Triple

T5793073
Position Surface form Disambiguated ID Type / Status
Subject Sun Tran E128441 entity
Predicate governingBody P46 FINISHED
Object Tucson Department of Transportation and Mobility
The Tucson Department of Transportation and Mobility is the municipal agency responsible for planning, operating, and overseeing Tucson’s transportation systems and mobility services, including public transit.
 E546462 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: Tucson Department of Transportation and Mobility | Statement: [Sun Tran, governingBody, Tucson Department of Transportation and Mobility]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Tucson Department of Transportation and Mobility
Context triple: [Sun Tran, governingBody, Tucson Department of Transportation and Mobility]
  • A. Tucson City Council
    The Tucson City Council is the elected legislative body responsible for setting policy, passing ordinances, and overseeing municipal governance in Tucson, Arizona.
  • B. Arizona Department of Transportation
    The Arizona Department of Transportation is the state agency responsible for planning, building, and maintaining Arizona’s highway and transportation infrastructure.
  • C. City of Phoenix Public Transit Department
    The City of Phoenix Public Transit Department is the municipal agency that originally established and oversees much of the public transportation services in Phoenix, Arizona, contributing to the regional Valley Metro system.
  • D. Transito Ariza
    Transito Ariza is a character in Gabriel García Márquez's novel "Love in the Time of Cholera," known as the devoted and resourceful mother of Florentino Ariza.
  • E. City of Fresno Department of Transportation
    The City of Fresno Department of Transportation is the municipal agency responsible for planning, operating, and managing Fresno’s public transportation and related mobility 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: Tucson Department of Transportation and Mobility
Triple: [Sun Tran, governingBody, Tucson Department of Transportation and Mobility]
Generated description
The Tucson Department of Transportation and Mobility is the municipal agency responsible for planning, operating, and overseeing Tucson’s transportation systems and mobility services, including public transit.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Tucson Department of Transportation and Mobility
Target entity description: The Tucson Department of Transportation and Mobility is the municipal agency responsible for planning, operating, and overseeing Tucson’s transportation systems and mobility services, including public transit.
  • A. Tucson City Council
    The Tucson City Council is the elected legislative body responsible for setting policy, passing ordinances, and overseeing municipal governance in Tucson, Arizona.
  • B. Arizona Department of Transportation
    The Arizona Department of Transportation is the state agency responsible for planning, building, and maintaining Arizona’s highway and transportation infrastructure.
  • C. City of Phoenix Public Transit Department
    The City of Phoenix Public Transit Department is the municipal agency that originally established and oversees much of the public transportation services in Phoenix, Arizona, contributing to the regional Valley Metro system.
  • D. Transito Ariza
    Transito Ariza is a character in Gabriel García Márquez's novel "Love in the Time of Cholera," known as the devoted and resourceful mother of Florentino Ariza.
  • E. City of Fresno Department of Transportation
    The City of Fresno Department of Transportation is the municipal agency responsible for planning, operating, and managing Fresno’s public transportation and related mobility 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_69c00845ca68819081a2ce3ecca577f7 completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c02a905da88190bc710c6743af2d83 completed March 22, 2026, 5:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69c09824c7f0819095565e0f29b3a508 completed March 23, 2026, 1:32 a.m.
NEDg Description generation batch_69c098a0325c81909a1326b94e40ed50 completed March 23, 2026, 1:34 a.m.
NED2 Entity disambiguation (via description) batch_69c09943deec819085992c4e44050a34 completed March 23, 2026, 1:37 a.m.
Created at: March 22, 2026, 3:51 p.m.