Triple

T1780880
Position Surface form Disambiguated ID Type / Status
Subject Airbus Helicopters E39286 entity
Predicate hasManufacturingFacility P25392 FINISHED
Object Marignane, France E199900 NE FINISHED

How this triple was built (3 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: Marignane, France | Statement: [Airbus Helicopters, hasManufacturingFacility, Marignane, France]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Marignane, France
Context triple: [Airbus Helicopters, hasManufacturingFacility, Marignane, France]
  • A. Marignane, France chosen
    Marignane, France is a commune in the Bouches-du-Rhône department in southern France, known as a major hub of the aerospace and helicopter industry.
  • B. Saint-Raphaël, Var, France
    Saint-Raphaël is a Mediterranean seaside resort town on the French Riviera in the Var department of southeastern France, known for its beaches, coastal scenery, and Belle Époque architecture.
  • C. Saintes-Maries-de-la-Mer
    Saintes-Maries-de-la-Mer is a coastal town in southern France known as a pilgrimage site and seaside resort at the edge of the Camargue wetlands.
  • D. Pontivy, France
    Pontivy is a historic town in the Morbihan department of Brittany in northwestern France, known for its medieval and Napoleonic heritage along the Blavet River.
  • E. Aubagne, France
    Aubagne, France is a town in the Provence-Alpes-Côte d'Azur region near Marseille, known for its military significance, traditional ceramics, and as the birthplace of writer and filmmaker Marcel Pagnol.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: hasManufacturingFacility
Context triple: [Airbus Helicopters, hasManufacturingFacility, Marignane, France]
  • A. mainManufacturingSite
    Indicates the primary location where an entity’s products are manufactured or produced.
  • B. hasIndustrialPlant chosen
    Indicates that an entity possesses, operates, or is associated with an industrial plant facility.
  • C. hasProduction
    Indicates that an entity is associated with, or responsible for, the creation or manufacture of another entity or product.
  • D. hasFacilities
    Indicates that an entity possesses, provides, or is equipped with certain facilities or physical resources.
  • E. hasMajorProductionSystem
    Indicates that an entity primarily operates, utilizes, or is characterized by a particular major production system.
  • F. None of above.

Provenance (4 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_69a88630519c8190a17addd83c4a3ef4 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69ab74dc9d1481908084ef07872a71f8 completed March 7, 2026, 12:44 a.m.
NED1 Entity disambiguation (via context triple) batch_69adb5cbefec8190940cf2a4f692394e completed March 8, 2026, 5:45 p.m.
PD Predicate disambiguation batch_69aa61cf3ca881908641fd73ce2f7c9d completed March 6, 2026, 5:10 a.m.
Created at: March 4, 2026, 7:31 p.m.