Triple

T4939488
Position Surface form Disambiguated ID Type / Status
Subject Langres E110891 entity
Predicate hasTransport P1298 FINISHED
Object Langres railway station
Langres railway station is a regional train station serving the town of Langres in northeastern France, providing passenger rail connections within the national SNCF network.
 E481409 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: Langres railway station | Statement: [Langres, hasTransport, Langres railway station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Langres railway station
Context triple: [Langres, hasTransport, Langres railway station]
  • A. Alès railway station
    Alès railway station is the main train station serving the town of Alès in southern France, providing regional rail connections within the Occitanie region.
  • B. Morisset railway station
    Morisset railway station is a regional New South Wales train station serving the town of Morisset on the Main Northern line between Gosford and Newcastle.
  • C. Roanne railway station
    Roanne railway station is the main passenger rail hub serving the town of Roanne in central France, providing regional and intercity train connections.
  • D. Lyon-Gorge-de-Loup station
    Lyon-Gorge-de-Loup station is a transport hub in Lyon, France, serving as a key interchange between regional rail and the city’s metro and bus networks.
  • E. 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.
  • 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: Langres railway station
Triple: [Langres, hasTransport, Langres railway station]
Generated description
Langres railway station is a regional train station serving the town of Langres in northeastern France, providing passenger rail connections within the national SNCF network.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Langres railway station
Target entity description: Langres railway station is a regional train station serving the town of Langres in northeastern France, providing passenger rail connections within the national SNCF network.
  • A. Alès railway station
    Alès railway station is the main train station serving the town of Alès in southern France, providing regional rail connections within the Occitanie region.
  • B. Morisset railway station
    Morisset railway station is a regional New South Wales train station serving the town of Morisset on the Main Northern line between Gosford and Newcastle.
  • C. Roanne railway station
    Roanne railway station is the main passenger rail hub serving the town of Roanne in central France, providing regional and intercity train connections.
  • D. Lyon-Gorge-de-Loup station
    Lyon-Gorge-de-Loup station is a transport hub in Lyon, France, serving as a key interchange between regional rail and the city’s metro and bus networks.
  • E. 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.
  • 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_69bd4415eee08190bdce70276e56a5b4 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd7088f6e48190bf09e58ab053a4d1 completed March 20, 2026, 4:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69be77bf1f0481909cd007c78096f7c5 completed March 21, 2026, 10:49 a.m.
NEDg Description generation batch_69be7868a9148190b9f165fb2406dd9d completed March 21, 2026, 10:52 a.m.
NED2 Entity disambiguation (via description) batch_69be7916ff888190ba62e65b6422633c completed March 21, 2026, 10:55 a.m.
Created at: March 20, 2026, 1:31 p.m.