Triple

T18670608
Position Surface form Disambiguated ID Type / Status
Subject Swiss Federal Railways station codes E456464 entity
Predicate usedIn P98 FINISHED
Object Swiss Federal Railways passenger information systems
Swiss Federal Railways passenger information systems are the digital and physical platforms that provide travelers with real-time train schedules, platform information, and service updates across the Swiss rail network.
E1337269 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 passenger information systems | Statement: [Swiss Federal Railways station codes, usedIn, Swiss Federal Railways passenger information systems]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Swiss Federal Railways passenger information systems
Context triple: [Swiss Federal Railways station codes, usedIn, Swiss Federal Railways passenger information systems]
  • A. Swiss east–west rail axis
    The Swiss east–west rail axis is a major transnational railway corridor that links the country’s key western and eastern cities and forms the backbone of Switzerland’s passenger and freight rail network.
  • B. 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.
  • C. 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.
  • D. Chemins de fer fédéraux suisses
    Chemins de fer fédéraux suisses is the French name for the Swiss Federal Railways, Switzerland’s national state-owned railway company that operates most of the country’s passenger and freight rail services.
  • E. Swiss railway network
    The Swiss railway network is a highly integrated, punctual, and densely connected national rail system renowned for linking cities, towns, and remote alpine regions with frequent and coordinated 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 passenger information systems
Triple: [Swiss Federal Railways station codes, usedIn, Swiss Federal Railways passenger information systems]
Generated description
Swiss Federal Railways passenger information systems are the digital and physical platforms that provide travelers with real-time train schedules, platform information, and service updates across the Swiss rail network.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Swiss Federal Railways passenger information systems
Target entity description: Swiss Federal Railways passenger information systems are the digital and physical platforms that provide travelers with real-time train schedules, platform information, and service updates across the Swiss rail network.
  • A. Swiss east–west rail axis
    The Swiss east–west rail axis is a major transnational railway corridor that links the country’s key western and eastern cities and forms the backbone of Switzerland’s passenger and freight rail network.
  • B. 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.
  • C. 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.
  • D. Chemins de fer fédéraux suisses
    Chemins de fer fédéraux suisses is the French name for the Swiss Federal Railways, Switzerland’s national state-owned railway company that operates most of the country’s passenger and freight rail services.
  • E. Swiss railway network
    The Swiss railway network is a highly integrated, punctual, and densely connected national rail system renowned for linking cities, towns, and remote alpine regions with frequent and coordinated 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_69d8d38f72b4819090a935175d9ca8af completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e556b1140c81908002c27a33c03ae2 completed April 19, 2026, 10:26 p.m.
NED1 Entity disambiguation (via context triple) batch_6a05234c9f548190b894c2063067e5e6 completed May 14, 2026, 1:20 a.m.
NEDg Description generation batch_6a05247c52f08190b8c9cf9268f65a82 completed May 14, 2026, 1:25 a.m.
NED2 Entity disambiguation (via description) batch_6a0524eced608190a1b3468f6d0189c2 completed May 14, 2026, 1:27 a.m.
Created at: April 10, 2026, 11:48 a.m.