Triple

T9557999
Position Surface form Disambiguated ID Type / Status
Subject Lac district E230590 entity
Predicate borderedBy P224 FINISHED
Object Broye district
Broye district is an administrative district in the canton of Fribourg, Switzerland, known for its predominantly rural character and location in the western part of the country.
E824535 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: Broye district | Statement: [Lac district, borderedBy, Broye district]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Broye district
Context triple: [Lac district, borderedBy, Broye district]
  • A. Nyon District
    Nyon District is an administrative district in the canton of Vaud in western Switzerland, situated along Lake Geneva and functioning as part of the broader Geneva metropolitan region.
  • B. Morges District
    Morges District is an administrative district in the canton of Vaud in western Switzerland, centered around the town of Morges on the shores of Lake Geneva.
  • C. Martigny District
    Martigny District is an administrative subdivision of the canton of Valais in southwestern Switzerland, centered on the town of Martigny and known for its Alpine landscape and role as a regional hub.
  • D. Gruyère district
    Gruyère district is an administrative district in the canton of Fribourg in western Switzerland, known for its picturesque landscapes and the origin of Gruyère cheese.
  • E. Bitche canton
    Bitche canton is an administrative division in the Moselle department of northeastern France, centered around the town of Bitche and known for its historical and military heritage.
  • 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: Broye district
Triple: [Lac district, borderedBy, Broye district]
Generated description
Broye district is an administrative district in the canton of Fribourg, Switzerland, known for its predominantly rural character and location in the western part of the country.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Broye district
Target entity description: Broye district is an administrative district in the canton of Fribourg, Switzerland, known for its predominantly rural character and location in the western part of the country.
  • A. Nyon District
    Nyon District is an administrative district in the canton of Vaud in western Switzerland, situated along Lake Geneva and functioning as part of the broader Geneva metropolitan region.
  • B. Morges District
    Morges District is an administrative district in the canton of Vaud in western Switzerland, centered around the town of Morges on the shores of Lake Geneva.
  • C. Martigny District
    Martigny District is an administrative subdivision of the canton of Valais in southwestern Switzerland, centered on the town of Martigny and known for its Alpine landscape and role as a regional hub.
  • D. Gruyère district
    Gruyère district is an administrative district in the canton of Fribourg in western Switzerland, known for its picturesque landscapes and the origin of Gruyère cheese.
  • E. Bitche canton
    Bitche canton is an administrative division in the Moselle department of northeastern France, centered around the town of Bitche and known for its historical and military heritage.
  • 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_69ca847e53a88190a60eed7e02257f10 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd99487b4c819086e02e29e37b593f completed April 1, 2026, 10:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1d597224481908154e5db47ae52f9 completed April 5, 2026, 3:23 a.m.
NEDg Description generation batch_69d1d6463fe481908e5d3f3fd22cffa4 completed April 5, 2026, 3:25 a.m.
NED2 Entity disambiguation (via description) batch_69d1d6dc0bd8819082a5ad417ca87a76 completed April 5, 2026, 3:28 a.m.
Created at: March 30, 2026, 8:03 p.m.