Triple

T9732510
Position Surface form Disambiguated ID Type / Status
Subject Nanterre–Préfecture to Vincennes E235978 entity
Predicate hasInterchangeWith P1018 FINISHED
Object Transilien lines at Gare de Lyon
Transilien lines at Gare de Lyon are suburban rail services of the Île-de-France network that connect Paris Gare de Lyon with various destinations in the surrounding region.
E818010 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: Transilien lines at Gare de Lyon | Statement: [Nanterre–Préfecture to Vincennes, hasInterchangeWith, Transilien lines at Gare de Lyon]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Transilien lines at Gare de Lyon
Context triple: [Nanterre–Préfecture to Vincennes, hasInterchangeWith, Transilien lines at Gare de Lyon]
  • A. Transilien Line L
    Transilien Line L is a suburban rail line in the Île-de-France network serving western Paris and its suburbs, notably running from Paris Saint-Lazare toward destinations such as Cergy-le-Haut and Versailles Rive Droite.
  • B. Transilien line D
    Transilien line D is a major commuter rail line in the Paris regional network, connecting northern and southern suburbs through central Paris as part of the Île-de-France public transport system.
  • C. Transilien Line P
    Transilien Line P is a suburban rail service in the Île-de-France region that connects Paris to eastern suburbs and towns such as Meaux, Château-Thierry, and Provins.
  • D. Transilien Line U
    Transilien Line U is a Paris suburban rail line operated by SNCF that connects La Défense to La Verrière via key stations such as Versailles-Chantiers.
  • E. Transilien line K
    Transilien line K is a suburban railway service in the Île-de-France region operated by SNCF, connecting Paris to northeastern suburbs and towns.
  • 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: Transilien lines at Gare de Lyon
Triple: [Nanterre–Préfecture to Vincennes, hasInterchangeWith, Transilien lines at Gare de Lyon]
Generated description
Transilien lines at Gare de Lyon are suburban rail services of the Île-de-France network that connect Paris Gare de Lyon with various destinations in the surrounding region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Transilien lines at Gare de Lyon
Target entity description: Transilien lines at Gare de Lyon are suburban rail services of the Île-de-France network that connect Paris Gare de Lyon with various destinations in the surrounding region.
  • A. Transilien Line L
    Transilien Line L is a suburban rail line in the Île-de-France network serving western Paris and its suburbs, notably running from Paris Saint-Lazare toward destinations such as Cergy-le-Haut and Versailles Rive Droite.
  • B. Transilien line D
    Transilien line D is a major commuter rail line in the Paris regional network, connecting northern and southern suburbs through central Paris as part of the Île-de-France public transport system.
  • C. Transilien Line P
    Transilien Line P is a suburban rail service in the Île-de-France region that connects Paris to eastern suburbs and towns such as Meaux, Château-Thierry, and Provins.
  • D. Transilien Line U
    Transilien Line U is a Paris suburban rail line operated by SNCF that connects La Défense to La Verrière via key stations such as Versailles-Chantiers.
  • E. Transilien line K
    Transilien line K is a suburban railway service in the Île-de-France region operated by SNCF, connecting Paris to northeastern suburbs and towns.
  • 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_69ca84d313e88190983ee6ffd0ef60d2 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cd9eb3d6e4819090b3c7fb92550c57 completed April 1, 2026, 10:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1afba5ec081908044a4aefdc6f9ee completed April 5, 2026, 12:41 a.m.
NEDg Description generation batch_69d1b0dde93881908fcec28de9cfa99d completed April 5, 2026, 12:46 a.m.
NED2 Entity disambiguation (via description) batch_69d1b1bbe6108190af17b75f79c0f465 completed April 5, 2026, 12:50 a.m.
Created at: March 30, 2026, 8:22 p.m.