Triple
T838383
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gothenburg |
E18121
|
entity |
| Predicate | hasUniversity |
P113
|
FINISHED |
| Object |
Chalmers University of Technology
Chalmers University of Technology is a prominent Swedish university specializing in engineering, technology, and natural sciences.
|
E102623
|
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 University of Technology | Statement: [Gothenburg, hasUniversity, Chalmers University of Technology]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chalmers University of Technology Context triple: [Gothenburg, hasUniversity, Chalmers University of Technology]
-
A.
KTH Royal Institute of Technology
KTH Royal Institute of Technology is Sweden’s largest and one of Europe’s leading technical universities, renowned for its engineering and technology research and education.
-
B.
Lund University
Lund University is a prestigious Swedish public research university, founded in 1666 in the city of Lund, known for its strong international profile and contributions across science, technology, humanities, and social sciences.
-
C.
Uppsala University
Uppsala University is a historic and prestigious Swedish research university, renowned for its strong academic tradition and contributions to science and scholarship since its founding in 1477.
-
D.
University of Gothenburg
The University of Gothenburg is a major Swedish public research university located in Gothenburg, known for its broad range of disciplines and strong international research profile.
-
E.
Stockholm University
Stockholm University is a major public research university in Sweden known for its strong programs in the humanities, social sciences, natural sciences, and law.
- 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 University of Technology Triple: [Gothenburg, hasUniversity, Chalmers University of Technology]
Generated description
Chalmers University of Technology is a prominent Swedish university specializing in engineering, technology, and natural sciences.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Chalmers University of Technology Target entity description: Chalmers University of Technology is a prominent Swedish university specializing in engineering, technology, and natural sciences.
-
A.
KTH Royal Institute of Technology
KTH Royal Institute of Technology is Sweden’s largest and one of Europe’s leading technical universities, renowned for its engineering and technology research and education.
-
B.
Lund University
Lund University is a prestigious Swedish public research university, founded in 1666 in the city of Lund, known for its strong international profile and contributions across science, technology, humanities, and social sciences.
-
C.
Uppsala University
Uppsala University is a historic and prestigious Swedish research university, renowned for its strong academic tradition and contributions to science and scholarship since its founding in 1477.
-
D.
University of Gothenburg
The University of Gothenburg is a major Swedish public research university located in Gothenburg, known for its broad range of disciplines and strong international research profile.
-
E.
Stockholm University
Stockholm University is a major public research university in Sweden known for its strong programs in the humanities, social sciences, natural sciences, and law.
- 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_69a49389f44881909a608fb27d89f247 |
completed | March 1, 2026, 7:29 p.m. |
| NER | Named-entity recognition | batch_69a4abd0e8bc8190afe29cd4745c2f86 |
completed | March 1, 2026, 9:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a7a3b8c9b081908fd04ac23d45e932 |
completed | March 4, 2026, 3:15 a.m. |
| NEDg | Description generation | batch_69a7a9696c108190a25271f7fe4b2ccd |
completed | March 4, 2026, 3:39 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a7aa75fb908190bd70054288c249ec |
completed | March 4, 2026, 3:43 a.m. |
Created at: March 1, 2026, 7:38 p.m.