Triple
T4996856
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ventspils |
E112267
|
entity |
| Predicate | hasLandmark |
P105
|
FINISHED |
| Object |
Ventspils University of Applied Sciences
Ventspils University of Applied Sciences is a higher education institution in Ventspils, Latvia, known for its programs in technology, engineering, and business and its role in regional research and innovation.
|
E484538
|
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: Ventspils University of Applied Sciences | Statement: [Ventspils, hasLandmark, Ventspils University of Applied Sciences]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ventspils University of Applied Sciences Context triple: [Ventspils, hasLandmark, Ventspils University of Applied Sciences]
-
A.
Panevėžys University of Applied Sciences
Panevėžys University of Applied Sciences is a Lithuanian higher education institution offering practice-oriented professional studies in various applied science fields.
-
B.
University of Latvia
The University of Latvia is the largest and one of the oldest higher education and research institutions in Latvia, offering a wide range of academic programs and serving as a major intellectual center in the country.
-
C.
Kaunas University of Applied Engineering Sciences
Kaunas University of Applied Engineering Sciences is a Lithuanian higher education institution specializing in practical, engineering-focused studies and professional training.
-
D.
Riga Polytechnic Institute
Riga Polytechnic Institute was a prominent technical university in Riga, historically known for training engineers and scientists in the Russian Empire and later Latvia.
-
E.
Kaunas University of Technology
Kaunas University of Technology is a major public research university in Lithuania known for its strong engineering, technology, and applied sciences programs.
- 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: Ventspils University of Applied Sciences Triple: [Ventspils, hasLandmark, Ventspils University of Applied Sciences]
Generated description
Ventspils University of Applied Sciences is a higher education institution in Ventspils, Latvia, known for its programs in technology, engineering, and business and its role in regional research and innovation.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ventspils University of Applied Sciences Target entity description: Ventspils University of Applied Sciences is a higher education institution in Ventspils, Latvia, known for its programs in technology, engineering, and business and its role in regional research and innovation.
-
A.
Panevėžys University of Applied Sciences
Panevėžys University of Applied Sciences is a Lithuanian higher education institution offering practice-oriented professional studies in various applied science fields.
-
B.
University of Latvia
The University of Latvia is the largest and one of the oldest higher education and research institutions in Latvia, offering a wide range of academic programs and serving as a major intellectual center in the country.
-
C.
Kaunas University of Applied Engineering Sciences
Kaunas University of Applied Engineering Sciences is a Lithuanian higher education institution specializing in practical, engineering-focused studies and professional training.
-
D.
Riga Polytechnic Institute
Riga Polytechnic Institute was a prominent technical university in Riga, historically known for training engineers and scientists in the Russian Empire and later Latvia.
-
E.
Kaunas University of Technology
Kaunas University of Technology is a major public research university in Lithuania known for its strong engineering, technology, and applied sciences programs.
- 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_69bd4432b32c81909f3b3c6bd10f0653 |
completed | March 20, 2026, 12:57 p.m. |
| NER | Named-entity recognition | batch_69bd72a130708190b9bc1393ba78bfb1 |
completed | March 20, 2026, 4:15 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be8a3489f08190a338de8d8be09813 |
completed | March 21, 2026, 12:08 p.m. |
| NEDg | Description generation | batch_69be8ac1336c8190a3b6f5b83543dfcf |
completed | March 21, 2026, 12:10 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69be8b57411c819082fe711485fe2821 |
completed | March 21, 2026, 12:13 p.m. |
Created at: March 20, 2026, 1:34 p.m.