Triple
T14647628
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marignier |
E343893
|
entity |
| Predicate | railwayLine |
P848
|
FINISHED |
| Object |
La Roche-sur-Foron–Saint-Gervais-les-Bains-Le Fayet railway
The La Roche-sur-Foron–Saint-Gervais-les-Bains-Le Fayet railway is a regional rail line in the French Alps that connects La Roche-sur-Foron to the spa and mountain resort area of Saint-Gervais-les-Bains-Le Fayet.
|
E1111895
|
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: La Roche-sur-Foron–Saint-Gervais-les-Bains-Le Fayet railway | Statement: [Marignier, railwayLine, La Roche-sur-Foron–Saint-Gervais-les-Bains-Le Fayet railway]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: La Roche-sur-Foron–Saint-Gervais-les-Bains-Le Fayet railway Context triple: [Marignier, railwayLine, La Roche-sur-Foron–Saint-Gervais-les-Bains-Le Fayet railway]
-
A.
Thonon-les-Bains railway line
The Thonon-les-Bains railway line is a regional rail route in eastern France that connects the spa town of Thonon-les-Bains to the wider rail network along the southern shore of Lake Geneva.
-
B.
Bellegarde–Bourg-en-Bresse railway
The Bellegarde–Bourg-en-Bresse railway is a regional rail line in eastern France that connects the town of Bellegarde-sur-Valserine with Bourg-en-Bresse, forming part of the area’s passenger and freight transport network.
-
C.
Dijon–Saint-Amour railway
The Dijon–Saint-Amour railway is a regional rail line in eastern France that connects the city of Dijon with Saint-Amour, serving as part of the broader network linking Burgundy to the Jura region.
-
D.
Ambérieu–Mâcon railway
The Ambérieu–Mâcon railway is a rail line in eastern France that connects the town of Ambérieu-en-Bugey with Mâcon, forming part of the regional transport network in the Auvergne-Rhône-Alpes area.
-
E.
Le Creusot–Montchanin–Paray-le-Monial line
The Le Creusot–Montchanin–Paray-le-Monial line is a regional railway route in eastern France that connects several towns in the Saône-et-Loire department, serving as a local passenger and freight corridor.
- 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: La Roche-sur-Foron–Saint-Gervais-les-Bains-Le Fayet railway Triple: [Marignier, railwayLine, La Roche-sur-Foron–Saint-Gervais-les-Bains-Le Fayet railway]
Generated description
The La Roche-sur-Foron–Saint-Gervais-les-Bains-Le Fayet railway is a regional rail line in the French Alps that connects La Roche-sur-Foron to the spa and mountain resort area of Saint-Gervais-les-Bains-Le Fayet.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: La Roche-sur-Foron–Saint-Gervais-les-Bains-Le Fayet railway Target entity description: The La Roche-sur-Foron–Saint-Gervais-les-Bains-Le Fayet railway is a regional rail line in the French Alps that connects La Roche-sur-Foron to the spa and mountain resort area of Saint-Gervais-les-Bains-Le Fayet.
-
A.
Thonon-les-Bains railway line
The Thonon-les-Bains railway line is a regional rail route in eastern France that connects the spa town of Thonon-les-Bains to the wider rail network along the southern shore of Lake Geneva.
-
B.
Bellegarde–Bourg-en-Bresse railway
The Bellegarde–Bourg-en-Bresse railway is a regional rail line in eastern France that connects the town of Bellegarde-sur-Valserine with Bourg-en-Bresse, forming part of the area’s passenger and freight transport network.
-
C.
Dijon–Saint-Amour railway
The Dijon–Saint-Amour railway is a regional rail line in eastern France that connects the city of Dijon with Saint-Amour, serving as part of the broader network linking Burgundy to the Jura region.
-
D.
Ambérieu–Mâcon railway
The Ambérieu–Mâcon railway is a rail line in eastern France that connects the town of Ambérieu-en-Bugey with Mâcon, forming part of the regional transport network in the Auvergne-Rhône-Alpes area.
-
E.
Le Creusot–Montchanin–Paray-le-Monial line
The Le Creusot–Montchanin–Paray-le-Monial line is a regional railway route in eastern France that connects several towns in the Saône-et-Loire department, serving as a local passenger and freight corridor.
- 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_69d822e1a2cc81908e5bb93cf61ce3cc |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69deb4ebe8048190a2935d00c9cfd8be |
completed | April 14, 2026, 9:43 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fdd5d7915c8190ae690810110c0b60 |
completed | May 8, 2026, 12:23 p.m. |
| NEDg | Description generation | batch_69fdd79da64c8190b6ab426b2808e23f |
completed | May 8, 2026, 12:31 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fdd85637148190a69211e72b1230d9 |
completed | May 8, 2026, 12:34 p.m. |
Created at: April 10, 2026, 1:26 a.m.