Triple
T5524164
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Montbrison |
E144882
|
entity |
| Predicate | hasRailwayStation |
P918
|
FINISHED |
| Object |
Gare de Montbrison
Gare de Montbrison is the main railway station serving the town of Montbrison in central France, providing regional train connections within the Loire department.
|
E528567
|
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 Montbrison | Statement: [Montbrison, hasRailwayStation, Gare de Montbrison]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gare de Montbrison Context triple: [Montbrison, hasRailwayStation, Gare de Montbrison]
-
A.
Gare d'Issoire
Gare d'Issoire is the main railway station serving the town of Issoire in the Puy-de-Dôme department of central France, providing regional train connections.
-
B.
Gare de Villeurbanne
Gare de Villeurbanne is a tram and rail station in the eastern suburbs of Lyon, France, serving the commune of Villeurbanne as part of the city’s public transport network.
-
C.
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.
-
D.
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.
-
E.
Lyon-Gorge-de-Loup station
Lyon-Gorge-de-Loup station is a transport hub in Lyon, France, serving as a key interchange between regional rail and the city’s metro and bus networks.
- 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 Montbrison Triple: [Montbrison, hasRailwayStation, Gare de Montbrison]
Generated description
Gare de Montbrison is the main railway station serving the town of Montbrison in central France, providing regional train connections within the Loire department.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gare de Montbrison Target entity description: Gare de Montbrison is the main railway station serving the town of Montbrison in central France, providing regional train connections within the Loire department.
-
A.
Gare d'Issoire
Gare d'Issoire is the main railway station serving the town of Issoire in the Puy-de-Dôme department of central France, providing regional train connections.
-
B.
Gare de Villeurbanne
Gare de Villeurbanne is a tram and rail station in the eastern suburbs of Lyon, France, serving the commune of Villeurbanne as part of the city’s public transport network.
-
C.
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.
-
D.
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.
-
E.
Lyon-Gorge-de-Loup station
Lyon-Gorge-de-Loup station is a transport hub in Lyon, France, serving as a key interchange between regional rail and the city’s metro and bus networks.
- 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_69c008f873a481909b4d9f7e2db3c37d |
completed | March 22, 2026, 3:21 p.m. |
| NER | Named-entity recognition | batch_69c01f85c8508190a0a089402b49a04f |
completed | March 22, 2026, 4:57 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c027f6aa1c8190b639c317c7d60f64 |
completed | March 22, 2026, 5:33 p.m. |
| NEDg | Description generation | batch_69c033dc91e08190888fb6e94027fbdb |
completed | March 22, 2026, 6:24 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c03460b21481908b78aa4bdc989d2c |
completed | March 22, 2026, 6:26 p.m. |
Created at: March 22, 2026, 3:34 p.m.