Triple
T5074449
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Maribor |
E114358
|
entity |
| Predicate | hasUniversity |
P113
|
FINISHED |
| Object |
University of Maribor
The University of Maribor is a major public research university in Slovenia, recognized as the country’s second-largest and an important center of higher education and innovation in the city of Maribor.
|
E491662
|
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: University of Maribor | Statement: [Maribor, hasUniversity, University of Maribor]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: University of Maribor Context triple: [Maribor, hasUniversity, University of Maribor]
-
A.
University of Novo Mesto
The University of Novo Mesto is a higher education institution in Novo Mesto, Slovenia, offering academic and professional programs across multiple disciplines.
-
B.
University of Ljubljana
The University of Ljubljana is the largest and oldest university in Slovenia, recognized as a major public research and higher education institution in Central Europe.
-
C.
University of Nova Gorica
The University of Nova Gorica is a Slovenian research-oriented university known for its strong focus on science, technology, and environmental studies, as well as its international and interdisciplinary programs.
-
D.
University of Primorska
The University of Primorska is a public higher education and research institution in Slovenia, known for its focus on interdisciplinary studies and its coastal, Mediterranean setting.
-
E.
Matej Bel University
Matej Bel University is a public higher education institution in Slovakia known for its wide range of academic programs and research activities.
- 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: University of Maribor Triple: [Maribor, hasUniversity, University of Maribor]
Generated description
The University of Maribor is a major public research university in Slovenia, recognized as the country’s second-largest and an important center of higher education and innovation in the city of Maribor.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: University of Maribor Target entity description: The University of Maribor is a major public research university in Slovenia, recognized as the country’s second-largest and an important center of higher education and innovation in the city of Maribor.
-
A.
University of Novo Mesto
The University of Novo Mesto is a higher education institution in Novo Mesto, Slovenia, offering academic and professional programs across multiple disciplines.
-
B.
University of Ljubljana
The University of Ljubljana is the largest and oldest university in Slovenia, recognized as a major public research and higher education institution in Central Europe.
-
C.
University of Nova Gorica
The University of Nova Gorica is a Slovenian research-oriented university known for its strong focus on science, technology, and environmental studies, as well as its international and interdisciplinary programs.
-
D.
University of Primorska
The University of Primorska is a public higher education and research institution in Slovenia, known for its focus on interdisciplinary studies and its coastal, Mediterranean setting.
-
E.
Matej Bel University
Matej Bel University is a public higher education institution in Slovakia known for its wide range of academic programs and research activities.
- 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_69bd443cf28c8190ad371d603563dbdd |
completed | March 20, 2026, 12:57 p.m. |
| NER | Named-entity recognition | batch_69bd74d0be1c819081b26235fe602a30 |
completed | March 20, 2026, 4:24 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69beb11b3f3c819089f09178f17940c5 |
completed | March 21, 2026, 2:54 p.m. |
| NEDg | Description generation | batch_69beb1a445f48190b3318d816830e1a6 |
completed | March 21, 2026, 2:56 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69beb23f789c8190811ee9e43327196c |
completed | March 21, 2026, 2:59 p.m. |
Created at: March 20, 2026, 1:39 p.m.