Triple
T20849781
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chalmers Area of Advance in Transport |
E513324
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object | Areas of Advance at Chalmers University of Technology |
—
|
NE NERFINISHED |
How this triple was built (3 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: Areas of Advance at Chalmers University of Technology | Statement: [Chalmers Area of Advance in Transport, partOf, Areas of Advance at Chalmers University of Technology]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Areas of Advance at Chalmers University of Technology Context triple: [Chalmers Area of Advance in Transport, partOf, Areas of Advance at Chalmers University of Technology]
-
A.
Chalmers Area of Advance in ICT
Chalmers Area of Advance in ICT is a strategic research initiative at Chalmers University of Technology that coordinates interdisciplinary work in information and communication technologies.
-
B.
Chalmers Area of Advance in Nanoscience and Nanotechnology
Chalmers Area of Advance in Nanoscience and Nanotechnology is a strategic research initiative at Chalmers University of Technology that coordinates interdisciplinary work on nanoscale materials, devices, and technologies.
-
C.
Advances in Engineering Education
Advances in Engineering Education is a peer-reviewed journal focusing on innovative practices, research, and scholarship in engineering education.
-
D.
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.
-
E.
The Advancement of Learning
The Advancement of Learning is a 1605 philosophical treatise by Francis Bacon that argues for the systematic reform and expansion of human knowledge through empirical inquiry and the scientific method.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Areas of Advance at Chalmers University of Technology Target entity description: Areas of Advance at Chalmers University of Technology are strategic, interdisciplinary research and innovation initiatives that organize the university’s strengths around key societal and technological challenges.
-
A.
Chalmers Area of Advance in ICT
Chalmers Area of Advance in ICT is a strategic research initiative at Chalmers University of Technology that coordinates interdisciplinary work in information and communication technologies.
-
B.
Chalmers Area of Advance in Nanoscience and Nanotechnology
Chalmers Area of Advance in Nanoscience and Nanotechnology is a strategic research initiative at Chalmers University of Technology that coordinates interdisciplinary work on nanoscale materials, devices, and technologies.
-
C.
Advances in Engineering Education
Advances in Engineering Education is a peer-reviewed journal focusing on innovative practices, research, and scholarship in engineering education.
-
D.
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.
-
E.
The Advancement of Learning
The Advancement of Learning is a 1605 philosophical treatise by Francis Bacon that argues for the systematic reform and expansion of human knowledge through empirical inquiry and the scientific method.
- F. None of above. chosen
Provenance (2 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_69e0b4f4898081908209e58edb8f9c45 |
completed | April 16, 2026, 10:07 a.m. |
| NER | Named-entity recognition | batch_69e6c352ca8c819094545dbe67bfe3dc |
completed | April 21, 2026, 12:22 a.m. |
Created at: April 16, 2026, 12:43 p.m.