Triple

T9872382
Position Surface form Disambiguated ID Type / Status
Subject Transilien Line J E239987 entity
Predicate usesLine P1293 FINISHED
Object Ermont–Eaubonne–Valmondois railway
The Ermont–Eaubonne–Valmondois railway is a suburban rail line in the northern Île-de-France region that connects Parisian commuter towns and forms part of the Transilien network.
 E827412 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: Ermont–Eaubonne–Valmondois railway | Statement: [Transilien Line J, usesLine, Ermont–Eaubonne–Valmondois railway]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ermont–Eaubonne–Valmondois railway
Context triple: [Transilien Line J, usesLine, Ermont–Eaubonne–Valmondois railway]
  • A. Melun–Montereau railway
    The Melun–Montereau railway is a French regional rail line in the Île-de-France area that connects the town of Melun to Montereau, serving as part of the suburban commuter network southeast of Paris.
  • B. 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.
  • C. Melun–Montargis railway
    The Melun–Montargis railway is a French regional rail line in the Île-de-France and Centre-Val de Loire regions that connects the town of Melun with Montargis as part of the broader Parisian suburban and intercity network.
  • D. Pontoise–Creil railway
    The Pontoise–Creil railway is a regional rail line in northern France that connects the town of Pontoise to Creil, serving various suburban and commuter communities in the Île-de-France and Oise areas.
  • E. Paris–Laon railway
    The Paris–Laon railway is a French rail line connecting the capital city Paris with the northern town of Laon, serving intermediate communities in the Île-de-France and Hauts-de-France regions.
  • 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: Ermont–Eaubonne–Valmondois railway
Triple: [Transilien Line J, usesLine, Ermont–Eaubonne–Valmondois railway]
Generated description
The Ermont–Eaubonne–Valmondois railway is a suburban rail line in the northern Île-de-France region that connects Parisian commuter towns and forms part of the Transilien network.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ermont–Eaubonne–Valmondois railway
Target entity description: The Ermont–Eaubonne–Valmondois railway is a suburban rail line in the northern Île-de-France region that connects Parisian commuter towns and forms part of the Transilien network.
  • A. Melun–Montereau railway
    The Melun–Montereau railway is a French regional rail line in the Île-de-France area that connects the town of Melun to Montereau, serving as part of the suburban commuter network southeast of Paris.
  • B. 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.
  • C. Melun–Montargis railway
    The Melun–Montargis railway is a French regional rail line in the Île-de-France and Centre-Val de Loire regions that connects the town of Melun with Montargis as part of the broader Parisian suburban and intercity network.
  • D. Pontoise–Creil railway
    The Pontoise–Creil railway is a regional rail line in northern France that connects the town of Pontoise to Creil, serving various suburban and commuter communities in the Île-de-France and Oise areas.
  • E. Paris–Laon railway
    The Paris–Laon railway is a French rail line connecting the capital city Paris with the northern town of Laon, serving intermediate communities in the Île-de-France and Hauts-de-France regions.
  • 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_69ca84e8a0788190b9061811d50fd554 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cdb3f5cc948190b03186b867c92229 completed April 2, 2026, 12:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69d1eae2189c81909629e4bd46097051 completed April 5, 2026, 4:53 a.m.
NEDg Description generation batch_69d1ebec25508190ac4c0adb629f79b0 completed April 5, 2026, 4:58 a.m.
NED2 Entity disambiguation (via description) batch_69d1ec65d5e881909e4caa180b0f8867 completed April 5, 2026, 5 a.m.
Created at: March 30, 2026, 8:37 p.m.