Triple
T8304192
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Navigo pass |
E194419
|
entity |
| Predicate | hasVariant |
P455
|
FINISHED |
| Object |
Navigo Liberté+ (pay-as-you-go)
Navigo Liberté+ (pay-as-you-go) is a flexible, postpaid version of the Paris region’s Navigo transport card that charges users per trip instead of requiring a fixed-period pass.
|
E270456
|
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 pass, 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 pass, 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 pass, hasVariant, Navigo Liberté+ (pay-as-you-go)]
Generated description
Navigo Liberté+ (pay-as-you-go) is a flexible, postpaid version of the Paris region’s Navigo transport card that charges users per trip 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 a flexible, postpaid version of the Paris region’s Navigo transport card that charges users per trip 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
chosen
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.
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_69ca82e613e88190bf8139669bbd0d53 |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cb7e8b9f6081909100d1da8a078616 |
completed | March 31, 2026, 7:58 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cd9545ffc48190869906b02692b873 |
completed | April 1, 2026, 9:59 p.m. |
| NEDg | Description generation | batch_69cdab59ac188190ac017651b5a9a04a |
completed | April 1, 2026, 11:33 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cdb2ae376c8190b3918ba6b269dba9 |
completed | April 2, 2026, 12:05 a.m. |
Created at: March 30, 2026, 5:53 p.m.