Triple
T708944
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Helsinki |
E14163
|
entity |
| Predicate | hasUniversity |
P113
|
FINISHED |
| Object | Aalto University (main campus in nearby Espoo, part of metropolitan area) |
E37373
|
NE FINISHED |
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: Aalto University (main campus in nearby Espoo, part of metropolitan area) | Statement: [Helsinki, hasUniversity, Aalto University (main campus in nearby Espoo, part of metropolitan area)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Aalto University (main campus in nearby Espoo, part of metropolitan area) Context triple: [Helsinki, hasUniversity, Aalto University (main campus in nearby Espoo, part of metropolitan area)]
-
A.
Espoo, Finland
Espoo, Finland is a major city in the Helsinki metropolitan area known as a technology and innovation hub that has long hosted the corporate headquarters of Nokia.
-
B.
Helsinki University of Technology
chosen
Helsinki University of Technology was a leading Finnish technical university, renowned for its engineering and technology programs and later incorporated into Aalto University.
-
C.
University of Helsinki
The University of Helsinki is Finland’s largest and oldest university, renowned for its research excellence and as the alma mater of notable figures such as Linux creator Linus Torvalds.
-
D.
University City campus
University City campus is the main urban campus of the University of Pennsylvania in West Philadelphia, housing most of its academic, research, and student life facilities.
-
E.
São Paulo State University (campuses in metro area)
São Paulo State University (campuses in the metro area) is a major public higher education institution in Brazil with multiple campuses distributed across the Greater São Paulo region, offering a wide range of undergraduate and graduate programs.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69a493494ec48190ae6751683625a9ba |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a4a548e6dc819090d31ce33493a396 |
completed | March 1, 2026, 8:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a5dcb1795c8190a178e14509b8b271 |
completed | March 2, 2026, 6:53 p.m. |
Created at: March 1, 2026, 7:36 p.m.