Triple
T22233970
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Oulu University of Applied Sciences |
E549539
|
entity |
| Predicate | hasCampusIn |
P4623
|
FINISHED |
| Object | Oulu city centre |
—
|
NE NERFINISHED |
How this triple was built (2 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: Oulu city centre | Statement: [Oulu University of Applied Sciences, hasCampusIn, Oulu city centre]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Oulu city centre Context triple: [Oulu University of Applied Sciences, hasCampusIn, Oulu city centre]
-
A.
Oulu
chosen
Oulu is a major city in northern Finland known for its technology industry, university, and position near the Gulf of Bothnia.
-
B.
Oulainen
Oulainen is a small town and municipality in Northern Ostrobothnia, Finland, known for its rural character and local cultural events.
-
C.
Kluuvi, Helsinki
Kluuvi, Helsinki is a central district of Finland’s capital city, known as a key commercial and cultural hub that includes major shopping streets, offices, and university buildings.
-
D.
Kouvola
Kouvola is a city in southeastern Finland known as a regional transport hub and gateway to the nearby Repovesi National Park.
-
E.
City of Kauniainen
The City of Kauniainen is a small, affluent municipality completely surrounded by Espoo in the Helsinki metropolitan area of Finland, known for its high quality of life and strong public services.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
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_69e11e4102b881909cf47d3768e25c19 |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f12bf61504819093e70bee4c575d1c |
completed | April 28, 2026, 9:51 p.m. |
Created at: April 16, 2026, 8:38 p.m.