Triple

T22112919
Position Surface form Disambiguated ID Type / Status
Subject SunGO card E546461 entity
Predicate network P2637 FINISHED
Object Sun Shuttle neighborhood and rural routes
Sun Shuttle neighborhood and rural routes are a set of local and rural public transit services in the Tucson, Arizona area that connect outlying communities and neighborhoods to the main Sun Tran bus network.
E1520478 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: Sun Shuttle neighborhood and rural routes | Statement: [SunGO card, network, Sun Shuttle neighborhood and rural routes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Sun Shuttle neighborhood and rural routes
Context triple: [SunGO card, network, Sun Shuttle neighborhood and rural routes]
  • A. Westside Express Service corridor
    The Westside Express Service corridor is a commuter rail line in the Portland, Oregon metropolitan area that provides weekday service between Beaverton and Wilsonville along a former freight rail route.
  • B. Route 102 Sharon Hill Line
    Route 102 Sharon Hill Line is a SEPTA-operated suburban trolley route in the Philadelphia area that provides light rail service between 69th Street Transportation Center and Sharon Hill.
  • C. Boulevard System South Parkways
    Boulevard System South Parkways is the southern segment of Chicago’s historic park and boulevard network, linking major parks through landscaped, tree-lined thoroughfares.
  • D. Metrobus routes
    Metrobus routes are public bus lines operating within the Washington Metropolitan Area Transit Authority (WMATA) system that provide local and regional transit service across neighborhoods in and around Washington, D.C.
  • E. Woodstock Road bus corridor
    The Woodstock Road bus corridor is a major public transport route in Oxford that runs along Woodstock Road, providing frequent bus services connecting North Oxford with the city centre and surrounding areas.
  • 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: Sun Shuttle neighborhood and rural routes
Triple: [SunGO card, network, Sun Shuttle neighborhood and rural routes]
Generated description
Sun Shuttle neighborhood and rural routes are a set of local and rural public transit services in the Tucson, Arizona area that connect outlying communities and neighborhoods to the main Sun Tran bus network.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Sun Shuttle neighborhood and rural routes
Target entity description: Sun Shuttle neighborhood and rural routes are a set of local and rural public transit services in the Tucson, Arizona area that connect outlying communities and neighborhoods to the main Sun Tran bus network.
  • A. Westside Express Service corridor
    The Westside Express Service corridor is a commuter rail line in the Portland, Oregon metropolitan area that provides weekday service between Beaverton and Wilsonville along a former freight rail route.
  • B. Route 102 Sharon Hill Line
    Route 102 Sharon Hill Line is a SEPTA-operated suburban trolley route in the Philadelphia area that provides light rail service between 69th Street Transportation Center and Sharon Hill.
  • C. Boulevard System South Parkways
    Boulevard System South Parkways is the southern segment of Chicago’s historic park and boulevard network, linking major parks through landscaped, tree-lined thoroughfares.
  • D. Metrobus routes
    Metrobus routes are public bus lines operating within the Washington Metropolitan Area Transit Authority (WMATA) system that provide local and regional transit service across neighborhoods in and around Washington, D.C.
  • E. Woodstock Road bus corridor
    The Woodstock Road bus corridor is a major public transport route in Oxford that runs along Woodstock Road, providing frequent bus services connecting North Oxford with the city centre and surrounding areas.
  • 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_69e11e38b3848190ac3a4fa97d56e65a completed April 16, 2026, 5:36 p.m.
NER Named-entity recognition batch_69f1294ae7608190901745384a023bab completed April 28, 2026, 9:40 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a8f19799c81909e736a0f19071297 completed May 18, 2026, 4:01 a.m.
NEDg Description generation batch_6a0a9345653c8190b4ae4eaed3082997 completed May 18, 2026, 4:19 a.m.
NED2 Entity disambiguation (via description) batch_6a0a93bcb82081908e7e6ff841c2cd8c completed May 18, 2026, 4:21 a.m.
Created at: April 16, 2026, 8:31 p.m.