Triple

T9441411
Position Surface form Disambiguated ID Type / Status
Subject Navigo E227653 entity
Predicate hasVariant P455 FINISHED
Object Navigo Liberté+ (pay-as-you-go)
Navigo Liberté+ (pay-as-you-go) is an Île-de-France public transport fare option that lets users pay per trip at discounted rates, with charges aggregated and billed monthly instead of requiring a fixed-period pass.
E798979 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: Navigo Liberté+ (pay-as-you-go) | Statement: [Navigo, hasVariant, Navigo Liberté+ (pay-as-you-go)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Navigo Liberté+ (pay-as-you-go)
Context triple: [Navigo, hasVariant, Navigo Liberté+ (pay-as-you-go)]
  • A. Free (French ISP brand via Iliad)
    Free is a major French telecommunications brand, operated by the Iliad group, known for its low-cost, disruptive internet and mobile phone services.
  • B. Google Fi (in selected regions)
    Google Fi (in selected regions) is Google’s mobile virtual network operator service that provides cellular, data, and Wi‑Fi coverage using partner carrier networks and seamless network switching.
  • C. Oyster pay as you go
    Oyster pay as you go is a contactless, stored-value fare payment system used across London’s public transport network, including the Underground, buses, and some rail services.
  • D. Free (French telecommunications company)
    Free is a major French telecommunications operator known for its low-cost, disruptive internet and mobile offers that helped transform France’s telecom market.
  • E. Freedom Mobile
    Freedom Mobile is a Canadian wireless telecommunications provider offering mobile phone and data services, primarily known for its budget-friendly plans in urban markets.
  • 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: Navigo Liberté+ (pay-as-you-go)
Triple: [Navigo, hasVariant, Navigo Liberté+ (pay-as-you-go)]
Generated description
Navigo Liberté+ (pay-as-you-go) is an Île-de-France public transport fare option that lets users pay per trip at discounted rates, with charges aggregated and billed monthly instead of requiring a fixed-period pass.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Navigo Liberté+ (pay-as-you-go)
Target entity description: Navigo Liberté+ (pay-as-you-go) is an Île-de-France public transport fare option that lets users pay per trip at discounted rates, with charges aggregated and billed monthly instead of requiring a fixed-period pass.
  • A. Free (French ISP brand via Iliad)
    Free is a major French telecommunications brand, operated by the Iliad group, known for its low-cost, disruptive internet and mobile phone services.
  • B. Google Fi (in selected regions)
    Google Fi (in selected regions) is Google’s mobile virtual network operator service that provides cellular, data, and Wi‑Fi coverage using partner carrier networks and seamless network switching.
  • C. Oyster pay as you go
    Oyster pay as you go is a contactless, stored-value fare payment system used across London’s public transport network, including the Underground, buses, and some rail services.
  • D. Free (French telecommunications company)
    Free is a major French telecommunications operator known for its low-cost, disruptive internet and mobile offers that helped transform France’s telecom market.
  • E. Freedom Mobile
    Freedom Mobile is a Canadian wireless telecommunications provider offering mobile phone and data services, primarily known for its budget-friendly plans in urban markets.
  • 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_69ca843884488190ad6cbe0153088234 completed March 30, 2026, 2:10 p.m.
NER Named-entity recognition batch_69cd7ee4f4a08190ada5ee14fec2b822 completed April 1, 2026, 8:24 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1105dc6b48190bd6c7d932d9f48d5 completed April 4, 2026, 1:21 p.m.
NEDg Description generation batch_69d1112e140c8190ad6d9b3a25d48af7 completed April 4, 2026, 1:25 p.m.
NED2 Entity disambiguation (via description) batch_69d111b6c1d881909eb555a6a524c6db completed April 4, 2026, 1:27 p.m.
Created at: March 30, 2026, 7:50 p.m.