Triple
T9481406
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Maubeuge |
E228647
|
entity |
| Predicate | hasRailwayStation |
P918
|
FINISHED |
| Object |
Gare de Maubeuge
Gare de Maubeuge is the main railway station serving the town of Maubeuge in northern France, providing regional and intercity rail connections.
|
E803047
|
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: Gare de Maubeuge | Statement: [Maubeuge, hasRailwayStation, Gare de Maubeuge]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gare de Maubeuge Context triple: [Maubeuge, hasRailwayStation, Gare de Maubeuge]
-
A.
Gare de Bitche
Gare de Bitche is the main railway station serving the town of Bitche in northeastern France, providing regional train connections for local passengers.
-
B.
Gare de Molsheim
Gare de Molsheim is the main railway station serving the town of Molsheim in the Bas-Rhin department of northeastern France, providing regional connections within the Alsace area.
-
C.
Gare de Valenciennes
Gare de Valenciennes is the main railway station serving the city of Valenciennes in northern France, providing regional and intercity train connections.
-
D.
Gare de Béthune
Gare de Béthune is the main railway station serving the town of Béthune in the Pas-de-Calais department of northern France, providing regional and intercity train connections.
-
E.
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.
- 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: Gare de Maubeuge Triple: [Maubeuge, hasRailwayStation, Gare de Maubeuge]
Generated description
Gare de Maubeuge is the main railway station serving the town of Maubeuge in northern France, providing regional and intercity rail connections.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gare de Maubeuge Target entity description: Gare de Maubeuge is the main railway station serving the town of Maubeuge in northern France, providing regional and intercity rail connections.
-
A.
Gare de Bitche
Gare de Bitche is the main railway station serving the town of Bitche in northeastern France, providing regional train connections for local passengers.
-
B.
Gare de Molsheim
Gare de Molsheim is the main railway station serving the town of Molsheim in the Bas-Rhin department of northeastern France, providing regional connections within the Alsace area.
-
C.
Gare de Valenciennes
Gare de Valenciennes is the main railway station serving the city of Valenciennes in northern France, providing regional and intercity train connections.
-
D.
Gare de Béthune
Gare de Béthune is the main railway station serving the town of Béthune in the Pas-de-Calais department of northern France, providing regional and intercity train connections.
-
E.
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.
- 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_69ca84730a5081908de282651019bf2f |
completed | March 30, 2026, 2:10 p.m. |
| NER | Named-entity recognition | batch_69cd8018645c8190823d82a93635b345 |
completed | April 1, 2026, 8:29 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d12cfebb6c8190af3296c7bfd8b3e4 |
completed | April 4, 2026, 3:23 p.m. |
| NEDg | Description generation | batch_69d12eba9968819085b9ec027c6e2814 |
completed | April 4, 2026, 3:31 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d12f1ccad08190907b812a12efa65b |
completed | April 4, 2026, 3:32 p.m. |
Created at: March 30, 2026, 7:54 p.m.