Triple

T2149253
Position Surface form Disambiguated ID Type / Status
Subject Hauts-de-France E47141 entity
Predicate locatedIn P40 FINISHED
Object northern France
Northern France is a geographic region of France encompassing areas along the English Channel and Belgian border, known for its historic cities, industrial heritage, and World War battlefields.
 E47141 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: northern France | Statement: [Hauts-de-France, locatedIn, northern France]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: northern France
Context triple: [Hauts-de-France, locatedIn, northern France]
  • A. eastern France
    Eastern France is the region of France bordering countries like Germany, Switzerland, and Belgium, historically significant as a strategic frontier and site of major fortifications and conflicts.
  • B. Western France
    Western France is the Atlantic-facing part of France known for its coastal landscapes, maritime climate, and historic regions such as Brittany and Pays de la Loire.
  • C. Picardy
    Picardy is a historical region in northern France known for its strategic location, rich medieval heritage, and significant role in European conflicts.
  • D. south-central France
    South-central France is a largely rural, mountainous region dominated by the Massif Central, known for its volcanic landscapes, plateaus, and traditional agricultural areas.
  • E. Hauts-de-France
    Hauts-de-France is a region in northern France known for its industrial heritage, coastal areas along the English Channel, and proximity to Belgium and the United Kingdom.
  • 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: northern France
Triple: [Hauts-de-France, locatedIn, northern France]
Generated description
Northern France is a geographic region of France encompassing areas along the English Channel and Belgian border, known for its historic cities, industrial heritage, and World War battlefields.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: northern France
Target entity description: Northern France is a geographic region of France encompassing areas along the English Channel and Belgian border, known for its historic cities, industrial heritage, and World War battlefields.
  • A. eastern France
    Eastern France is the region of France bordering countries like Germany, Switzerland, and Belgium, historically significant as a strategic frontier and site of major fortifications and conflicts.
  • B. Western France
    Western France is the Atlantic-facing part of France known for its coastal landscapes, maritime climate, and historic regions such as Brittany and Pays de la Loire.
  • C. Picardy
    Picardy is a historical region in northern France known for its strategic location, rich medieval heritage, and significant role in European conflicts.
  • D. south-central France
    South-central France is a largely rural, mountainous region dominated by the Massif Central, known for its volcanic landscapes, plateaus, and traditional agricultural areas.
  • E. Hauts-de-France chosen
    Hauts-de-France is a region in northern France known for its industrial heritage, coastal areas along the English Channel, and proximity to Belgium and the United Kingdom.
  • F. None of above.

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_69a88a1933e0819094f18426ed74180f completed March 4, 2026, 7:38 p.m.
NER Named-entity recognition batch_69abbe44d2608190986467d43ee224d4 completed March 7, 2026, 5:57 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae6aee10b08190abeb6059d4d2ad0a completed March 9, 2026, 6:38 a.m.
NEDg Description generation batch_69ae6c3a69548190a04cdd492c537fd0 completed March 9, 2026, 6:44 a.m.
NED2 Entity disambiguation (via description) batch_69ae6cd61e808190aefca4d4aa1f8e39 completed March 9, 2026, 6:46 a.m.
Created at: March 4, 2026, 7:44 p.m.