Triple
T5151494
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lappeenranta railway station |
E116204
|
entity |
| Predicate | owner |
P347
|
FINISHED |
| Object |
Finnish Transport Infrastructure Agency
The Finnish Transport Infrastructure Agency is a government body responsible for planning, developing, and maintaining Finland’s state-owned transport networks, including railways, roads, and waterways.
|
E497000
|
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: Finnish Transport Infrastructure Agency | Statement: [Lappeenranta railway station, owner, Finnish Transport Infrastructure Agency]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Finnish Transport Infrastructure Agency Context triple: [Lappeenranta railway station, owner, Finnish Transport Infrastructure Agency]
-
A.
Finnish Transport and Communications Agency Traficom
The Finnish Transport and Communications Agency Traficom is Finland’s national authority overseeing and regulating transport, communications, and media sectors.
-
B.
Ministry of Transport and Communications (Finland)
The Ministry of Transport and Communications (Finland) is a government ministry responsible for national transport policy, infrastructure, and communications and digital services in Finland.
-
C.
Helsinki Regional Transport Authority
The Helsinki Regional Transport Authority is the public agency responsible for planning, operating, and coordinating public transportation services across the Helsinki metropolitan area in Finland.
-
D.
Swedish Transport Administration
The Swedish Transport Administration is the national authority responsible for long-term planning, construction, operation, and maintenance of Sweden’s road, rail, maritime, and air transport infrastructure.
-
E.
Swedish Transport Agency
The Swedish Transport Agency is the national government authority responsible for regulating and overseeing all modes of transport in Sweden, including aviation, road, rail, and maritime safety.
- 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: Finnish Transport Infrastructure Agency Triple: [Lappeenranta railway station, owner, Finnish Transport Infrastructure Agency]
Generated description
The Finnish Transport Infrastructure Agency is a government body responsible for planning, developing, and maintaining Finland’s state-owned transport networks, including railways, roads, and waterways.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Finnish Transport Infrastructure Agency Target entity description: The Finnish Transport Infrastructure Agency is a government body responsible for planning, developing, and maintaining Finland’s state-owned transport networks, including railways, roads, and waterways.
-
A.
Finnish Transport and Communications Agency Traficom
The Finnish Transport and Communications Agency Traficom is Finland’s national authority overseeing and regulating transport, communications, and media sectors.
-
B.
Ministry of Transport and Communications (Finland)
The Ministry of Transport and Communications (Finland) is a government ministry responsible for national transport policy, infrastructure, and communications and digital services in Finland.
-
C.
Helsinki Regional Transport Authority
The Helsinki Regional Transport Authority is the public agency responsible for planning, operating, and coordinating public transportation services across the Helsinki metropolitan area in Finland.
-
D.
Swedish Transport Administration
The Swedish Transport Administration is the national authority responsible for long-term planning, construction, operation, and maintenance of Sweden’s road, rail, maritime, and air transport infrastructure.
-
E.
Swedish Transport Agency
The Swedish Transport Agency is the national government authority responsible for regulating and overseeing all modes of transport in Sweden, including aviation, road, rail, and maritime safety.
- 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_69bd445d94788190b72e2cc563120995 |
completed | March 20, 2026, 12:58 p.m. |
| NER | Named-entity recognition | batch_69bd78d965548190b09f574acf3b9b1a |
completed | March 20, 2026, 4:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bed004538c81908fac258ea99f7e63 |
completed | March 21, 2026, 5:06 p.m. |
| NEDg | Description generation | batch_69bed07d478c8190aac215cb05bedae0 |
completed | March 21, 2026, 5:08 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bed0d56af481908a3fb0693f151fb3 |
completed | March 21, 2026, 5:09 p.m. |
Created at: March 20, 2026, 1:44 p.m.