Triple

T4548915
Position Surface form Disambiguated ID Type / Status
Subject Bern tram network E110113 entity
Predicate partOf P40 FINISHED
Object Libero fare network
The Libero fare network is a regional integrated public transport tariff system in Switzerland that coordinates ticketing and fares across multiple transit operators and modes.
 E452066 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: Libero fare network | Statement: [Bern tram network, partOf, Libero fare network]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Libero fare network
Context triple: [Bern tram network, partOf, Libero fare network]
  • A. Vives Network
    Vives Network is a collaborative association of universities and higher education institutions in the Catalan-speaking regions that promotes academic, cultural, and research cooperation.
  • B. The National Network
    The National Network was a U.S. cable television channel that served as a transitional brand between The Nashville Network and what later became Spike and then Paramount Network.
  • C. The Network
    The Network is a mysterious, satirical new wave/punk side project band believed to feature Green Day members, including Billie Joe Armstrong, performing under disguises and pseudonyms.
  • D. The Online Network
    The Online Network was a short-lived digital platform created to revive and stream classic American soap operas such as "All My Children" and "One Life to Live" online.
  • E. Sunshine Network
    Sunshine Network is a regional sports television network known for broadcasting local and collegiate sporting events.
  • 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: Libero fare network
Triple: [Bern tram network, partOf, Libero fare network]
Generated description
The Libero fare network is a regional integrated public transport tariff system in Switzerland that coordinates ticketing and fares across multiple transit operators and modes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Libero fare network
Target entity description: The Libero fare network is a regional integrated public transport tariff system in Switzerland that coordinates ticketing and fares across multiple transit operators and modes.
  • A. Vives Network
    Vives Network is a collaborative association of universities and higher education institutions in the Catalan-speaking regions that promotes academic, cultural, and research cooperation.
  • B. The National Network
    The National Network was a U.S. cable television channel that served as a transitional brand between The Nashville Network and what later became Spike and then Paramount Network.
  • C. The Network
    The Network is a mysterious, satirical new wave/punk side project band believed to feature Green Day members, including Billie Joe Armstrong, performing under disguises and pseudonyms.
  • D. The Online Network
    The Online Network was a short-lived digital platform created to revive and stream classic American soap operas such as "All My Children" and "One Life to Live" online.
  • E. Sunshine Network
    Sunshine Network is a regional sports television network known for broadcasting local and collegiate sporting events.
  • 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_69bd4412524c8190be5bcc9ddee91848 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd57f272248190983ae439bd0ac0cc completed March 20, 2026, 2:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69bdb945bd3881908e6c3f5f91b5f38e completed March 20, 2026, 9:16 p.m.
NEDg Description generation batch_69bdbecf94d0819087519e44aab5a035 completed March 20, 2026, 9:40 p.m.
NED2 Entity disambiguation (via description) batch_69bdbf81f1208190946611fb6a1c20ba completed March 20, 2026, 9:43 p.m.
Created at: March 20, 2026, 1:05 p.m.