Triple

T15180826
Position Surface form Disambiguated ID Type / Status
Subject Puget-Théniers E362737 entity
Predicate locatedOnRailwayLine P848 FINISHED
Object Nice–Digne-les-Bains railway
The Nice–Digne-les-Bains railway is a historic narrow-gauge regional rail line in southeastern France that connects the coastal city of Nice with the inland town of Digne-les-Bains through the Alps.
E1141485 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: Nice–Digne-les-Bains railway | Statement: [Puget-Théniers, locatedOnRailwayLine, Nice–Digne-les-Bains railway]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Nice–Digne-les-Bains railway
Context triple: [Puget-Théniers, locatedOnRailwayLine, Nice–Digne-les-Bains railway]
  • A. 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.
  • B. Moret–Lyon railway
    The Moret–Lyon railway is a major French rail line connecting the Paris region to Lyon via central France, historically important for both passenger and freight traffic.
  • C. 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.
  • D. Maurienne railway line
    The Maurienne railway line is a major rail route through the Maurienne Valley in the French Alps, forming part of a key international corridor between France and Italy.
  • E. Béziers–Neussargues railway
    The Béziers–Neussargues railway is a French rail line crossing the Massif Central, noted for its dramatic mountain scenery and engineering works such as the Garabit Viaduct.
  • 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: Nice–Digne-les-Bains railway
Triple: [Puget-Théniers, locatedOnRailwayLine, Nice–Digne-les-Bains railway]
Generated description
The Nice–Digne-les-Bains railway is a historic narrow-gauge regional rail line in southeastern France that connects the coastal city of Nice with the inland town of Digne-les-Bains through the Alps.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Nice–Digne-les-Bains railway
Target entity description: The Nice–Digne-les-Bains railway is a historic narrow-gauge regional rail line in southeastern France that connects the coastal city of Nice with the inland town of Digne-les-Bains through the Alps.
  • A. 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.
  • B. Moret–Lyon railway
    The Moret–Lyon railway is a major French rail line connecting the Paris region to Lyon via central France, historically important for both passenger and freight traffic.
  • C. 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.
  • D. Maurienne railway line
    The Maurienne railway line is a major rail route through the Maurienne Valley in the French Alps, forming part of a key international corridor between France and Italy.
  • E. Béziers–Neussargues railway
    The Béziers–Neussargues railway is a French rail line crossing the Massif Central, noted for its dramatic mountain scenery and engineering works such as the Garabit Viaduct.
  • 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_69d85a09a39c81908759f23268e2d408 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e00664caac81909bee1268264769f8 completed April 15, 2026, 9:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69fec89210e081909e8077fa2487c40e completed May 9, 2026, 5:39 a.m.
NEDg Description generation batch_69fec998bd908190a14574b9e08cab4a completed May 9, 2026, 5:43 a.m.
NED2 Entity disambiguation (via description) batch_69feca58c02081909b8ee4066297e194 completed May 9, 2026, 5:47 a.m.
Created at: April 10, 2026, 3:09 a.m.