Triple
T9349309
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Limburg an der Lahn |
E224973
|
entity |
| Predicate | hasRailwayStation |
P918
|
FINISHED |
| Object |
Limburg Süd station
Limburg Süd station is a high-speed railway station in Limburg an der Lahn, Germany, primarily serving Intercity-Express (ICE) trains on the Cologne–Frankfurt high-speed line.
|
E793916
|
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: Limburg Süd station | Statement: [Limburg an der Lahn, hasRailwayStation, Limburg Süd station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Limburg Süd station Context triple: [Limburg an der Lahn, hasRailwayStation, Limburg Süd station]
-
A.
Limburg (Lahn) station
Limburg (Lahn) station is the main railway station serving the town of Limburg an der Lahn in Hesse, Germany, functioning as a regional transport hub with connections to surrounding cities and lines.
-
B.
Zutphen station
Zutphen station is a railway station in the Dutch city of Zutphen that serves as a regional hub connecting several important rail lines in the eastern Netherlands.
-
C.
Schelklingen station
Schelklingen station is a regional railway stop in the town of Schelklingen in Baden-Württemberg, Germany, serving local passenger services on the surrounding rail network.
-
D.
Venlo railway station
Venlo railway station is a major rail hub in the southeastern Netherlands, serving as an important regional and cross-border connection point near the German border.
-
E.
Roermond railway station
Roermond railway station is a major rail hub in the Dutch province of Limburg, serving as an important junction for regional and intercity train services.
- 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: Limburg Süd station Triple: [Limburg an der Lahn, hasRailwayStation, Limburg Süd station]
Generated description
Limburg Süd station is a high-speed railway station in Limburg an der Lahn, Germany, primarily serving Intercity-Express (ICE) trains on the Cologne–Frankfurt high-speed line.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Limburg Süd station Target entity description: Limburg Süd station is a high-speed railway station in Limburg an der Lahn, Germany, primarily serving Intercity-Express (ICE) trains on the Cologne–Frankfurt high-speed line.
-
A.
Limburg (Lahn) station
Limburg (Lahn) station is the main railway station serving the town of Limburg an der Lahn in Hesse, Germany, functioning as a regional transport hub with connections to surrounding cities and lines.
-
B.
Zutphen station
Zutphen station is a railway station in the Dutch city of Zutphen that serves as a regional hub connecting several important rail lines in the eastern Netherlands.
-
C.
Schelklingen station
Schelklingen station is a regional railway stop in the town of Schelklingen in Baden-Württemberg, Germany, serving local passenger services on the surrounding rail network.
-
D.
Venlo railway station
Venlo railway station is a major rail hub in the southeastern Netherlands, serving as an important regional and cross-border connection point near the German border.
-
E.
Roermond railway station
Roermond railway station is a major rail hub in the Dutch province of Limburg, serving as an important junction for regional and intercity train services.
- 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_69ca842abfd48190949d71c3b86eeba8 |
completed | March 30, 2026, 2:09 p.m. |
| NER | Named-entity recognition | batch_69cd4f1198b88190adc0b01f7c1be36e |
completed | April 1, 2026, 5 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d0f3ca79e88190ba3a2cfb3bcf7d4f |
completed | April 4, 2026, 11:19 a.m. |
| NEDg | Description generation | batch_69d0f4880798819088f029d009bfb7b2 |
completed | April 4, 2026, 11:22 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d0f50096588190ace88d2c2c097aca |
completed | April 4, 2026, 11:24 a.m. |
Created at: March 30, 2026, 7:41 p.m.