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.