Triple
T6996028
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Amsterdam–Maastricht rail corridor |
E162216
|
entity |
| Predicate | usesRailwayLine |
P15040
|
FINISHED |
| Object |
Weert–Roermond railway
The Weert–Roermond railway is a regional rail line in the Netherlands that connects the towns of Weert and Roermond as part of the country’s southern intercity network.
|
E639653
|
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: Weert–Roermond railway | Statement: [Amsterdam–Maastricht rail corridor, usesRailwayLine, Weert–Roermond railway]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Weert–Roermond railway Context triple: [Amsterdam–Maastricht rail corridor, usesRailwayLine, Weert–Roermond railway]
-
A.
Eindhoven–Weert railway
The Eindhoven–Weert railway is a key rail line in the southern Netherlands that connects the city of Eindhoven with Weert as part of the main Amsterdam–Maastricht corridor.
-
B.
Nijmegen–Venlo railway
The Nijmegen–Venlo railway is a regional rail line in the Netherlands connecting the cities of Nijmegen and Venlo as part of the country’s passenger and freight rail network.
-
C.
Utrecht–Kampen railway
The Utrecht–Kampen railway is a Dutch rail line connecting the city of Utrecht with Kampen via several intermediate towns in the central Netherlands.
-
D.
Arnhem–Winterswijk railway
The Arnhem–Winterswijk railway is a regional rail line in the eastern Netherlands that connects the city of Arnhem with the town of Winterswijk, serving intermediate communities in Gelderland.
-
E.
Utrecht–Zwolle railway
The Utrecht–Zwolle railway is a major rail corridor in the Netherlands connecting the central hub of Utrecht with the northern city of Zwolle, serving as an important route for both 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: Weert–Roermond railway Triple: [Amsterdam–Maastricht rail corridor, usesRailwayLine, Weert–Roermond railway]
Generated description
The Weert–Roermond railway is a regional rail line in the Netherlands that connects the towns of Weert and Roermond as part of the country’s southern intercity network.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Weert–Roermond railway Target entity description: The Weert–Roermond railway is a regional rail line in the Netherlands that connects the towns of Weert and Roermond as part of the country’s southern intercity network.
-
A.
Eindhoven–Weert railway
The Eindhoven–Weert railway is a key rail line in the southern Netherlands that connects the city of Eindhoven with Weert as part of the main Amsterdam–Maastricht corridor.
-
B.
Nijmegen–Venlo railway
The Nijmegen–Venlo railway is a regional rail line in the Netherlands connecting the cities of Nijmegen and Venlo as part of the country’s passenger and freight rail network.
-
C.
Utrecht–Kampen railway
The Utrecht–Kampen railway is a Dutch rail line connecting the city of Utrecht with Kampen via several intermediate towns in the central Netherlands.
-
D.
Arnhem–Winterswijk railway
The Arnhem–Winterswijk railway is a regional rail line in the eastern Netherlands that connects the city of Arnhem with the town of Winterswijk, serving intermediate communities in Gelderland.
-
E.
Utrecht–Zwolle railway
The Utrecht–Zwolle railway is a major rail corridor in the Netherlands connecting the central hub of Utrecht with the northern city of Zwolle, serving as an important route for both 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_69c68857ffc08190857dc62cd5253777 |
completed | March 27, 2026, 1:38 p.m. |
| NER | Named-entity recognition | batch_69c6dbedafa48190af0d2b47e3a1e17e |
completed | March 27, 2026, 7:35 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7943400d08190ba5774e5d45e7e27 |
completed | March 28, 2026, 8:41 a.m. |
| NEDg | Description generation | batch_69c794ddbb688190b197a934c0afaea0 |
completed | March 28, 2026, 8:44 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c79531e0408190bbacba54914393f9 |
completed | March 28, 2026, 8:45 a.m. |
Created at: March 27, 2026, 2:32 p.m.