties, design, and applications of novel materials.
-
E.
School of Materials Science and Engineering
The School of Materials Science and Engineering is an academic unit of Shanghai Jiao Tong University specializing in education and research on the properties, design, and applications of advanced materials.
- 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: Chalmers Area of Advance in Materials Science Triple: [Chalmers University of Technology, hasResearchCenter, Chalmers Area of Advance in Materials Science]
Generated description
Chalmers Area of Advance in Materials Science is a strategic research initiative at Chalmers University of Technology that coordinates interdisciplinary materials science research and innovation across the university and its partners.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Chalmers Area of Advance in Materials Science Target entity description: Chalmers Area of Advance in Materials Science is a strategic research initiative at Chalmers University of Technology that coordinates interdisciplinary materials science research and innovation across the university and its partners.
-
A.
Centre for Materials Science and Nanotechnology
The Centre for Materials Science and Nanotechnology is a research and education institute focused on advanced materials, nanoscience, and nanotechnology.
-
B.
Institute of Materials Science and Engineering
The Institute of Materials Science and Engineering is a specialized research and academic unit at Hanoi University of Science and Technology focused on advanced materials, their properties, and engineering applications.
-
C.
Center for Materials Research
The Center for Materials Research is a research institute at the Naval Postgraduate School focused on advancing the science and engineering of materials for defense and related applications.
-
D.
Department of Advanced Materials Science
The Department of Advanced Materials Science is an academic unit specializing in cutting-edge research and education on the properties, design, and applications of novel materials.
-
E.
School of Materials Science and Engineering
The School of Materials Science and Engineering is an academic unit of Shanghai Jiao Tong University specializing in education and research on the properties, design, and applications of advanced materials.
- 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_69bd43d8f7248190b64c140734b5c9a8 |
completed | March 20, 2026, 12:55 p.m. |
| NER | Named-entity recognition | batch_69bd861327288190b3f2720ce81e0de6 |
completed | March 20, 2026, 5:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf21dbc540819086aca16af1aa6213 |
completed | March 21, 2026, 10:55 p.m. |
| NEDg | Description generation | batch_69bf227781bc819083b8aba59618cc46 |
completed | March 21, 2026, 10:57 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf231d41848190b67de46bdbb38ab3 |
completed | March 21, 2026, 11 p.m. |
Created at: March 20, 2026, 2:01 p.m.