Triple
T15549879
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Karlstad |
E370713
|
entity |
| Predicate | hasUniversity |
P113
|
FINISHED |
| Object |
Karlstad University
Karlstad University is a Swedish public university known for its programs in areas such as business, education, health, and technology, serving as a major center of higher education and research in the city of Karlstad.
|
E1163224
|
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: Karlstad University | Statement: [Karlstad, hasUniversity, Karlstad University]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Karlstad University Context triple: [Karlstad, hasUniversity, Karlstad University]
-
A.
Mälardalen University
Mälardalen University is a Swedish public university known for its strong focus on engineering, business, health, and education, with main campuses in Eskilstuna and Västerås.
-
B.
Halmstad University
Halmstad University is a Swedish institution of higher education known for its applied research and innovative programs in areas such as information technology, health, and engineering.
-
C.
University of Skövde
The University of Skövde is a Swedish public university known for its focus on applied research and education in fields such as informatics, game development, and health sciences.
-
D.
Linnaeus University
Linnaeus University is a Swedish public university known for its campuses in Växjö and Kalmar and its broad range of academic programs and research.
-
E.
Jönköping University
Jönköping University is a Swedish higher education institution known for its international orientation and strong programs in areas such as business, engineering, education, and health 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: Karlstad University Triple: [Karlstad, hasUniversity, Karlstad University]
Generated description
Karlstad University is a Swedish public university known for its programs in areas such as business, education, health, and technology, serving as a major center of higher education and research in the city of Karlstad.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Karlstad University Target entity description: Karlstad University is a Swedish public university known for its programs in areas such as business, education, health, and technology, serving as a major center of higher education and research in the city of Karlstad.
-
A.
Mälardalen University
Mälardalen University is a Swedish public university known for its strong focus on engineering, business, health, and education, with main campuses in Eskilstuna and Västerås.
-
B.
Halmstad University
Halmstad University is a Swedish institution of higher education known for its applied research and innovative programs in areas such as information technology, health, and engineering.
-
C.
University of Skövde
The University of Skövde is a Swedish public university known for its focus on applied research and education in fields such as informatics, game development, and health sciences.
-
D.
Linnaeus University
Linnaeus University is a Swedish public university known for its campuses in Växjö and Kalmar and its broad range of academic programs and research.
-
E.
Jönköping University
Jönköping University is a Swedish higher education institution known for its international orientation and strong programs in areas such as business, engineering, education, and health 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_69d85cc6cf40819091f4a5facee1ebe6 |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69e04a93121881909d88ca55a39252ac |
completed | April 16, 2026, 2:33 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff455dfbcc8190a93e90c59b2d3045 |
completed | May 9, 2026, 2:31 p.m. |
| NEDg | Description generation | batch_69ff467e5d6c8190ba3bf6557e683233 |
completed | May 9, 2026, 2:36 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff470912bc8190a42ee312aca55872 |
completed | May 9, 2026, 2:39 p.m. |
Created at: April 10, 2026, 4:08 a.m.