Triple

T5172618
Position Surface form Disambiguated ID Type / Status
Subject Lunéville E116718 entity
Predicate hasTransport P1298 FINISHED
Object Lunéville railway station
Lunéville railway station is a regional train station in northeastern France that serves the town of Lunéville and connects it to major cities in the Grand Est region.
 E499366 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: Lunéville railway station | Statement: [Lunéville, hasTransport, Lunéville railway station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Lunéville railway station
Context triple: [Lunéville, hasTransport, Lunéville railway station]
  • A. Thionville railway station
    Thionville railway station is a major rail hub in northeastern France’s Moselle department, serving regional and international passenger traffic, including routes to Luxembourg.
  • B. Metz railway station
    Metz railway station is a major historic rail hub in the city of Metz, France, known for its monumental German imperial architecture and role as a key regional and international transport gateway.
  • C. Montargis railway station
    Montargis railway station is a regional rail hub in central France that serves the town of Montargis on the important Paris–Lyon main line.
  • D. Gagny station
    Gagny station is a suburban railway station in the eastern outskirts of Paris, France, serving the commune of Gagny on the regional RER network.
  • E. Verdun railway station
    Verdun railway station is the main train station serving the historic city of Verdun in northeastern France, providing regional rail connections within the Grand Est region.
  • 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: Lunéville railway station
Triple: [Lunéville, hasTransport, Lunéville railway station]
Generated description
Lunéville railway station is a regional train station in northeastern France that serves the town of Lunéville and connects it to major cities in the Grand Est region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Lunéville railway station
Target entity description: Lunéville railway station is a regional train station in northeastern France that serves the town of Lunéville and connects it to major cities in the Grand Est region.
  • A. Thionville railway station
    Thionville railway station is a major rail hub in northeastern France’s Moselle department, serving regional and international passenger traffic, including routes to Luxembourg.
  • B. Metz railway station
    Metz railway station is a major historic rail hub in the city of Metz, France, known for its monumental German imperial architecture and role as a key regional and international transport gateway.
  • C. Montargis railway station
    Montargis railway station is a regional rail hub in central France that serves the town of Montargis on the important Paris–Lyon main line.
  • D. Gagny station
    Gagny station is a suburban railway station in the eastern outskirts of Paris, France, serving the commune of Gagny on the regional RER network.
  • E. Verdun railway station
    Verdun railway station is the main train station serving the historic city of Verdun in northeastern France, providing regional rail connections within the Grand Est region.
  • 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_69bd445ff97c81909a2615cc56235470 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd795252a481908634779f3f656574 completed March 20, 2026, 4:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69bed9471b4881909c8436853818a8a0 completed March 21, 2026, 5:45 p.m.
NEDg Description generation batch_69bed9f3624c8190b9d22fa0594dd767 completed March 21, 2026, 5:48 p.m.
NED2 Entity disambiguation (via description) batch_69beda5d39b88190a7314f673de2719d completed March 21, 2026, 5:50 p.m.
Created at: March 20, 2026, 1:45 p.m.