Triple

T4368424
Position Surface form Disambiguated ID Type / Status
Subject Chalonnes-sur-Loire E98834 entity
Predicate hasDemonym P191 FINISHED
Object Chalonnais
Chalonnais is the French demonym for inhabitants of the town of Chalonnes-sur-Loire in western France.
 E433829 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: Chalonnais | Statement: [Chalonnes-sur-Loire, hasDemonym, Chalonnais]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Chalonnais
Context triple: [Chalonnes-sur-Loire, hasDemonym, Chalonnais]
  • A. Châlons-en-Champagne
    Châlons-en-Champagne is a historic city in northeastern France and the capital of the Marne department, known for its role in the Champagne wine region and its notable religious and architectural heritage.
  • B. Montargis
    Montargis is a historic market town in north-central France, known for its canals, medieval architecture, and traditional praline confectionery.
  • C. Creil
    Creil is a commuter town in northern France’s Oise department, known as a regional rail hub connecting Paris with Picardy via major train and RER lines.
  • D. Tournus
    Tournus is a historic town in eastern France’s Burgundy region, known for its Romanesque abbey and riverside setting along the Saône.
  • E. Régnié
    Régnié is a French red wine appellation and one of the ten Beaujolais crus, known for its fruity, aromatic Gamay-based wines.
  • 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: Chalonnais
Triple: [Chalonnes-sur-Loire, hasDemonym, Chalonnais]
Generated description
Chalonnais is the French demonym for inhabitants of the town of Chalonnes-sur-Loire in western France.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Chalonnais
Target entity description: Chalonnais is the French demonym for inhabitants of the town of Chalonnes-sur-Loire in western France.
  • A. Châlons-en-Champagne
    Châlons-en-Champagne is a historic city in northeastern France and the capital of the Marne department, known for its role in the Champagne wine region and its notable religious and architectural heritage.
  • B. Montargis
    Montargis is a historic market town in north-central France, known for its canals, medieval architecture, and traditional praline confectionery.
  • C. Creil
    Creil is a commuter town in northern France’s Oise department, known as a regional rail hub connecting Paris with Picardy via major train and RER lines.
  • D. Tournus
    Tournus is a historic town in eastern France’s Burgundy region, known for its Romanesque abbey and riverside setting along the Saône.
  • E. Régnié
    Régnié is a French red wine appellation and one of the ten Beaujolais crus, known for its fruity, aromatic Gamay-based wines.
  • 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_69b3454db3708190aeafd814413c4c3d completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b352034d3881909ed4b2f9eef5e823 completed March 12, 2026, 11:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5dbcec90881908fe83c83119d99fe completed March 14, 2026, 10:06 p.m.
NEDg Description generation batch_69b5dc3e4c488190a06421cdb3b168c3 completed March 14, 2026, 10:07 p.m.
NED2 Entity disambiguation (via description) batch_69b5e0432bfc8190b18bbe918de1f297 completed March 14, 2026, 10:25 p.m.
Created at: March 12, 2026, 11:17 p.m.