Triple

T17233082
Position Surface form Disambiguated ID Type / Status
Subject CATS bus network E418292 entity
Predicate connectsWith P37 FINISHED
Object CATS paratransit services
CATS paratransit services is a complementary, door-to-door transportation program providing accessible rides for people with disabilities who cannot use the regular CATS bus system.
 E1257022 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: CATS paratransit services | Statement: [CATS bus network, connectsWith, CATS paratransit services]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: CATS paratransit services
Context triple: [CATS bus network, connectsWith, CATS paratransit services]
  • A. STM paratransit services
    STM paratransit services is a specialized door-to-door public transit service in Montreal designed to provide accessible transportation for people with disabilities who cannot use the regular bus and metro network.
  • B. CATS bus network
    The CATS bus network is the primary public bus transit system serving Charlotte, North Carolina and its surrounding region.
  • C. Access-A-Ride paratransit
    Access-A-Ride paratransit is a door-to-door, reservation-based transportation service providing accessible rides for people with disabilities who cannot use New York City’s regular public transit.
  • D. MobilityPLUS paratransit service
    MobilityPLUS paratransit service is a specialized, accessible public transportation service providing door-to-door or curb-to-curb rides for people with disabilities in the Grand River Transit service area.
  • E. ADA paratransit
    ADA paratransit is a door-to-door, reservation-based public transportation service designed to provide accessible rides for people with disabilities who cannot use regular fixed-route transit.
  • 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: CATS paratransit services
Triple: [CATS bus network, connectsWith, CATS paratransit services]
Generated description
CATS paratransit services is a complementary, door-to-door transportation program providing accessible rides for people with disabilities who cannot use the regular CATS bus system.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: CATS paratransit services
Target entity description: CATS paratransit services is a complementary, door-to-door transportation program providing accessible rides for people with disabilities who cannot use the regular CATS bus system.
  • A. STM paratransit services
    STM paratransit services is a specialized door-to-door public transit service in Montreal designed to provide accessible transportation for people with disabilities who cannot use the regular bus and metro network.
  • B. CATS bus network
    The CATS bus network is the primary public bus transit system serving Charlotte, North Carolina and its surrounding region.
  • C. Access-A-Ride paratransit
    Access-A-Ride paratransit is a door-to-door, reservation-based transportation service providing accessible rides for people with disabilities who cannot use New York City’s regular public transit.
  • D. MobilityPLUS paratransit service
    MobilityPLUS paratransit service is a specialized, accessible public transportation service providing door-to-door or curb-to-curb rides for people with disabilities in the Grand River Transit service area.
  • E. ADA paratransit
    ADA paratransit is a door-to-door, reservation-based public transportation service designed to provide accessible rides for people with disabilities who cannot use regular fixed-route transit.
  • 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_69d886d8e96081909870bff6c3d0bf09 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e42df9558481909e2e50ae0b02acf7 completed April 19, 2026, 1:20 a.m.
NED1 Entity disambiguation (via context triple) batch_6a016760873c8190bab70ad4ca0c6d8e completed May 11, 2026, 5:21 a.m.
NEDg Description generation batch_6a016838367c8190b5117d5314f71a16 completed May 11, 2026, 5:25 a.m.
NED2 Entity disambiguation (via description) batch_6a0168976af88190a5f839a93538ac6f completed May 11, 2026, 5:26 a.m.
Created at: April 10, 2026, 5:39 a.m.