Triple

T12876990
Position Surface form Disambiguated ID Type / Status
Subject California Transportation Commission E307993 entity
Predicate programsInclude P10191 FINISHED
Object Active Transportation Program
The Active Transportation Program is a California initiative that funds and promotes walking, bicycling, and other non-motorized transportation projects to improve safety, public health, and mobility.
E1006432 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: Active Transportation Program | Statement: [California Transportation Commission, programsInclude, Active Transportation Program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Active Transportation Program
Context triple: [California Transportation Commission, programsInclude, Active Transportation Program]
  • A. Transportation Improvement Programs
    Transportation Improvement Programs are short-range, federally required planning documents that prioritize and allocate funding for transportation projects within a metropolitan area.
  • B. Clean Transportation Program
    The Clean Transportation Program is a California initiative that funds and promotes advanced, low- and zero-emission transportation technologies to reduce petroleum dependence and greenhouse gas emissions.
  • C. Sustainable Streets Division
    The Sustainable Streets Division is a unit of San Francisco’s transportation agency responsible for planning, designing, and managing street infrastructure and policies to promote safe, efficient, and environmentally friendly travel.
  • D. Mass Transportation Demonstration Program
    The Mass Transportation Demonstration Program was a U.S. federal initiative that funded experimental and pilot public transit projects to improve urban transportation systems.
  • E. Organic Transitions Program
    The Organic Transitions Program is a U.S. Department of Agriculture grant program that supports research, education, and extension projects helping farmers and ranchers transition from conventional to certified organic production systems.
  • 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: Active Transportation Program
Triple: [California Transportation Commission, programsInclude, Active Transportation Program]
Generated description
The Active Transportation Program is a California initiative that funds and promotes walking, bicycling, and other non-motorized transportation projects to improve safety, public health, and mobility.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Active Transportation Program
Target entity description: The Active Transportation Program is a California initiative that funds and promotes walking, bicycling, and other non-motorized transportation projects to improve safety, public health, and mobility.
  • A. Transportation Improvement Programs
    Transportation Improvement Programs are short-range, federally required planning documents that prioritize and allocate funding for transportation projects within a metropolitan area.
  • B. Clean Transportation Program
    The Clean Transportation Program is a California initiative that funds and promotes advanced, low- and zero-emission transportation technologies to reduce petroleum dependence and greenhouse gas emissions.
  • C. Sustainable Streets Division
    The Sustainable Streets Division is a unit of San Francisco’s transportation agency responsible for planning, designing, and managing street infrastructure and policies to promote safe, efficient, and environmentally friendly travel.
  • D. Mass Transportation Demonstration Program
    The Mass Transportation Demonstration Program was a U.S. federal initiative that funded experimental and pilot public transit projects to improve urban transportation systems.
  • E. Organic Transitions Program
    The Organic Transitions Program is a U.S. Department of Agriculture grant program that supports research, education, and extension projects helping farmers and ranchers transition from conventional to certified organic production systems.
  • 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_69d7bdf69bc48190af6c2621f28ca351 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d970fa8474819086a8af3c90f3ca84 completed April 10, 2026, 9:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69f69bb83bac8190838f7537b806317c completed May 3, 2026, 12:50 a.m.
NEDg Description generation batch_69f69cc60c488190a5a71e25c075e9ff completed May 3, 2026, 12:54 a.m.
NED2 Entity disambiguation (via description) batch_69f69d845a9081909b40562825c1c500 completed May 3, 2026, 12:57 a.m.
Created at: April 9, 2026, 5:38 p.m.