Triple

T10376117
Position Surface form Disambiguated ID Type / Status
Subject Télépéage E244511 entity
Predicate hasBrand P1500 FINISHED
Object Bip&Go
Bip&Go is a French electronic toll collection service provider that offers transponders for convenient automated payment on motorways and in car parks across Europe.
 E860350 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: Bip&Go | Statement: [Télépéage, hasBrand, Bip&Go]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bip&Go
Context triple: [Télépéage, hasBrand, Bip&Go]
  • A. Ofo
    Ofo were a Native American people historically located in the Southeastern Woodlands, known for their Siouan language and eventual migration into present-day Mississippi and Louisiana.
  • B. Byfleet
    Byfleet is a village and former civil parish in southeast England, situated within the county of Surrey.
  • C. Ola Bike
    Ola Bike is a bike-taxi service operated by Indian ride-hailing company Ola, providing affordable two-wheeler rides for short-distance urban travel.
  • D. OFO
    OFO is the commonly used abbreviation for the Oslo Philharmonic Orchestra, one of Norway’s leading symphony orchestras.
  • E. OFO
    OFO is the acronym for the U.S. Equal Employment Opportunity Commission’s Office of Federal Operations, which oversees and adjudicates federal sector equal employment opportunity complaints and appeals.
  • 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: Bip&Go
Triple: [Télépéage, hasBrand, Bip&Go]
Generated description
Bip&Go is a French electronic toll collection service provider that offers transponders for convenient automated payment on motorways and in car parks across Europe.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bip&Go
Target entity description: Bip&Go is a French electronic toll collection service provider that offers transponders for convenient automated payment on motorways and in car parks across Europe.
  • A. Ofo
    Ofo were a Native American people historically located in the Southeastern Woodlands, known for their Siouan language and eventual migration into present-day Mississippi and Louisiana.
  • B. Byfleet
    Byfleet is a village and former civil parish in southeast England, situated within the county of Surrey.
  • C. Ola Bike
    Ola Bike is a bike-taxi service operated by Indian ride-hailing company Ola, providing affordable two-wheeler rides for short-distance urban travel.
  • D. OFO
    OFO is the acronym for the U.S. Equal Employment Opportunity Commission’s Office of Federal Operations, which oversees and adjudicates federal sector equal employment opportunity complaints and appeals.
  • E. OFO
    OFO is the commonly used abbreviation for the Oslo Philharmonic Orchestra, one of Norway’s leading symphony orchestras.
  • 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_69d381b3e328819094b23b8edcd29b5a completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4e98278e08190a4d3ff88b4039e49 completed April 7, 2026, 11:24 a.m.
NED1 Entity disambiguation (via context triple) batch_69d795754570819093747f80e32fffce completed April 9, 2026, 12:03 p.m.
NEDg Description generation batch_69d7bde050ac8190b87a0c81700ad1b1 completed April 9, 2026, 2:55 p.m.
NED2 Entity disambiguation (via description) batch_69d7e60afaf481909a0790c94e323143 completed April 9, 2026, 5:46 p.m.
Created at: April 6, 2026, 12:02 p.m.