Triple
T1025019
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Middelburg |
E22119
|
entity |
| Predicate | hasTransport |
P1298
|
FINISHED |
| Object |
Middelburg railway station
Middelburg railway station is the main train station serving the city of Middelburg in the Dutch province of Zeeland, providing regional and intercity rail connections.
|
E119844
|
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: Middelburg railway station | Statement: [Middelburg, hasTransport, Middelburg railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Middelburg railway station Context triple: [Middelburg, hasTransport, Middelburg railway station]
-
A.
Nijmegen railway station
Nijmegen railway station is the main train station serving the Dutch city of Nijmegen, providing regional and intercity rail connections.
-
B.
Arnhem Centraal railway station
Arnhem Centraal railway station is the main railway hub of the Dutch city of Arnhem, serving as a key regional and international transport interchange in the eastern Netherlands.
-
C.
Nijmegen Dukenburg railway station
Nijmegen Dukenburg railway station is a suburban train station serving the Dukenburg district of Nijmegen in the Netherlands, providing regional rail connections for commuters and local residents.
-
D.
Soestdijk railway station
Soestdijk railway station is a local train stop in the Netherlands serving the Soestdijk area, including the historic Soestdijk Palace.
-
E.
Nijmegen Heyendaal railway station
Nijmegen Heyendaal railway station is a local rail stop in Nijmegen, Netherlands, serving the university and hospital area in the southern part of the city.
- 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: Middelburg railway station Triple: [Middelburg, hasTransport, Middelburg railway station]
Generated description
Middelburg railway station is the main train station serving the city of Middelburg in the Dutch province of Zeeland, providing regional and intercity rail connections.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Middelburg railway station Target entity description: Middelburg railway station is the main train station serving the city of Middelburg in the Dutch province of Zeeland, providing regional and intercity rail connections.
-
A.
Nijmegen railway station
Nijmegen railway station is the main train station serving the Dutch city of Nijmegen, providing regional and intercity rail connections.
-
B.
Arnhem Centraal railway station
Arnhem Centraal railway station is the main railway hub of the Dutch city of Arnhem, serving as a key regional and international transport interchange in the eastern Netherlands.
-
C.
Nijmegen Dukenburg railway station
Nijmegen Dukenburg railway station is a suburban train station serving the Dukenburg district of Nijmegen in the Netherlands, providing regional rail connections for commuters and local residents.
-
D.
Soestdijk railway station
Soestdijk railway station is a local train stop in the Netherlands serving the Soestdijk area, including the historic Soestdijk Palace.
-
E.
Nijmegen Heyendaal railway station
Nijmegen Heyendaal railway station is a local rail stop in Nijmegen, Netherlands, serving the university and hospital area in the southern part of the city.
- 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_69a493d6e380819097b384986ffc315c |
completed | March 1, 2026, 7:30 p.m. |
| NER | Named-entity recognition | batch_69a4b7f4c66c8190b6098fb72c1465a3 |
completed | March 1, 2026, 10:04 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac3bba40f88190b80010a837dfb1cc |
completed | March 7, 2026, 2:52 p.m. |
| NEDg | Description generation | batch_69ac3c7d16748190a95aaffd04a867b3 |
completed | March 7, 2026, 2:55 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac3ce827b88190a5de06c695ad4ecb |
completed | March 7, 2026, 2:57 p.m. |
Created at: March 1, 2026, 7:41 p.m.