Triple

T2208157
Position Surface form Disambiguated ID Type / Status
Subject Pace fare system E50850 entity
Predicate usedOn P2367 FINISHED
Object Pace Pulse bus rapid transit routes
Pace Pulse bus rapid transit routes are a network of limited-stop, high-frequency express bus services in the Chicago metropolitan area designed to provide faster, more reliable transit along major corridors.
E244495 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: Pace Pulse bus rapid transit routes | Statement: [Pace fare system, usedOn, Pace Pulse bus rapid transit routes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Pace Pulse bus rapid transit routes
Context triple: [Pace fare system, usedOn, Pace Pulse bus rapid transit routes]
  • A. Macrobús bus rapid transit system
    The Macrobús bus rapid transit system is a high-capacity, dedicated-lane bus network serving the Guadalajara metropolitan area in Mexico as part of its integrated public transit system.
  • B. Rea Vaya bus rapid transit
    Rea Vaya bus rapid transit is a bus rapid transit system in Johannesburg, South Africa, designed to provide fast, reliable public transport along dedicated lanes connecting major areas including Soweto and the city center.
  • C. Pace fare system
    The Pace fare system is the payment and ticketing system used by Pace, the suburban bus division serving the Chicago metropolitan area.
  • D. Pace Suburban Bus
    Pace Suburban Bus is a public transportation agency serving the suburban areas of the Chicago metropolitan region with bus and paratransit services.
  • E. Metro Busway
    Metro Busway is Los Angeles County’s network of high-capacity, bus rapid transit corridors designed to provide faster, more reliable service than regular local bus lines.
  • 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: Pace Pulse bus rapid transit routes
Triple: [Pace fare system, usedOn, Pace Pulse bus rapid transit routes]
Generated description
Pace Pulse bus rapid transit routes are a network of limited-stop, high-frequency express bus services in the Chicago metropolitan area designed to provide faster, more reliable transit along major corridors.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Pace Pulse bus rapid transit routes
Target entity description: Pace Pulse bus rapid transit routes are a network of limited-stop, high-frequency express bus services in the Chicago metropolitan area designed to provide faster, more reliable transit along major corridors.
  • A. Macrobús bus rapid transit system
    The Macrobús bus rapid transit system is a high-capacity, dedicated-lane bus network serving the Guadalajara metropolitan area in Mexico as part of its integrated public transit system.
  • B. Rea Vaya bus rapid transit
    Rea Vaya bus rapid transit is a bus rapid transit system in Johannesburg, South Africa, designed to provide fast, reliable public transport along dedicated lanes connecting major areas including Soweto and the city center.
  • C. Pace fare system
    The Pace fare system is the payment and ticketing system used by Pace, the suburban bus division serving the Chicago metropolitan area.
  • D. Pace Suburban Bus
    Pace Suburban Bus is a public transportation agency serving the suburban areas of the Chicago metropolitan region with bus and paratransit services.
  • E. Metro Busway
    Metro Busway is Los Angeles County’s network of high-capacity, bus rapid transit corridors designed to provide faster, more reliable service than regular local bus lines.
  • 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_69a88b06709c8190978fb2418470d1b6 completed March 4, 2026, 7:41 p.m.
NER Named-entity recognition batch_69abbfcd53b88190991961f103a3e09a completed March 7, 2026, 6:03 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.
Created at: March 4, 2026, 7:46 p.m.