Triple

T2208369
Position Surface form Disambiguated ID Type / Status
Subject French autoroute network E50854 entity
Predicate electronicTollBrand P37451 FINISHED
Object Liber-t
Liber-t is a French electronic toll collection system that allows drivers to pass through motorway tolls without stopping by using a transponder linked to their account.
E244512 NE FINISHED

How this triple was built (5 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: Liber-t | Statement: [French autoroute network, electronicTollBrand, Liber-t]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Liber-t
Context triple: [French autoroute network, electronicTollBrand, Liber-t]
  • A. Liber
    Liber is an ancient Roman god associated with viticulture, fertility, and freedom, often identified with the Greek god Dionysus.
  • B. Libre
    Libre is a popular Yves Saint Laurent fragrance known for its bold, modern floral scent that blends lavender, orange blossom, and vanilla.
  • C. Vrijheid
    Vrijheid was a Dutch ship of the line that served as the flagship of the Dutch fleet during the late 18th century and was captured by the British at the Battle of Camperdown in 1797.
  • D. Liberty
    Liberty is the abstract ideal of personal and political freedom, often personified as a female figure symbolizing independence and human rights.
  • E. Voices of Liberty
    Voices of Liberty is an a cappella singing group at EPCOT in Walt Disney World, known for performing patriotic and Americana music in rich, multi-part harmony.
  • 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: Liber-t
Triple: [French autoroute network, electronicTollBrand, Liber-t]
Generated description
Liber-t is a French electronic toll collection system that allows drivers to pass through motorway tolls without stopping by using a transponder linked to their account.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Liber-t
Target entity description: Liber-t is a French electronic toll collection system that allows drivers to pass through motorway tolls without stopping by using a transponder linked to their account.
  • A. Liber
    Liber is an ancient Roman god associated with viticulture, fertility, and freedom, often identified with the Greek god Dionysus.
  • B. Libre
    Libre is a popular Yves Saint Laurent fragrance known for its bold, modern floral scent that blends lavender, orange blossom, and vanilla.
  • C. Vrijheid
    Vrijheid was a Dutch ship of the line that served as the flagship of the Dutch fleet during the late 18th century and was captured by the British at the Battle of Camperdown in 1797.
  • D. Liberty
    Liberty is the abstract ideal of personal and political freedom, often personified as a female figure symbolizing independence and human rights.
  • E. Voices of Liberty
    Voices of Liberty is an a cappella singing group at EPCOT in Walt Disney World, known for performing patriotic and Americana music in rich, multi-part harmony.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: electronicTollBrand
Context triple: [French autoroute network, electronicTollBrand, Liber-t]
  • A. isTollFacilityOf
    Indicates that a facility (such as a toll booth, plaza, or gantry) is part of, or used to collect tolls for, a specific toll road or toll transportation infrastructure.
  • B. tollFacilityName
    Indicates the name assigned to a toll facility where tolls are collected.
  • C. tollingType
    Indicates the specific method or basis by which a toll, fee, or charge is applied or calculated in a given context.
  • D. fareSystem
    Indicates a relationship where a system is used to determine, collect, or manage fares or payments for transportation or similar services.
  • E. hasToll
    Indicates that the use, access, or passage associated with something requires payment of a toll or fee.
  • F. None of above. chosen

Provenance (7 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_69a88b06709c8190978fb2418470d1b6 completed March 4, 2026, 7:41 p.m.
NER Named-entity recognition batch_69abc1baa0948190b07ffc347a4f714e completed March 7, 2026, 6:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae654e22b48190bb40f7c61bb359b1 completed March 9, 2026, 6:14 a.m.
NEDg Description generation batch_69ae6608d3ac8190923cd6a6ce7c4c89 completed March 9, 2026, 6:17 a.m.
NED2 Entity disambiguation (via description) batch_69ae66a751f881908fda164de72dac9b completed March 9, 2026, 6:20 a.m.
PD Predicate disambiguation batch_69abbda8a6dc8190aa855ce2d17194b1 completed March 7, 2026, 5:54 a.m.
PDg Predicate description generation batch_69abc1b912c08190b9d7bc9230e49d1d completed March 7, 2026, 6:12 a.m.
Created at: March 4, 2026, 7:46 p.m.