Triple

T9488821
Position Surface form Disambiguated ID Type / Status
Subject Nevers railway station E228828 entity
Predicate hasAdjacentDepot P88401 FINISHED
Object Nevers railway depot
Nevers railway depot is a railway maintenance and stabling facility in Nevers, France, serving trains operating through the Nevers railway station.
E801763 NE FINISHED

How this triple was built (5 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: Nevers railway depot | Statement: [Nevers railway station, hasAdjacentDepot, Nevers railway depot]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Nevers railway depot
Context triple: [Nevers railway station, hasAdjacentDepot, Nevers railway depot]
  • A. Nevers railway station
    Nevers railway station is a significant regional rail hub in central France, serving as an important stop on long-distance routes between Paris and Lyon.
  • B. Valmondois station
    Valmondois station is a railway terminus in Valmondois, France, serving as the endpoint of Île-de-France tram-train Line H services in the northern suburbs of Paris.
  • C. Nice-Ville railway station
    Nice-Ville railway station is the main railway hub of Nice, France, serving regional and long-distance trains on the French Riviera.
  • D. Modane railway station
    Modane railway station is a key French rail hub in the Savoie region, serving the town of Modane and acting as an important transit point on the route between France and Italy through the Fréjus Rail Tunnel.
  • E. Gare de Sens
    Gare de Sens is the main railway station serving the town of Sens in north-central France, providing regional and intercity train connections.
  • 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: Nevers railway depot
Triple: [Nevers railway station, hasAdjacentDepot, Nevers railway depot]
Generated description
Nevers railway depot is a railway maintenance and stabling facility in Nevers, France, serving trains operating through the Nevers railway station.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Nevers railway depot
Target entity description: Nevers railway depot is a railway maintenance and stabling facility in Nevers, France, serving trains operating through the Nevers railway station.
  • A. Nevers railway station
    Nevers railway station is a significant regional rail hub in central France, serving as an important stop on long-distance routes between Paris and Lyon.
  • B. Valmondois station
    Valmondois station is a railway terminus in Valmondois, France, serving as the endpoint of Île-de-France tram-train Line H services in the northern suburbs of Paris.
  • C. Nice-Ville railway station
    Nice-Ville railway station is the main railway hub of Nice, France, serving regional and long-distance trains on the French Riviera.
  • D. Modane railway station
    Modane railway station is a key French rail hub in the Savoie region, serving the town of Modane and acting as an important transit point on the route between France and Italy through the Fréjus Rail Tunnel.
  • E. Gare de Sens
    Gare de Sens is the main railway station serving the town of Sens in north-central France, providing regional and intercity train connections.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasAdjacentDepot
Context triple: [Nevers railway station, hasAdjacentDepot, Nevers railway depot]
  • A. hasAdjacentSettlement
    Indicates that one settlement is located directly next to or bordering another settlement.
  • B. hasAdjacentStationOnAC
    Indicates that one station is directly next to another station along the AC line or route.
  • C. hasAdjacentStationOnIND
    Indicates that one station is directly next to another station on the IND (Independent Subway System) line, with no other stations in between.
  • D. isAdjacentTo
    Indicates that one entity is directly next to or bordering another without anything of the same type in between.
  • E. hasAdjacentStationOnU7
    Indicates that one station is directly next to another station along the U7 line.
  • F. None of above. chosen

Provenance (7 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_69ca847424f081908180305555139f7a completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd80c5a05c8190b97d34f010e60ca1 completed April 1, 2026, 8:32 p.m.
NED1 Entity disambiguation (via context triple) batch_69d12d18fd908190b562fa0a8dad7c63 completed April 4, 2026, 3:24 p.m.
NEDg Description generation batch_69d12da44d7c8190afb11ae3009a79e5 completed April 4, 2026, 3:26 p.m.
NED2 Entity disambiguation (via description) batch_69d12e1459348190aed583b2364a53dd completed April 4, 2026, 3:28 p.m.
PD Predicate disambiguation batch_69cca561e6b0819090aa795f3c3a2083 completed April 1, 2026, 4:56 a.m.
PDg Predicate description generation batch_69cca89d0f0c8190b4528990fe708fca completed April 1, 2026, 5:09 a.m.
Created at: March 30, 2026, 7:55 p.m.