Triple

T12073987
Position Surface form Disambiguated ID Type / Status
Subject Le Puy-en-Velay railway station E287497 entity
Predicate railwayLine P848 FINISHED
Object Le Puy–Saint-Georges-d'Aurac railway
The Le Puy–Saint-Georges-d'Aurac railway is a regional rail line in south-central France that connects the town of Le Puy-en-Velay to the main railway junction at Saint-Georges-d'Aurac.
E965986 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: Le Puy–Saint-Georges-d'Aurac railway | Statement: [Le Puy-en-Velay railway station, railwayLine, Le Puy–Saint-Georges-d'Aurac railway]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Le Puy–Saint-Georges-d'Aurac railway
Context triple: [Le Puy-en-Velay railway station, railwayLine, Le Puy–Saint-Georges-d'Aurac railway]
  • A. 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.
  • B. Limoges–Ussel railway
    The Limoges–Ussel railway is a regional rail line in central France that connects the city of Limoges with the town of Ussel across the Limousin and Auvergne regions.
  • C. Lison–Lamballe railway
    The Lison–Lamballe railway is a regional rail line in northwestern France that connects towns in Normandy and Brittany, serving both passenger and local freight traffic.
  • 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. Brive–Ussel railway
    The Brive–Ussel railway is a regional rail line in central France that connects the town of Brive-la-Gaillarde with Ussel, serving as an important link across the Corrèze department.
  • 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: Le Puy–Saint-Georges-d'Aurac railway
Triple: [Le Puy-en-Velay railway station, railwayLine, Le Puy–Saint-Georges-d'Aurac railway]
Generated description
The Le Puy–Saint-Georges-d'Aurac railway is a regional rail line in south-central France that connects the town of Le Puy-en-Velay to the main railway junction at Saint-Georges-d'Aurac.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Le Puy–Saint-Georges-d'Aurac railway
Target entity description: The Le Puy–Saint-Georges-d'Aurac railway is a regional rail line in south-central France that connects the town of Le Puy-en-Velay to the main railway junction at Saint-Georges-d'Aurac.
  • A. 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.
  • B. Limoges–Ussel railway
    The Limoges–Ussel railway is a regional rail line in central France that connects the city of Limoges with the town of Ussel across the Limousin and Auvergne regions.
  • C. Lison–Lamballe railway
    The Lison–Lamballe railway is a regional rail line in northwestern France that connects towns in Normandy and Brittany, serving both passenger and local freight traffic.
  • 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. Brive–Ussel railway
    The Brive–Ussel railway is a regional rail line in central France that connects the town of Brive-la-Gaillarde with Ussel, serving as an important link across the Corrèze department.
  • 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_69d6ab4846e081908ee7bbd66a6d3459 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d9045bbc508190abf6e3316701e587 completed April 10, 2026, 2:08 p.m.
NED1 Entity disambiguation (via context triple) batch_69f5f65ed5908190a0082796366a8825 completed May 2, 2026, 1:04 p.m.
NEDg Description generation batch_69f600b51f488190a85a8f10f190b3c0 completed May 2, 2026, 1:48 p.m.
NED2 Entity disambiguation (via description) batch_69f601ef0a9c8190ac922562a8856def completed May 2, 2026, 1:53 p.m.
Created at: April 8, 2026, 9:48 p.m.