Triple
T8364427
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Saint-Amand-Montrond |
E197089
|
entity |
| Predicate | hasTransport |
P1298
|
FINISHED |
| Object |
Saint-Amand-Montrond railway station
Saint-Amand-Montrond railway station is a regional train station in central France serving the town of Saint-Amand-Montrond and its surrounding area.
|
E728019
|
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: Saint-Amand-Montrond railway station | Statement: [Saint-Amand-Montrond, hasTransport, Saint-Amand-Montrond railway station]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Saint-Amand-Montrond railway station Context triple: [Saint-Amand-Montrond, hasTransport, Saint-Amand-Montrond railway station]
-
A.
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.
-
B.
Marmande station
Marmande station is a railway station in Marmande, France, serving regional and intercity train services in the Nouvelle-Aquitaine region.
-
C.
Chêne-Bourg station
Chêne-Bourg station is a railway station in the Geneva canton of Switzerland that serves as a stop on the regional Léman Express network.
-
D.
Remoulins railway station
Remoulins railway station is a local train station in the town of Remoulins in southern France, serving regional rail passengers and connecting the area to the wider rail network.
-
E.
Lucien-L’Allier station
Lucien-L’Allier station is a downtown Montreal commuter rail and metro hub that serves as a key access point to the nearby Bell Centre and surrounding business district.
- 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: Saint-Amand-Montrond railway station Triple: [Saint-Amand-Montrond, hasTransport, Saint-Amand-Montrond railway station]
Generated description
Saint-Amand-Montrond railway station is a regional train station in central France serving the town of Saint-Amand-Montrond and its surrounding area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Saint-Amand-Montrond railway station Target entity description: Saint-Amand-Montrond railway station is a regional train station in central France serving the town of Saint-Amand-Montrond and its surrounding area.
-
A.
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.
-
B.
Marmande station
Marmande station is a railway station in Marmande, France, serving regional and intercity train services in the Nouvelle-Aquitaine region.
-
C.
Chêne-Bourg station
Chêne-Bourg station is a railway station in the Geneva canton of Switzerland that serves as a stop on the regional Léman Express network.
-
D.
Remoulins railway station
Remoulins railway station is a local train station in the town of Remoulins in southern France, serving regional rail passengers and connecting the area to the wider rail network.
-
E.
Lucien-L’Allier station
Lucien-L’Allier station is a downtown Montreal commuter rail and metro hub that serves as a key access point to the nearby Bell Centre and surrounding business district.
- 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_69ca82f2dbe48190aba982e75a0d94de |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cb808a67f88190849152102bfeb574 |
completed | March 31, 2026, 8:06 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cdc78497cc8190a88bb5934f31e1f7 |
completed | April 2, 2026, 1:33 a.m. |
| NEDg | Description generation | batch_69cdcc88456c8190ba8613b4cbf40fbb |
completed | April 2, 2026, 1:55 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cdcd75714881908f0b069a94ee334f |
completed | April 2, 2026, 1:59 a.m. |
Created at: March 30, 2026, 6 p.m.