Triple

T14632550
Position Surface form Disambiguated ID Type / Status
Subject Lancy-Bachet railway station E343516 entity
Predicate category P87 FINISHED
Object Swiss Federal Railways stations
Swiss Federal Railways stations are passenger railway facilities in Switzerland that are owned or operated by the national rail company SBB and serve as part of the country’s main public transport network.
E1110600 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: Swiss Federal Railways stations | Statement: [Lancy-Bachet railway station, category, Swiss Federal Railways stations]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Swiss Federal Railways stations
Context triple: [Lancy-Bachet railway station, category, Swiss Federal Railways stations]
  • A. Basel railway stations
    Basel railway stations are the city’s main rail hubs, serving as key national and international transit points that integrate long-distance, regional, and local train services.
  • B. Swiss Federal Railways station codes
    Swiss Federal Railways station codes are a standardized set of alphanumeric identifiers used by Switzerland’s national railway company to uniquely label and manage its train stations across the network.
  • C. Zug railway station
    Zug railway station is the main rail hub of the Swiss city of Zug, providing regional and long-distance train connections within Switzerland and to neighboring countries.
  • D. Biel/Bienne railway station
    Biel/Bienne railway station is a major Swiss rail hub in the bilingual city of Biel/Bienne, serving as an important junction for regional and long-distance train services.
  • E. Swiss Federal Railways network
    The Swiss Federal Railways network is Switzerland’s nationwide, state-owned railway system that connects major cities like Bern with regional and international rail services.
  • 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: Swiss Federal Railways stations
Triple: [Lancy-Bachet railway station, category, Swiss Federal Railways stations]
Generated description
Swiss Federal Railways stations are passenger railway facilities in Switzerland that are owned or operated by the national rail company SBB and serve as part of the country’s main public transport network.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Swiss Federal Railways stations
Target entity description: Swiss Federal Railways stations are passenger railway facilities in Switzerland that are owned or operated by the national rail company SBB and serve as part of the country’s main public transport network.
  • A. Basel railway stations
    Basel railway stations are the city’s main rail hubs, serving as key national and international transit points that integrate long-distance, regional, and local train services.
  • B. Swiss Federal Railways station codes
    Swiss Federal Railways station codes are a standardized set of alphanumeric identifiers used by Switzerland’s national railway company to uniquely label and manage its train stations across the network.
  • C. Zug railway station
    Zug railway station is the main rail hub of the Swiss city of Zug, providing regional and long-distance train connections within Switzerland and to neighboring countries.
  • D. Biel/Bienne railway station
    Biel/Bienne railway station is a major Swiss rail hub in the bilingual city of Biel/Bienne, serving as an important junction for regional and long-distance train services.
  • E. Swiss Federal Railways network
    The Swiss Federal Railways network is Switzerland’s nationwide, state-owned railway system that connects major cities like Bern with regional and international rail services.
  • 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_69d822dffc3c8190aa173b90761bffda completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb4aa7cb48190b008bd6b0e162c89 completed April 14, 2026, 9:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69fda931834081909d90ec0479eca3f9 completed May 8, 2026, 9:13 a.m.
NEDg Description generation batch_69fdb27c8db481909330d299faded4f3 completed May 8, 2026, 9:53 a.m.
NED2 Entity disambiguation (via description) batch_69fdb3b24320819098dd7fab0c3a0507 completed May 8, 2026, 9:58 a.m.
Created at: April 10, 2026, 1:26 a.m.