Triple

T13340217
Position Surface form Disambiguated ID Type / Status
Subject arrondissement of Nîmes E317803 entity
Predicate hasTransportInfrastructure P2560 FINISHED
Object Nîmes railway network
The Nîmes railway network is the system of rail lines and stations serving the city of Nîmes and its surrounding area in southern France, connecting it to regional and national routes.
 E1034569 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: Nîmes railway network | Statement: [arrondissement of Nîmes, hasTransportInfrastructure, Nîmes railway network]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Nîmes railway network
Context triple: [arrondissement of Nîmes, hasTransportInfrastructure, Nîmes railway network]
  • A. Saint-Germain-des-Fossés–Nîmes railway
    The Saint-Germain-des-Fossés–Nîmes railway is a major French rail line that links central France to the Mediterranean region, serving numerous towns and cities along its north–south route.
  • B. 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.
  • C. Provence-Alpes-Côte d'Azur regional rail network
    The Provence-Alpes-Côte d'Azur regional rail network is a French regional train system serving cities, towns, and coastal areas across the Provence-Alpes-Côte d'Azur region in southeastern France.
  • D. Toulouse–Auch railway
    The Toulouse–Auch railway is a regional rail line in southwestern France that connects the city of Toulouse with the town of Auch, serving intermediate suburban and rural communities.
  • E. Lyon–Marseille railway
    The Lyon–Marseille railway is a major French rail corridor linking the inland metropolis of Lyon with the Mediterranean port city of Marseille, serving as a key axis for both passenger and freight transport in southeastern France.
  • 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: Nîmes railway network
Triple: [arrondissement of Nîmes, hasTransportInfrastructure, Nîmes railway network]
Generated description
The Nîmes railway network is the system of rail lines and stations serving the city of Nîmes and its surrounding area in southern France, connecting it to regional and national routes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Nîmes railway network
Target entity description: The Nîmes railway network is the system of rail lines and stations serving the city of Nîmes and its surrounding area in southern France, connecting it to regional and national routes.
  • A. Saint-Germain-des-Fossés–Nîmes railway
    The Saint-Germain-des-Fossés–Nîmes railway is a major French rail line that links central France to the Mediterranean region, serving numerous towns and cities along its north–south route.
  • B. 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.
  • C. Provence-Alpes-Côte d'Azur regional rail network
    The Provence-Alpes-Côte d'Azur regional rail network is a French regional train system serving cities, towns, and coastal areas across the Provence-Alpes-Côte d'Azur region in southeastern France.
  • D. Toulouse–Auch railway
    The Toulouse–Auch railway is a regional rail line in southwestern France that connects the city of Toulouse with the town of Auch, serving intermediate suburban and rural communities.
  • E. Lyon–Marseille railway
    The Lyon–Marseille railway is a major French rail corridor linking the inland metropolis of Lyon with the Mediterranean port city of Marseille, serving as a key axis for both passenger and freight transport in southeastern France.
  • 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_69d806b5a3c08190b42c267fb092f98a completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d99d01bf8481908cd3a99e5557b972 completed April 11, 2026, 12:59 a.m.
NED1 Entity disambiguation (via context triple) batch_69f71f3ecf4c8190bb9eee699859dc08 completed May 3, 2026, 10:11 a.m.
NEDg Description generation batch_69f72018c4848190941732e3a938278a completed May 3, 2026, 10:14 a.m.
NED2 Entity disambiguation (via description) batch_69f720bf04548190833af70061b017a1 completed May 3, 2026, 10:17 a.m.
Created at: April 9, 2026, 9:31 p.m.