Triple

T10290351
Position Surface form Disambiguated ID Type / Status
Subject Gien E241345 entity
Predicate partOf P40 FINISHED
Object arrondissement of Montargis
The arrondissement of Montargis is an administrative district in the Loiret department of north-central France, encompassing several communes including the town of Gien.
 E852291 NE FINISHED

Named-entity recognition

Before disambiguation, gpt-5-mini classified whether the object phrase is a named entity — the step behind the object's NE type shown above.

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: arrondissement of Montargis | Statement: [Gien, partOf, arrondissement of Montargis]

Disambiguation candidates (2 decisions)

The exact options the model was shown at each disambiguation step, with the option it chose highlighted — the evidence behind this triple's disambiguated ids.

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: arrondissement of Montargis
Context triple: [Gien, partOf, arrondissement of Montargis]
  • A. Arrondissement of Sens
    The Arrondissement of Sens is an administrative district in the Yonne department of the Bourgogne-Franche-Comté region in north-central France, centered on the town of Sens.
  • B. Arrondissement of Soissons
    The Arrondissement of Soissons is an administrative district in the Aisne department of northern France, centered on the historic town of Soissons and encompassing several surrounding communes.
  • C. arrondissement of Troyes
    The arrondissement of Troyes is an administrative district in the Aube department of northeastern France, centered on the city of Troyes and grouping together its surrounding communes.
  • D. Arrondissement of Châlons-en-Champagne
    The Arrondissement of Châlons-en-Champagne is an administrative district in the Marne department of northeastern France, centered on the city of Châlons-en-Champagne and encompassing numerous communes including historically significant sites like Valmy.
  • E. Arrondissement of Sedan
    The Arrondissement of Sedan is an administrative district in the Ardennes department of northern France, centered on the town of Sedan and grouping several surrounding communes.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: arrondissement of Montargis
Target entity description: The arrondissement of Montargis is an administrative district in the Loiret department of north-central France, encompassing several communes including the town of Gien.
  • A. Arrondissement of Sens
    The Arrondissement of Sens is an administrative district in the Yonne department of the Bourgogne-Franche-Comté region in north-central France, centered on the town of Sens.
  • B. Arrondissement of Soissons
    The Arrondissement of Soissons is an administrative district in the Aisne department of northern France, centered on the historic town of Soissons and encompassing several surrounding communes.
  • C. arrondissement of Troyes
    The arrondissement of Troyes is an administrative district in the Aube department of northeastern France, centered on the city of Troyes and grouping together its surrounding communes.
  • D. Arrondissement of Châlons-en-Champagne
    The Arrondissement of Châlons-en-Champagne is an administrative district in the Marne department of northeastern France, centered on the city of Châlons-en-Champagne and encompassing numerous communes including historically significant sites like Valmy.
  • E. Arrondissement of Sedan
    The Arrondissement of Sedan is an administrative district in the Ardennes department of northern France, centered on the town of Sedan and grouping several surrounding communes.
  • F. None of above. chosen

How the object was described

The object's one-sentence description was generated by prompting gpt-5.1 with the object name and this triple as context.

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: arrondissement of Montargis
Triple: [Gien, partOf, arrondissement of Montargis]
Generated description
The arrondissement of Montargis is an administrative district in the Loiret department of north-central France, encompassing several communes including the town of Gien.

Provenance (5 batches)

Stage Batch ID Job type Status
creating batch_69d381aaafc08190af475ef58dc16aba elicitation completed
NER batch_69d4d2d192288190a64c27a4f26b71fc ner completed
NED1 batch_69d6f85dcbac8190a2ac66354010e328 ned_source_triple completed
NED2 batch_69d6fd879ab88190b0a47295f5d7ad4d ned_description completed
NEDg batch_69d6fcaee26c8190a19f7d07a63531f6 nedg completed
Created at: April 6, 2026, 11:41 a.m.