Triple

T3957971
Position Surface form Disambiguated ID Type / Status
Subject Transperth E85826 entity
Predicate ticketingSystem P3383 FINISHED
Object SmartRider
SmartRider is a reusable contactless smart card used for electronic fare payment across Transperth’s public transport network in Western Australia.
 E401331 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: SmartRider | Statement: [Transperth, ticketingSystem, SmartRider]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: SmartRider
Context triple: [Transperth, ticketingSystem, SmartRider]
  • A. SacRT SmaRT Ride
    SacRT SmaRT Ride is an on-demand, microtransit shuttle service in the Sacramento area that allows riders to request shared trips through a mobile app or phone.
  • B. 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.
  • C. 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.
  • D. GrabBike
    GrabBike is Grab’s on-demand motorcycle ride-hailing service that offers quick, affordable two-wheeled transportation in various Southeast Asian cities.
  • E. Wheelon
    Wheelon is the surname of Albert D. Wheelon, an American physicist and intelligence official known for his pioneering work in satellite reconnaissance.
  • 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: SmartRider
Triple: [Transperth, ticketingSystem, SmartRider]
Generated description
SmartRider is a reusable contactless smart card used for electronic fare payment across Transperth’s public transport network in Western Australia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: SmartRider
Target entity description: SmartRider is a reusable contactless smart card used for electronic fare payment across Transperth’s public transport network in Western Australia.
  • A. SacRT SmaRT Ride
    SacRT SmaRT Ride is an on-demand, microtransit shuttle service in the Sacramento area that allows riders to request shared trips through a mobile app or phone.
  • B. 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.
  • C. 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.
  • D. GrabBike
    GrabBike is Grab’s on-demand motorcycle ride-hailing service that offers quick, affordable two-wheeled transportation in various Southeast Asian cities.
  • E. Wheelon
    Wheelon is the surname of Albert D. Wheelon, an American physicist and intelligence official known for his pioneering work in satellite reconnaissance.
  • 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_69aed93a96908190bcbdbfa718f155bd completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aef95d47a88190a374ea92dd0ab0b8 completed March 9, 2026, 4:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69b533b1bd1c81909d901ee334cb7b31 completed March 14, 2026, 10:08 a.m.
NEDg Description generation batch_69b53490827481909586fb8031a78b49 completed March 14, 2026, 10:12 a.m.
NED2 Entity disambiguation (via description) batch_69b53540217c819089b9ae3441805bac completed March 14, 2026, 10:15 a.m.
Created at: March 9, 2026, 3:31 p.m.