Triple

T19294236
Position Surface form Disambiguated ID Type / Status
Subject arrondissement of Largentière E482519 entity
Predicate containsAdministrativeTerritorialEntity P747 FINISHED
Object Vals-les-Bains
Vals-les-Bains is a French spa town in the Ardèche department of southern France, known for its thermal springs and scenic setting in the Cévennes foothills.
E1369368 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: Vals-les-Bains | Statement: [arrondissement of Largentière, containsAdministrativeTerritorialEntity, Vals-les-Bains]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Vals-les-Bains
Context triple: [arrondissement of Largentière, containsAdministrativeTerritorialEntity, Vals-les-Bains]
  • A. Digne-les-Bains
    Digne-les-Bains is a spa town in southeastern France that serves as the administrative and cultural center of the Alpes-de-Haute-Provence department.
  • B. Plombières-les-Bains
    Plombières-les-Bains is a historic spa town in northeastern France renowned for its thermal baths and picturesque setting in the Vosges region.
  • C. Salins-les-Bains
    Salins-les-Bains is a historic spa town in eastern France’s Jura department, renowned for its former saltworks, part of a UNESCO World Heritage Site.
  • D. Ussat-les-Bains
    Ussat-les-Bains is a spa village in the Ariège department of southwestern France, known for its thermal baths and proximity to notable caves in the Pyrenees.
  • E. Divonne-les-Bains
    Divonne-les-Bains is a French spa town in eastern France near the Swiss border, known for its thermal baths, casino, and proximity to Lake Geneva.
  • 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: Vals-les-Bains
Triple: [arrondissement of Largentière, containsAdministrativeTerritorialEntity, Vals-les-Bains]
Generated description
Vals-les-Bains is a French spa town in the Ardèche department of southern France, known for its thermal springs and scenic setting in the Cévennes foothills.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Vals-les-Bains
Target entity description: Vals-les-Bains is a French spa town in the Ardèche department of southern France, known for its thermal springs and scenic setting in the Cévennes foothills.
  • A. Digne-les-Bains
    Digne-les-Bains is a spa town in southeastern France that serves as the administrative and cultural center of the Alpes-de-Haute-Provence department.
  • B. Plombières-les-Bains
    Plombières-les-Bains is a historic spa town in northeastern France renowned for its thermal baths and picturesque setting in the Vosges region.
  • C. Salins-les-Bains
    Salins-les-Bains is a historic spa town in eastern France’s Jura department, renowned for its former saltworks, part of a UNESCO World Heritage Site.
  • D. Ussat-les-Bains
    Ussat-les-Bains is a spa village in the Ariège department of southwestern France, known for its thermal baths and proximity to notable caves in the Pyrenees.
  • E. Divonne-les-Bains
    Divonne-les-Bains is a French spa town in eastern France near the Swiss border, known for its thermal baths, casino, and proximity to Lake Geneva.
  • 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_69d8e8cf61b0819096fe3e4107827c4e completed April 10, 2026, 12:10 p.m.
NER Named-entity recognition batch_69e5fc84500c81908ac53711335ad2d9 completed April 20, 2026, 10:14 a.m.
NED1 Entity disambiguation (via context triple) batch_6a07145178bc8190a20032a44824f1ed completed May 15, 2026, 12:40 p.m.
NEDg Description generation batch_6a071597dbe4819092af8d5564abe4c1 completed May 15, 2026, 12:46 p.m.
NED2 Entity disambiguation (via description) batch_6a07163cb15881908435e7d2fa68b06e completed May 15, 2026, 12:49 p.m.
Created at: April 10, 2026, 1:31 p.m.