Triple

T16073262
Position Surface form Disambiguated ID Type / Status
Subject Transilien Line H E389916 entity
Predicate usesInfrastructure P6820 FINISHED
Object Épinay–Le Tréport railway
The Épinay–Le Tréport railway is a French rail line connecting the northern suburbs of Paris to the coastal town of Le Tréport on the English Channel.
E1194730 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: Épinay–Le Tréport railway | Statement: [Transilien Line H, usesInfrastructure, Épinay–Le Tréport railway]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Épinay–Le Tréport railway
Context triple: [Transilien Line H, usesInfrastructure, Épinay–Le Tréport railway]
  • A. Paris–Argenteuil railway
    The Paris–Argenteuil railway is a suburban rail line in the Île-de-France region that connects central Paris with the northwestern suburb of Argenteuil as part of the city’s commuter rail network.
  • B. Paris–Mantes-la-Jolie railway
    The Paris–Mantes-la-Jolie railway is a major suburban and regional rail line in the Île-de-France region of France that connects central Paris with the town of Mantes-la-Jolie and forms part of key commuter and intercity routes to Normandy.
  • C. Paris–Pontoise railway
    The Paris–Pontoise railway is a suburban rail route in the Île-de-France region that connects central Paris with the town of Pontoise, serving as part of the commuter network around the French capital.
  • D. Paris–Crépy-en-Valois railway
    The Paris–Crépy-en-Valois railway is a regional rail line in northern France connecting Paris to the town of Crépy-en-Valois, serving commuter and local passenger traffic.
  • E. Paris–Versailles–Rive-Droite railway
    The Paris–Versailles–Rive-Droite railway is a historic suburban rail line in the Île-de-France region that connects central Paris to the western suburb of Versailles.
  • 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: Épinay–Le Tréport railway
Triple: [Transilien Line H, usesInfrastructure, Épinay–Le Tréport railway]
Generated description
The Épinay–Le Tréport railway is a French rail line connecting the northern suburbs of Paris to the coastal town of Le Tréport on the English Channel.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Épinay–Le Tréport railway
Target entity description: The Épinay–Le Tréport railway is a French rail line connecting the northern suburbs of Paris to the coastal town of Le Tréport on the English Channel.
  • A. Paris–Argenteuil railway
    The Paris–Argenteuil railway is a suburban rail line in the Île-de-France region that connects central Paris with the northwestern suburb of Argenteuil as part of the city’s commuter rail network.
  • B. Paris–Mantes-la-Jolie railway
    The Paris–Mantes-la-Jolie railway is a major suburban and regional rail line in the Île-de-France region of France that connects central Paris with the town of Mantes-la-Jolie and forms part of key commuter and intercity routes to Normandy.
  • C. Paris–Pontoise railway
    The Paris–Pontoise railway is a suburban rail route in the Île-de-France region that connects central Paris with the town of Pontoise, serving as part of the commuter network around the French capital.
  • D. Paris–Crépy-en-Valois railway
    The Paris–Crépy-en-Valois railway is a regional rail line in northern France connecting Paris to the town of Crépy-en-Valois, serving commuter and local passenger traffic.
  • E. Paris–Versailles–Rive-Droite railway
    The Paris–Versailles–Rive-Droite railway is a historic suburban rail line in the Île-de-France region that connects central Paris to the western suburb of Versailles.
  • 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_69d86daf32ec8190a8c0466c8f49c3c0 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e183c0390c8190b0da263cccec14e5 completed April 17, 2026, 12:50 a.m.
NED1 Entity disambiguation (via context triple) batch_69ffeb8f12708190956f203a3e58e18b completed May 10, 2026, 2:21 a.m.
NEDg Description generation batch_69ffec5cc1808190ae622027804b43f2 completed May 10, 2026, 2:24 a.m.
NED2 Entity disambiguation (via description) batch_69ffed56235c8190b2075cce605ecf03 completed May 10, 2026, 2:28 a.m.
Created at: April 10, 2026, 4:57 a.m.