Triple

T23143526
Position Surface form Disambiguated ID Type / Status
Subject Passenger Rail Agency of South Africa E577524 entity
Predicate operatesService P5884 FINISHED
Object Autopax long-distance buses
Autopax long-distance buses are a major South African intercity coach service providing long-haul passenger transport between cities and towns across the country.
E1574462 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: Autopax long-distance buses | Statement: [Passenger Rail Agency of South Africa, operatesService, Autopax long-distance buses]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Autopax long-distance buses
Context triple: [Passenger Rail Agency of South Africa, operatesService, Autopax long-distance buses]
  • A. Autobuses del Norte
    Autobuses del Norte is a Mexico City Metro station that serves the nearby northern intercity bus terminal, connecting metro passengers with regional and long-distance bus services.
  • B. Transpatriot bus services
    Transpatriot bus services is a public transportation bus network operating in and around Bekasi, Indonesia, providing urban and commuter connections for local passengers.
  • C. BoltBus
    BoltBus is a low-cost intercity bus service in the United States and Canada known for offering budget-friendly fares and modern onboard amenities.
  • D. Movia buses
    Movia buses are the primary public bus network in the Copenhagen region, providing extensive urban and regional transport services that integrate with the city’s metro and rail systems.
  • E. Logan Express buses
    Logan Express buses are a dedicated airport shuttle service providing direct coach transportation between Boston Logan International Airport and several suburban locations in Massachusetts.
  • 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: Autopax long-distance buses
Triple: [Passenger Rail Agency of South Africa, operatesService, Autopax long-distance buses]
Generated description
Autopax long-distance buses are a major South African intercity coach service providing long-haul passenger transport between cities and towns across the country.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Autopax long-distance buses
Target entity description: Autopax long-distance buses are a major South African intercity coach service providing long-haul passenger transport between cities and towns across the country.
  • A. Autobuses del Norte
    Autobuses del Norte is a Mexico City Metro station that serves the nearby northern intercity bus terminal, connecting metro passengers with regional and long-distance bus services.
  • B. Transpatriot bus services
    Transpatriot bus services is a public transportation bus network operating in and around Bekasi, Indonesia, providing urban and commuter connections for local passengers.
  • C. BoltBus
    BoltBus is a low-cost intercity bus service in the United States and Canada known for offering budget-friendly fares and modern onboard amenities.
  • D. Movia buses
    Movia buses are the primary public bus network in the Copenhagen region, providing extensive urban and regional transport services that integrate with the city’s metro and rail systems.
  • E. Logan Express buses
    Logan Express buses are a dedicated airport shuttle service providing direct coach transportation between Boston Logan International Airport and several suburban locations in Massachusetts.
  • 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_69e245f8e6248190ba3d58e068b4dccb completed April 17, 2026, 2:38 p.m.
NER Named-entity recognition batch_69f18ecc3710819088ac5d72dad0459a completed April 29, 2026, 4:53 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c3091b7b8819083d7fd257275bdd0 completed May 19, 2026, 9:42 a.m.
NEDg Description generation batch_6a0c317030c481908991f978ca15085e completed May 19, 2026, 9:46 a.m.
NED2 Entity disambiguation (via description) batch_6a0c322595308190b33c9e09fb26c2cc completed May 19, 2026, 9:49 a.m.
Created at: April 17, 2026, 4 p.m.