Triple
T2571089
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Luxembourg–Thionville railway line |
E57666
|
entity |
| Predicate | links |
P2535
|
FINISHED |
| Object |
Thionville railway station
Thionville railway station is a major rail hub in northeastern France’s Moselle department, serving regional and international passenger traffic, including routes to Luxembourg.
|
E280380
|
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: Thionville railway station | Statement: [Luxembourg–Thionville railway line, links, Thionville railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Thionville railway station Context triple: [Luxembourg–Thionville railway line, links, Thionville railway station]
-
A.
Montargis railway station
Montargis railway station is a regional rail hub in central France that serves the town of Montargis on the important Paris–Lyon main line.
-
B.
Metz railway station
Metz railway station is a major historic rail hub in the city of Metz, France, known for its monumental German imperial architecture and role as a key regional and international transport gateway.
-
C.
Colmar station
Colmar station is a SEPTA Regional Rail stop in Colmar, Pennsylvania, serving commuters on the Lansdale/Doylestown Line.
-
D.
Gagny station
Gagny station is a suburban railway station in the eastern outskirts of Paris, France, serving the commune of Gagny on the regional RER network.
-
E.
Dijon-Ville railway station
Dijon-Ville railway station is the main train station in Dijon, France, serving as a key regional and national hub for high-speed and conventional rail 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: Thionville railway station Triple: [Luxembourg–Thionville railway line, links, Thionville railway station]
Generated description
Thionville railway station is a major rail hub in northeastern France’s Moselle department, serving regional and international passenger traffic, including routes to Luxembourg.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Thionville railway station Target entity description: Thionville railway station is a major rail hub in northeastern France’s Moselle department, serving regional and international passenger traffic, including routes to Luxembourg.
-
A.
Montargis railway station
Montargis railway station is a regional rail hub in central France that serves the town of Montargis on the important Paris–Lyon main line.
-
B.
Metz railway station
Metz railway station is a major historic rail hub in the city of Metz, France, known for its monumental German imperial architecture and role as a key regional and international transport gateway.
-
C.
Colmar station
Colmar station is a SEPTA Regional Rail stop in Colmar, Pennsylvania, serving commuters on the Lansdale/Doylestown Line.
-
D.
Gagny station
Gagny station is a suburban railway station in the eastern outskirts of Paris, France, serving the commune of Gagny on the regional RER network.
-
E.
Dijon-Ville railway station
Dijon-Ville railway station is the main train station in Dijon, France, serving as a key regional and national hub for high-speed and conventional rail 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_69ab4a51410081908501dcf8bad9adc4 |
completed | March 6, 2026, 9:42 p.m. |
| NER | Named-entity recognition | batch_69abd383dce881909411a38c6d37bc3a |
completed | March 7, 2026, 7:28 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af656d7dec81909ea0aae4506cf4e3 |
completed | March 10, 2026, 12:27 a.m. |
| NEDg | Description generation | batch_69af6756b9208190b7f7dc19f412c996 |
completed | March 10, 2026, 12:35 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69af67bdae888190acd5c086158f747d |
completed | March 10, 2026, 12:37 a.m. |
Created at: March 6, 2026, 9:48 p.m.