Triple

T16113281
Position Surface form Disambiguated ID Type / Status
Subject Gare d’Annemasse E390933 entity
Predicate railwayLine P848 FINISHED
Object La Roche-sur-Foron–Annemasse railway
The La Roche-sur-Foron–Annemasse railway is a regional rail line in southeastern France that connects the town of La Roche-sur-Foron to the cross-border hub of Annemasse near the Swiss border.
E1196513 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–Annemasse railway | Statement: [Gare d’Annemasse, railwayLine, La Roche-sur-Foron–Annemasse railway]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: La Roche-sur-Foron–Annemasse railway
Context triple: [Gare d’Annemasse, railwayLine, La Roche-sur-Foron–Annemasse railway]
  • A. Aigle–Ollon–Monthey–Champéry railway
    The Aigle–Ollon–Monthey–Champéry railway is a Swiss metre-gauge mountain railway line in the canton of Vaud and Valais that connects the town of Aigle with nearby alpine resorts, serving both local transport and tourism.
  • B. Dijon–Vallorbe railway
    The Dijon–Vallorbe railway is an international rail line linking Dijon in France to Vallorbe in Switzerland, forming a key route across the Jura for both passenger and freight traffic.
  • C. Annemasse–Geneva railway
    The Annemasse–Geneva railway is a cross-border rail line linking the French town of Annemasse with the Swiss city of Geneva, serving as an important regional and international commuter route.
  • D. Aigle–Leysin railway line
    The Aigle–Leysin railway line is a Swiss mountain railway connecting the town of Aigle with the alpine resort of Leysin in the canton of Vaud.
  • E. 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.
  • 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–Annemasse railway
Triple: [Gare d’Annemasse, railwayLine, La Roche-sur-Foron–Annemasse railway]
Generated description
The La Roche-sur-Foron–Annemasse railway is a regional rail line in southeastern France that connects the town of La Roche-sur-Foron to the cross-border hub of Annemasse near the Swiss border.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: La Roche-sur-Foron–Annemasse railway
Target entity description: The La Roche-sur-Foron–Annemasse railway is a regional rail line in southeastern France that connects the town of La Roche-sur-Foron to the cross-border hub of Annemasse near the Swiss border.
  • A. Aigle–Ollon–Monthey–Champéry railway
    The Aigle–Ollon–Monthey–Champéry railway is a Swiss metre-gauge mountain railway line in the canton of Vaud and Valais that connects the town of Aigle with nearby alpine resorts, serving both local transport and tourism.
  • B. Dijon–Vallorbe railway
    The Dijon–Vallorbe railway is an international rail line linking Dijon in France to Vallorbe in Switzerland, forming a key route across the Jura for both passenger and freight traffic.
  • C. Annemasse–Geneva railway
    The Annemasse–Geneva railway is a cross-border rail line linking the French town of Annemasse with the Swiss city of Geneva, serving as an important regional and international commuter route.
  • D. Aigle–Leysin railway line
    The Aigle–Leysin railway line is a Swiss mountain railway connecting the town of Aigle with the alpine resort of Leysin in the canton of Vaud.
  • E. 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.
  • 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_69d87f1a8dd881909f1de6ef78849874 completed April 10, 2026, 4:39 a.m.
NER Named-entity recognition batch_69e20168bf98819093c3260d4fde2b53 completed April 17, 2026, 9:46 a.m.
NED1 Entity disambiguation (via context triple) batch_69fff2a44cb48190abe3b1ea27349734 completed May 10, 2026, 2:51 a.m.
NEDg Description generation batch_69fff3b25ba081909c396431ace865ac completed May 10, 2026, 2:55 a.m.
NED2 Entity disambiguation (via description) batch_69fff4a2964c8190bfa8c2fa0f934abe completed May 10, 2026, 2:59 a.m.
Created at: April 10, 2026, 5 a.m.