Triple

T9088927
Position Surface form Disambiguated ID Type / Status
Subject Paris Métro line 12 E217827 entity
Predicate depot P14646 FINISHED
Object Ateliers d’Issy-les-Moulineaux
Ateliers d’Issy-les-Moulineaux is a maintenance and storage facility for trains serving Paris Métro Line 12, located in the southwestern suburbs of Paris.
E777572 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: Ateliers d’Issy-les-Moulineaux | Statement: [Paris Métro line 12, depot, Ateliers d’Issy-les-Moulineaux]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ateliers d’Issy-les-Moulineaux
Context triple: [Paris Métro line 12, depot, Ateliers d’Issy-les-Moulineaux]
  • A. Studio des Ursulines, Paris
    Studio des Ursulines, Paris is a historic avant-garde cinema in Paris renowned for hosting early screenings of groundbreaking surrealist films.
  • B. Atelier du Midi
    Atelier du Midi is the French name for Vincent van Gogh’s “Studio of the South,” his envisioned artistic haven in Arles where he hoped to form a community of painters.
  • C. Académie de la Grande Chaumière
    The Académie de la Grande Chaumière is a renowned Parisian art school known for its liberal, atelier-style training that attracted many influential modern artists and architects in the 20th century.
  • D. Parc des Ateliers
    Parc des Ateliers is a former industrial railway site in Arles, France, transformed into a major cultural and arts complex that hosts exhibitions, events, and creative institutions.
  • E. Le Raincy
    Le Raincy is a suburban commune in the eastern outskirts of Paris, known for its residential character and modernist church, and serves as an administrative center in the Seine-Saint-Denis department.
  • 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: Ateliers d’Issy-les-Moulineaux
Triple: [Paris Métro line 12, depot, Ateliers d’Issy-les-Moulineaux]
Generated description
Ateliers d’Issy-les-Moulineaux is a maintenance and storage facility for trains serving Paris Métro Line 12, located in the southwestern suburbs of Paris.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ateliers d’Issy-les-Moulineaux
Target entity description: Ateliers d’Issy-les-Moulineaux is a maintenance and storage facility for trains serving Paris Métro Line 12, located in the southwestern suburbs of Paris.
  • A. Studio des Ursulines, Paris
    Studio des Ursulines, Paris is a historic avant-garde cinema in Paris renowned for hosting early screenings of groundbreaking surrealist films.
  • B. Atelier du Midi
    Atelier du Midi is the French name for Vincent van Gogh’s “Studio of the South,” his envisioned artistic haven in Arles where he hoped to form a community of painters.
  • C. Académie de la Grande Chaumière
    The Académie de la Grande Chaumière is a renowned Parisian art school known for its liberal, atelier-style training that attracted many influential modern artists and architects in the 20th century.
  • D. Parc des Ateliers
    Parc des Ateliers is a former industrial railway site in Arles, France, transformed into a major cultural and arts complex that hosts exhibitions, events, and creative institutions.
  • E. Le Raincy
    Le Raincy is a suburban commune in the eastern outskirts of Paris, known for its residential character and modernist church, and serves as an administrative center in the Seine-Saint-Denis department.
  • 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_69ca83d8ab5881909d8fddae363b32b1 completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69cc9657d48081909e0ae0f1fa8ff599 completed April 1, 2026, 3:51 a.m.
NED1 Entity disambiguation (via context triple) batch_69d017e0d3cc8190b3e92b0a8f18489f completed April 3, 2026, 7:41 p.m.
NEDg Description generation batch_69d01963aac881909a4890948f7b7c1c completed April 3, 2026, 7:47 p.m.
NED2 Entity disambiguation (via description) batch_69d019f55a6c8190b7065c0dcb5bb1d9 completed April 3, 2026, 7:50 p.m.
Created at: March 30, 2026, 7:14 p.m.