Triple

T2684299
Position Surface form Disambiguated ID Type / Status
Subject Le Puy-en-Velay E57445 entity
Predicate hasTransport P1298 FINISHED
Object Le Puy-en-Velay railway station
Le Puy-en-Velay railway station is the main train station serving the town of Le Puy-en-Velay in south-central France, providing regional rail connections for passengers traveling to and from the area.
 E287497 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-en-Velay railway station | Statement: [Le Puy-en-Velay, hasTransport, Le Puy-en-Velay railway station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Le Puy-en-Velay railway station
Context triple: [Le Puy-en-Velay, hasTransport, Le Puy-en-Velay railway station]
  • A. Lyon-Gorge-de-Loup station
    Lyon-Gorge-de-Loup station is a transport hub in Lyon, France, serving as a key interchange between regional rail and the city’s metro and bus networks.
  • B. Loulé railway station
    Loulé railway station is a regional train station in the Algarve region of southern Portugal, serving the town of Loulé and nearby coastal tourist areas.
  • C. Brive-la-Gaillarde railway station
    Brive-la-Gaillarde railway station is a major regional rail hub in central France, providing passenger services that connect the town of Brive-la-Gaillarde with numerous destinations across the country.
  • D. Avignon-Centre station
    Avignon-Centre station is the main historic railway station serving the city of Avignon in southeastern France, providing regional and national train connections.
  • E. Aix-en-Provence TGV station
    Aix-en-Provence TGV station is a high-speed railway station in southern France serving the city of Aix-en-Provence with TGV connections on the national high-speed network.
  • 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-en-Velay railway station
Triple: [Le Puy-en-Velay, hasTransport, Le Puy-en-Velay railway station]
Generated description
Le Puy-en-Velay railway station is the main train station serving the town of Le Puy-en-Velay in south-central France, providing regional rail connections for passengers traveling to and from the area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Le Puy-en-Velay railway station
Target entity description: Le Puy-en-Velay railway station is the main train station serving the town of Le Puy-en-Velay in south-central France, providing regional rail connections for passengers traveling to and from the area.
  • A. Lyon-Gorge-de-Loup station
    Lyon-Gorge-de-Loup station is a transport hub in Lyon, France, serving as a key interchange between regional rail and the city’s metro and bus networks.
  • B. Loulé railway station
    Loulé railway station is a regional train station in the Algarve region of southern Portugal, serving the town of Loulé and nearby coastal tourist areas.
  • C. Brive-la-Gaillarde railway station
    Brive-la-Gaillarde railway station is a major regional rail hub in central France, providing passenger services that connect the town of Brive-la-Gaillarde with numerous destinations across the country.
  • D. Avignon-Centre station
    Avignon-Centre station is the main historic railway station serving the city of Avignon in southeastern France, providing regional and national train connections.
  • E. Aix-en-Provence TGV station
    Aix-en-Provence TGV station is a high-speed railway station in southern France serving the city of Aix-en-Provence with TGV connections on the national high-speed network.
  • 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_69ab4a5028388190a36f3baf1588309e completed March 6, 2026, 9:42 p.m.
NER Named-entity recognition batch_69abd9d7692c81909d8fd9ce3817161b completed March 7, 2026, 7:55 a.m.
NED1 Entity disambiguation (via context triple) batch_69afa0700d548190944544495a2d42f6 completed March 10, 2026, 4:39 a.m.
NEDg Description generation batch_69afa1196aac81909b25557dff5acf5e completed March 10, 2026, 4:42 a.m.
NED2 Entity disambiguation (via description) batch_69afa1a7d9b48190a8b14a7d209e1f26 completed March 10, 2026, 4:44 a.m.
Created at: March 6, 2026, 9:54 p.m.