Triple
T11529284
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Utrecht–Hilversum–Amersfoort railway |
E273375
|
entity |
| Predicate | hasStation |
P35
|
FINISHED |
| Object |
Amersfoort Schothorst railway station
Amersfoort Schothorst railway station is a suburban train station in Amersfoort, Netherlands, serving as a regional commuter hub with frequent services to major Dutch cities.
|
E943184
|
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: Amersfoort Schothorst railway station | Statement: [Utrecht–Hilversum–Amersfoort railway, hasStation, Amersfoort Schothorst railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Amersfoort Schothorst railway station Context triple: [Utrecht–Hilversum–Amersfoort railway, hasStation, Amersfoort Schothorst railway station]
-
A.
Amersfoort Centraal railway station
Amersfoort Centraal railway station is a major rail hub in the central Netherlands, serving as an important interchange for national and regional train services.
-
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.
Roosendaal railway station
Roosendaal railway station is a major rail hub in the Netherlands, serving as an important junction for both domestic and international train services, including routes toward Belgium.
-
D.
Apeldoorn station
Apeldoorn station is a major railway station in the Dutch city of Apeldoorn, serving as an important regional and intercity transport hub in the central Netherlands.
-
E.
Amsterdam Holendrecht railway station
Amsterdam Holendrecht railway station is a suburban rail station in the Amsterdam area serving the Holendrecht district and nearby facilities such as the Amsterdam UMC and surrounding residential neighborhoods.
- 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: Amersfoort Schothorst railway station Triple: [Utrecht–Hilversum–Amersfoort railway, hasStation, Amersfoort Schothorst railway station]
Generated description
Amersfoort Schothorst railway station is a suburban train station in Amersfoort, Netherlands, serving as a regional commuter hub with frequent services to major Dutch cities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Amersfoort Schothorst railway station Target entity description: Amersfoort Schothorst railway station is a suburban train station in Amersfoort, Netherlands, serving as a regional commuter hub with frequent services to major Dutch cities.
-
A.
Amersfoort Centraal railway station
Amersfoort Centraal railway station is a major rail hub in the central Netherlands, serving as an important interchange for national and regional train services.
-
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.
Roosendaal railway station
Roosendaal railway station is a major rail hub in the Netherlands, serving as an important junction for both domestic and international train services, including routes toward Belgium.
-
D.
Apeldoorn station
Apeldoorn station is a major railway station in the Dutch city of Apeldoorn, serving as an important regional and intercity transport hub in the central Netherlands.
-
E.
Amsterdam Holendrecht railway station
Amsterdam Holendrecht railway station is a suburban rail station in the Amsterdam area serving the Holendrecht district and nearby facilities such as the Amsterdam UMC and surrounding residential neighborhoods.
- 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_69d6aae3fbec8190a14632a5df2538b6 |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d883972b10819093bd09cf8406671c |
completed | April 10, 2026, 4:59 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f018b2f394819084c3cfd589098c30 |
completed | April 28, 2026, 2:17 a.m. |
| NEDg | Description generation | batch_69f0319271788190a105828ae7582668 |
completed | April 28, 2026, 4:03 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f05a44dcb88190a0bb57b0c8fef6b9 |
completed | April 28, 2026, 6:57 a.m. |
Created at: April 8, 2026, 9:37 p.m.