Triple

T2056331
Position Surface form Disambiguated ID Type / Status
Subject Paris–Lyon railway E45681 entity
Predicate majorIntermediateStation P24280 FINISHED
Object Mâcon-Ville railway station
Mâcon-Ville railway station is a key regional rail hub in eastern France, serving the town of Mâcon with intercity and regional connections on the main line between Paris and Lyon.
 E235339 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: Mâcon-Ville railway station | Statement: [Paris–Lyon railway, majorIntermediateStation, Mâcon-Ville railway station]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Mâcon-Ville railway station
Context triple: [Paris–Lyon railway, majorIntermediateStation, Mâcon-Ville railway station]
  • A. Dijon-Ville railway station
    Dijon-Ville railway station is the main train station in Dijon, France, serving as a key regional and national hub for high-speed and conventional rail services.
  • B. 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.
  • C. 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.
  • D. Lyon-Jean Macé station
    Lyon-Jean Macé station is a railway and multimodal transport hub in Lyon, France, serving regional and local commuter traffic and providing an additional central access point to the city’s rail network.
  • E. 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.
  • 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: Mâcon-Ville railway station
Triple: [Paris–Lyon railway, majorIntermediateStation, Mâcon-Ville railway station]
Generated description
Mâcon-Ville railway station is a key regional rail hub in eastern France, serving the town of Mâcon with intercity and regional connections on the main line between Paris and Lyon.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Mâcon-Ville railway station
Target entity description: Mâcon-Ville railway station is a key regional rail hub in eastern France, serving the town of Mâcon with intercity and regional connections on the main line between Paris and Lyon.
  • A. Dijon-Ville railway station
    Dijon-Ville railway station is the main train station in Dijon, France, serving as a key regional and national hub for high-speed and conventional rail services.
  • B. 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.
  • C. 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.
  • D. Lyon-Jean Macé station
    Lyon-Jean Macé station is a railway and multimodal transport hub in Lyon, France, serving regional and local commuter traffic and providing an additional central access point to the city’s rail network.
  • E. 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.
  • 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_69a8891a19508190a12ef1e192308dcb completed March 4, 2026, 7:33 p.m.
NER Named-entity recognition batch_69abb9abdb088190991a620e01dc226f completed March 7, 2026, 5:37 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae305036d481908120f74426d02ed5 completed March 9, 2026, 2:28 a.m.
NEDg Description generation batch_69ae31e8373881908feebeff7efb6852 completed March 9, 2026, 2:35 a.m.
NED2 Entity disambiguation (via description) batch_69ae328efda081908f2188ef3186ebad completed March 9, 2026, 2:38 a.m.
Created at: March 4, 2026, 7:40 p.m.