Triple

T6862429
Position Surface form Disambiguated ID Type / Status
Subject MEL E158312 entity
Predicate hasGroundTransport P1298 FINISHED
Object SkyBus express bus
SkyBus express bus is a dedicated airport shuttle service providing frequent, direct coach connections between Melbourne Airport and central Melbourne locations.
 E624395 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: SkyBus express bus | Statement: [MEL, hasGroundTransport, SkyBus express bus]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: SkyBus express bus
Context triple: [MEL, hasGroundTransport, SkyBus express bus]
  • A. FlyAway Bus
    FlyAway Bus is an express shuttle service that provides direct, frequent connections between Los Angeles International Airport and key locations throughout the Los Angeles area.
  • B. ST Express bus
    ST Express bus is a regional express bus service in the Puget Sound area of Washington State, providing fast, limited-stop connections between major cities and transit hubs.
  • 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. FlixBus
    FlixBus is a long-distance intercity bus company offering low-cost coach travel across numerous cities in North America and Europe.
  • E. 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.
  • 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: SkyBus express bus
Triple: [MEL, hasGroundTransport, SkyBus express bus]
Generated description
SkyBus express bus is a dedicated airport shuttle service providing frequent, direct coach connections between Melbourne Airport and central Melbourne locations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: SkyBus express bus
Target entity description: SkyBus express bus is a dedicated airport shuttle service providing frequent, direct coach connections between Melbourne Airport and central Melbourne locations.
  • A. FlyAway Bus
    FlyAway Bus is an express shuttle service that provides direct, frequent connections between Los Angeles International Airport and key locations throughout the Los Angeles area.
  • B. ST Express bus
    ST Express bus is a regional express bus service in the Puget Sound area of Washington State, providing fast, limited-stop connections between major cities and transit hubs.
  • 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. FlixBus
    FlixBus is a long-distance intercity bus company offering low-cost coach travel across numerous cities in North America and Europe.
  • E. 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.
  • 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_69c68830cdbc8190a8301c7a9d9f651a completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d887d6648190a0c2d1cb1b284bfe completed March 27, 2026, 7:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69c72fed3e788190b2b68fc93173f73e completed March 28, 2026, 1:33 a.m.
NEDg Description generation batch_69c7361177ac8190b1e06cb15d258d0f completed March 28, 2026, 1:59 a.m.
NED2 Entity disambiguation (via description) batch_69c7381015a081909f9b32732f826d2c completed March 28, 2026, 2:08 a.m.
Created at: March 27, 2026, 2:21 p.m.