Triple

T2885544
Position Surface form Disambiguated ID Type / Status
Subject New Mexico Rail Runner Express E59495 entity
Predicate connectsWith P37 FINISHED
Object Santa Fe Trails bus system
The Santa Fe Trails bus system is the public transit network serving Santa Fe, New Mexico, providing local bus services that connect neighborhoods, commercial areas, and regional rail links.
E310640 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: Santa Fe Trails bus system | Statement: [New Mexico Rail Runner Express, connectsWith, Santa Fe Trails bus system]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Santa Fe Trails bus system
Context triple: [New Mexico Rail Runner Express, connectsWith, Santa Fe Trails bus system]
  • A. Albuquerque Rapid Transit
    Albuquerque Rapid Transit is a bus rapid transit system in Albuquerque, New Mexico, designed to provide faster, higher-capacity public transportation along key corridors in the city.
  • B. Sun Tran bus system
    Sun Tran bus system is the primary public bus transit network serving the city of Tucson and its surrounding areas.
  • C. Tucson Train
    "Tucson Train" is a song by Bruce Springsteen from his album *Western Stars*, reflecting themes of longing, change, and emotional renewal.
  • D. New Mexico Rail Runner Express
    The New Mexico Rail Runner Express is a commuter rail service that connects major cities and communities in central New Mexico, including Albuquerque and Santa Fe.
  • E. Greenway Public Transportation
    Greenway Public Transportation is a regional public transit agency providing bus and demand-response services in and around Newton, North Carolina.
  • 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: Santa Fe Trails bus system
Triple: [New Mexico Rail Runner Express, connectsWith, Santa Fe Trails bus system]
Generated description
The Santa Fe Trails bus system is the public transit network serving Santa Fe, New Mexico, providing local bus services that connect neighborhoods, commercial areas, and regional rail links.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Santa Fe Trails bus system
Target entity description: The Santa Fe Trails bus system is the public transit network serving Santa Fe, New Mexico, providing local bus services that connect neighborhoods, commercial areas, and regional rail links.
  • A. Albuquerque Rapid Transit
    Albuquerque Rapid Transit is a bus rapid transit system in Albuquerque, New Mexico, designed to provide faster, higher-capacity public transportation along key corridors in the city.
  • B. Sun Tran bus system
    Sun Tran bus system is the primary public bus transit network serving the city of Tucson and its surrounding areas.
  • C. Tucson Train
    "Tucson Train" is a song by Bruce Springsteen from his album *Western Stars*, reflecting themes of longing, change, and emotional renewal.
  • D. New Mexico Rail Runner Express
    The New Mexico Rail Runner Express is a commuter rail service that connects major cities and communities in central New Mexico, including Albuquerque and Santa Fe.
  • E. Greenway Public Transportation
    Greenway Public Transportation is a regional public transit agency providing bus and demand-response services in and around Newton, North Carolina.
  • 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_69ab4ac739188190a112f42a5a69c951 completed March 6, 2026, 9:44 p.m.
NER Named-entity recognition batch_69abe04476588190b0db0880e14c79b5 completed March 7, 2026, 8:22 a.m.
NED1 Entity disambiguation (via context triple) batch_69b055f2d72c8190b81b2b0b3093ae57 completed March 10, 2026, 5:33 p.m.
NEDg Description generation batch_69b0642692f0819089b65a84b3596627 completed March 10, 2026, 6:34 p.m.
NED2 Entity disambiguation (via description) batch_69b064788ac88190a42f52ac8ace85fd completed March 10, 2026, 6:35 p.m.
Created at: March 6, 2026, 10:03 p.m.