Triple

T18501398
Position Surface form Disambiguated ID Type / Status
Subject Guisanplatz Expo stop E452075 entity
Predicate fareZone P844 FINISHED
Object Libero fare network (Bern area)
The Libero fare network (Bern area) is a regional public transport tariff association in and around Bern that offers integrated tickets and coordinated fares across multiple transport operators and zones.
E1327598 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 (Bern area) | Statement: [Guisanplatz Expo stop, fareZone, Libero fare network (Bern area)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Libero fare network (Bern area)
Context triple: [Guisanplatz Expo stop, fareZone, Libero fare network (Bern area)]
  • A. Lausanne Flon area
    The Lausanne Flon area is a central urban district in Lausanne, Switzerland, known for its transformed industrial spaces, vibrant nightlife, shopping, and role as a major public transport hub.
  • B. Seedorf (Bern)
    Seedorf (Bern) is a rural municipality in the canton of Bern, Switzerland, known for its agricultural landscape and location in the Seeland region.
  • C. Wankdorf district of Bern
    The Wankdorf district of Bern is a neighborhood in Switzerland’s capital city best known as the home of the football club BSC Young Boys and its main stadium complex.
  • D. Canton of Bern authorities
    The Canton of Bern authorities are the cantonal-level governmental bodies responsible for legislation, administration, and public services across the Swiss canton of Bern.
  • E. Allmend sports complex in Bern
    The Allmend sports complex in Bern is a major multi-sport and event area in Switzerland’s capital city, known for hosting large indoor arenas and outdoor facilities for professional and recreational activities.
  • 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 (Bern area)
Triple: [Guisanplatz Expo stop, fareZone, Libero fare network (Bern area)]
Generated description
The Libero fare network (Bern area) is a regional public transport tariff association in and around Bern that offers integrated tickets and coordinated fares across multiple transport operators and zones.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Libero fare network (Bern area)
Target entity description: The Libero fare network (Bern area) is a regional public transport tariff association in and around Bern that offers integrated tickets and coordinated fares across multiple transport operators and zones.
  • A. Lausanne Flon area
    The Lausanne Flon area is a central urban district in Lausanne, Switzerland, known for its transformed industrial spaces, vibrant nightlife, shopping, and role as a major public transport hub.
  • B. Seedorf (Bern)
    Seedorf (Bern) is a rural municipality in the canton of Bern, Switzerland, known for its agricultural landscape and location in the Seeland region.
  • C. Wankdorf district of Bern
    The Wankdorf district of Bern is a neighborhood in Switzerland’s capital city best known as the home of the football club BSC Young Boys and its main stadium complex.
  • D. Canton of Bern authorities
    The Canton of Bern authorities are the cantonal-level governmental bodies responsible for legislation, administration, and public services across the Swiss canton of Bern.
  • E. Allmend sports complex in Bern
    The Allmend sports complex in Bern is a major multi-sport and event area in Switzerland’s capital city, known for hosting large indoor arenas and outdoor facilities for professional and recreational activities.
  • 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_69d8d3855d50819097fc8561b0299dd9 completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e532c43de48190b49b87c1bb591016 completed April 19, 2026, 7:53 p.m.
NED1 Entity disambiguation (via context triple) batch_6a047141e8208190b240a11ae3b02ec0 completed May 13, 2026, 12:40 p.m.
NEDg Description generation batch_6a04738415508190945eec50944d96e9 completed May 13, 2026, 12:50 p.m.
NED2 Entity disambiguation (via description) batch_6a04746a380c819097df59bdbce0f6f6 completed May 13, 2026, 12:54 p.m.
Created at: April 10, 2026, 11:36 a.m.