Triple
T15373359
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ministry of Economic Affairs and Employment of Finland |
E367603
|
entity |
| Predicate | oversees |
P46
|
FINISHED |
| Object |
Business Finland
Business Finland is a Finnish government organization that promotes innovation, trade, tourism, and investment to support the country’s economic growth and competitiveness.
|
E1152529
|
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: Business Finland | Statement: [Ministry of Economic Affairs and Employment of Finland, oversees, Business Finland]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Business Finland Context triple: [Ministry of Economic Affairs and Employment of Finland, oversees, Business Finland]
-
A.
Ministry of Economic Affairs and Employment of Finland
The Ministry of Economic Affairs and Employment of Finland is a government ministry responsible for shaping the country’s economic policy, industrial development, labor market regulation, and employment promotion.
-
B.
BusinessEurope
BusinessEurope is a leading organization representing enterprises and employers’ federations across Europe, advocating for pro-business policies at the EU level.
-
C.
World Business
World Business was a publication or organization involved in international business and economic affairs, known in part for its early role in co-publishing the Global Innovation Index.
-
D.
Finland’s economic development
Finland’s economic development refers to the country’s long-term transition from a resource-based, agrarian economy to a diversified, high-income welfare state with strong education, technology, and social security systems.
-
E.
Ministry of Finance of Finland
The Ministry of Finance of Finland is the government department responsible for the country’s economic policy, public finances, budgeting, and financial administration.
- 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: Business Finland Triple: [Ministry of Economic Affairs and Employment of Finland, oversees, Business Finland]
Generated description
Business Finland is a Finnish government organization that promotes innovation, trade, tourism, and investment to support the country’s economic growth and competitiveness.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Business Finland Target entity description: Business Finland is a Finnish government organization that promotes innovation, trade, tourism, and investment to support the country’s economic growth and competitiveness.
-
A.
Ministry of Economic Affairs and Employment of Finland
The Ministry of Economic Affairs and Employment of Finland is a government ministry responsible for shaping the country’s economic policy, industrial development, labor market regulation, and employment promotion.
-
B.
BusinessEurope
BusinessEurope is a leading organization representing enterprises and employers’ federations across Europe, advocating for pro-business policies at the EU level.
-
C.
World Business
World Business was a publication or organization involved in international business and economic affairs, known in part for its early role in co-publishing the Global Innovation Index.
-
D.
Finland’s economic development
Finland’s economic development refers to the country’s long-term transition from a resource-based, agrarian economy to a diversified, high-income welfare state with strong education, technology, and social security systems.
-
E.
Ministry of Finance of Finland
The Ministry of Finance of Finland is the government department responsible for the country’s economic policy, public finances, budgeting, and financial administration.
- 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_69d85a1483788190ad93c2748e8af34b |
completed | April 10, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69e03e5d6f808190b0a4cdb35dc89e69 |
completed | April 16, 2026, 1:41 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff0b528f408190b66d3d6e10e90a43 |
completed | May 9, 2026, 10:24 a.m. |
| NEDg | Description generation | batch_69ff0bc7dfe48190a05c2b826c7fd35c |
completed | May 9, 2026, 10:26 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff0c51c6c081908943ddb409655ed6 |
completed | May 9, 2026, 10:28 a.m. |
Created at: April 10, 2026, 3:18 a.m.