Triple

T2571069
Position Surface form Disambiguated ID Type / Status
Subject Luxembourg–Thionville railway line E57666 entity
Predicate locatedIn P40 FINISHED
Object northeastern France
Northeastern France is a region of France bordering countries like Luxembourg, Germany, and Belgium, known for its industrial cities, historical battlefields, and mixed French-German cultural influences.
E298784 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: northeastern France | Statement: [Luxembourg–Thionville railway line, locatedIn, northeastern France]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: northeastern France
Context triple: [Luxembourg–Thionville railway line, locatedIn, northeastern 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. northern France
    Northern France is a broad geographic region of France that includes areas around Paris and other northern territories, known for its historical cities, cultural heritage, and varied landscapes.
  • C. 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.
  • 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. Southern France
    Southern France is a culturally rich and geographically diverse region known for its Mediterranean coastline, historic cities, and renowned cuisine and wine.
  • 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: northeastern France
Triple: [Luxembourg–Thionville railway line, locatedIn, northeastern France]
Generated description
Northeastern France is a region of France bordering countries like Luxembourg, Germany, and Belgium, known for its industrial cities, historical battlefields, and mixed French-German cultural influences.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: northeastern France
Target entity description: Northeastern France is a region of France bordering countries like Luxembourg, Germany, and Belgium, known for its industrial cities, historical battlefields, and mixed French-German cultural influences.
  • 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. northern France
    Northern France is a broad geographic region of France that includes areas around Paris and other northern territories, known for its historical cities, cultural heritage, and varied landscapes.
  • C. 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.
  • 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. Southern France
    Southern France is a culturally rich and geographically diverse region known for its Mediterranean coastline, historic cities, and renowned cuisine and wine.
  • 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_69ab4a51410081908501dcf8bad9adc4 completed March 6, 2026, 9:42 p.m.
NER Named-entity recognition batch_69abd383dce881909411a38c6d37bc3a completed March 7, 2026, 7:28 a.m.
NED1 Entity disambiguation (via context triple) batch_69afc6316e848190a843f9fd5b152e9f completed March 10, 2026, 7:20 a.m.
NEDg Description generation batch_69afc6b723f48190b93df0dc2de6c839 completed March 10, 2026, 7:22 a.m.
NED2 Entity disambiguation (via description) batch_69afc750fee08190bf3c112f6f204af4 completed March 10, 2026, 7:25 a.m.
Created at: March 6, 2026, 9:48 p.m.