Triple
T5353114
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chalmers University of Technology |
E102623
|
entity |
| Predicate | hasResearchCenter |
P40
|
FINISHED |
| Object |
Chalmers Area of Advance in Transport
Chalmers Area of Advance in Transport is a strategic research initiative at Chalmers University of Technology focused on sustainable, efficient, and innovative transport systems and mobility solutions.
|
E513324
|
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 Transport | Statement: [Chalmers University of Technology, hasResearchCenter, Chalmers Area of Advance in Transport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chalmers Area of Advance in Transport Context triple: [Chalmers University of Technology, hasResearchCenter, Chalmers Area of Advance in Transport]
-
A.
Transport Research Laboratory
Transport Research Laboratory is a leading UK-based center for transport and mobility research, providing evidence-based analysis and consultancy to improve road safety, infrastructure, and transportation policy worldwide.
-
B.
EIT Urban Mobility
EIT Urban Mobility is a European innovation initiative that brings together cities, industry, academia, and citizens to develop and scale solutions for more sustainable and efficient urban transport and mobility systems.
-
C.
Faculty of Transport
The Faculty of Transport is an academic division of the Warsaw University of Technology specializing in education and research in transportation systems, logistics, and related engineering fields.
-
D.
Faculty of Transport
The Faculty of Transport is an academic division of Volgograd State Technical University specializing in education and research related to transportation engineering and technologies.
-
E.
Transport Area
The Transport Area is the part of the Internet Engineering Task Force (IETF) responsible for developing and maintaining transport-layer protocols and related technologies that govern end-to-end data delivery on the Internet.
- 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 Transport Triple: [Chalmers University of Technology, hasResearchCenter, Chalmers Area of Advance in Transport]
Generated description
Chalmers Area of Advance in Transport is a strategic research initiative at Chalmers University of Technology focused on sustainable, efficient, and innovative transport systems and mobility solutions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Chalmers Area of Advance in Transport Target entity description: Chalmers Area of Advance in Transport is a strategic research initiative at Chalmers University of Technology focused on sustainable, efficient, and innovative transport systems and mobility solutions.
-
A.
Transport Research Laboratory
Transport Research Laboratory is a leading UK-based center for transport and mobility research, providing evidence-based analysis and consultancy to improve road safety, infrastructure, and transportation policy worldwide.
-
B.
EIT Urban Mobility
EIT Urban Mobility is a European innovation initiative that brings together cities, industry, academia, and citizens to develop and scale solutions for more sustainable and efficient urban transport and mobility systems.
-
C.
Faculty of Transport
The Faculty of Transport is an academic division of the Warsaw University of Technology specializing in education and research in transportation systems, logistics, and related engineering fields.
-
D.
Faculty of Transport
The Faculty of Transport is an academic division of Volgograd State Technical University specializing in education and research related to transportation engineering and technologies.
-
E.
Transport Area
The Transport Area is the part of the Internet Engineering Task Force (IETF) responsible for developing and maintaining transport-layer protocols and related technologies that govern end-to-end data delivery on the Internet.
- 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.