Triple
T15704654
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Valkenburg aan de Geul |
E380675
|
entity |
| Predicate | hasTransport |
P1298
|
FINISHED |
| Object |
Valkenburg railway station
Valkenburg railway station is a historic train station in Valkenburg aan de Geul in the Netherlands, known for serving regional rail services and its distinctive 19th-century architecture.
|
E1172154
|
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: Valkenburg railway station | Statement: [Valkenburg aan de Geul, hasTransport, Valkenburg railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Valkenburg railway station Context triple: [Valkenburg aan de Geul, hasTransport, Valkenburg railway station]
-
A.
Vechta railway station
Vechta railway station is a regional train station in the town of Vechta in Lower Saxony, Germany, serving as a local transport hub for passenger rail services.
-
B.
Dronten railway station
Dronten railway station is a Dutch railway stop in the town of Dronten, serving as part of the modern Hanzelijn route between Lelystad and Zwolle.
-
C.
Winschoten railway station
Winschoten railway station is a regional train station in the town of Winschoten in the province of Groningen, Netherlands, serving as a stop on the line between Groningen and the German border.
-
D.
Heideveld railway station
Heideveld railway station is a suburban rail stop in Cape Town, South Africa, serving the Heideveld area on the city’s commuter rail network.
-
E.
Leven railway station
Leven railway station is a railway station in Leven, Fife, Scotland, serving the town as part of the regional rail network.
- 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: Valkenburg railway station Triple: [Valkenburg aan de Geul, hasTransport, Valkenburg railway station]
Generated description
Valkenburg railway station is a historic train station in Valkenburg aan de Geul in the Netherlands, known for serving regional rail services and its distinctive 19th-century architecture.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Valkenburg railway station Target entity description: Valkenburg railway station is a historic train station in Valkenburg aan de Geul in the Netherlands, known for serving regional rail services and its distinctive 19th-century architecture.
-
A.
Vechta railway station
Vechta railway station is a regional train station in the town of Vechta in Lower Saxony, Germany, serving as a local transport hub for passenger rail services.
-
B.
Dronten railway station
Dronten railway station is a Dutch railway stop in the town of Dronten, serving as part of the modern Hanzelijn route between Lelystad and Zwolle.
-
C.
Winschoten railway station
Winschoten railway station is a regional train station in the town of Winschoten in the province of Groningen, Netherlands, serving as a stop on the line between Groningen and the German border.
-
D.
Heideveld railway station
Heideveld railway station is a suburban rail stop in Cape Town, South Africa, serving the Heideveld area on the city’s commuter rail network.
-
E.
Leven railway station
Leven railway station is a railway station in Leven, Fife, Scotland, serving the town as part of the regional rail network.
- 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_69d86d9bf930819082b30cf6d169297c |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e04f6fc3608190a85b25755f5345db |
completed | April 16, 2026, 2:54 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff757997348190b29a9b55ba08169f |
completed | May 9, 2026, 5:57 p.m. |
| NEDg | Description generation | batch_69ff7653ccc08190b4b44b4f55344f65 |
completed | May 9, 2026, 6 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff76d21a148190bbe66c3ff12386f3 |
completed | May 9, 2026, 6:02 p.m. |
Created at: April 10, 2026, 4:45 a.m.