Triple
T2501496
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Montluçon |
E52473
|
entity |
| Predicate | transport |
P230
|
FINISHED |
| Object |
Montluçon-Ville railway station
Montluçon-Ville railway station is the main passenger rail hub serving the town of Montluçon in central France, providing regional train connections to surrounding cities and areas.
|
E272564
|
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: Montluçon-Ville railway station | Statement: [Montluçon, transport, Montluçon-Ville railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Montluçon-Ville railway station Context triple: [Montluçon, transport, Montluçon-Ville railway station]
-
A.
Mâcon-Ville railway station
Mâcon-Ville railway station is a key regional rail hub in eastern France, serving the town of Mâcon with intercity and regional connections on the main line between Paris and Lyon.
-
B.
Melun railway station
Melun railway station is a key regional rail hub in the southern suburbs of Paris, serving as an important junction for commuter and long-distance trains on routes toward central and eastern France.
-
C.
Gare de Châteauroux
Gare de Châteauroux is the main railway station serving the town of Châteauroux in central France, providing regional and intercity train connections.
-
D.
Gare de Tulle
Gare de Tulle is the main railway station serving the town of Tulle in the Corrèze department of south-central France, providing regional train connections.
-
E.
Chartres station
Chartres station is a railway station in Chartres, France, serving as a regional hub with connections to Paris and other destinations in the Centre-Val de Loire region.
- 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: Montluçon-Ville railway station Triple: [Montluçon, transport, Montluçon-Ville railway station]
Generated description
Montluçon-Ville railway station is the main passenger rail hub serving the town of Montluçon in central France, providing regional train connections to surrounding cities and areas.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Montluçon-Ville railway station Target entity description: Montluçon-Ville railway station is the main passenger rail hub serving the town of Montluçon in central France, providing regional train connections to surrounding cities and areas.
-
A.
Mâcon-Ville railway station
Mâcon-Ville railway station is a key regional rail hub in eastern France, serving the town of Mâcon with intercity and regional connections on the main line between Paris and Lyon.
-
B.
Melun railway station
Melun railway station is a key regional rail hub in the southern suburbs of Paris, serving as an important junction for commuter and long-distance trains on routes toward central and eastern France.
-
C.
Gare de Châteauroux
Gare de Châteauroux is the main railway station serving the town of Châteauroux in central France, providing regional and intercity train connections.
-
D.
Gare de Tulle
Gare de Tulle is the main railway station serving the town of Tulle in the Corrèze department of south-central France, providing regional train connections.
-
E.
Chartres station
Chartres station is a railway station in Chartres, France, serving as a regional hub with connections to Paris and other destinations in the Centre-Val de Loire region.
- 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_69ab4957b3a88190adf968ae0c1b931c |
completed | March 6, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69abd1c9f80c8190b40ada396e184e75 |
completed | March 7, 2026, 7:20 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af1fa0e26481908e383a6d44b3f3d5 |
completed | March 9, 2026, 7:29 p.m. |
| NEDg | Description generation | batch_69af204c84c48190b56ee7c00bf2f996 |
completed | March 9, 2026, 7:32 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69af20fa30948190b2408ad9eefce79b |
completed | March 9, 2026, 7:35 p.m. |
Created at: March 6, 2026, 9:46 p.m.