Triple

T1620558
Position Surface form Disambiguated ID Type / Status
Subject Agricultural Marketing Service E35020 entity
Predicate hasPart P35 FINISHED
Object Transportation and Marketing Program
The Transportation and Marketing Program is a division of the USDA’s Agricultural Marketing Service that works to improve the efficiency, accessibility, and infrastructure of agricultural transportation and marketing channels across the United States.
E182370 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: Transportation and Marketing Program | Statement: [Agricultural Marketing Service, hasPart, Transportation and Marketing Program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Transportation and Marketing Program
Context triple: [Agricultural Marketing Service, hasPart, Transportation and Marketing Program]
  • A. Marketing and Regulatory Programs Business Services
    Marketing and Regulatory Programs Business Services is a support division within the U.S. Department of Agriculture that provides shared business, financial, and administrative services to marketing and regulatory agencies such as the Animal and Plant Health Inspection Service.
  • B. Transportation Services Index
    The Transportation Services Index is a U.S. economic indicator that tracks the volume of freight and passenger transportation services to gauge activity in the transportation sector and the broader economy.
  • C. Transportation and Ticket Center
    The Transportation and Ticket Center is Walt Disney World's primary transit and ticketing hub, where guests park, purchase admission, and transfer via monorail or ferryboat to the Magic Kingdom and other resort areas.
  • D. Traffic Programs Section
    The Traffic Programs Section is a specialized unit within the Massachusetts State Police responsible for overseeing traffic safety initiatives, enforcement programs, and related operational support across the state’s roadways.
  • E. Spirit of Transportation
    Spirit of Transportation is a monumental sculptural work by Swedish-American artist Carl Milles that allegorically celebrates the power and progress of modern transport.
  • 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: Transportation and Marketing Program
Triple: [Agricultural Marketing Service, hasPart, Transportation and Marketing Program]
Generated description
The Transportation and Marketing Program is a division of the USDA’s Agricultural Marketing Service that works to improve the efficiency, accessibility, and infrastructure of agricultural transportation and marketing channels across the United States.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Transportation and Marketing Program
Target entity description: The Transportation and Marketing Program is a division of the USDA’s Agricultural Marketing Service that works to improve the efficiency, accessibility, and infrastructure of agricultural transportation and marketing channels across the United States.
  • A. Marketing and Regulatory Programs Business Services
    Marketing and Regulatory Programs Business Services is a support division within the U.S. Department of Agriculture that provides shared business, financial, and administrative services to marketing and regulatory agencies such as the Animal and Plant Health Inspection Service.
  • B. Transportation Services Index
    The Transportation Services Index is a U.S. economic indicator that tracks the volume of freight and passenger transportation services to gauge activity in the transportation sector and the broader economy.
  • C. Transportation and Ticket Center
    The Transportation and Ticket Center is Walt Disney World's primary transit and ticketing hub, where guests park, purchase admission, and transfer via monorail or ferryboat to the Magic Kingdom and other resort areas.
  • D. Traffic Programs Section
    The Traffic Programs Section is a specialized unit within the Massachusetts State Police responsible for overseeing traffic safety initiatives, enforcement programs, and related operational support across the state’s roadways.
  • E. Spirit of Transportation
    Spirit of Transportation is a monumental sculptural work by Swedish-American artist Carl Milles that allegorically celebrates the power and progress of modern transport.
  • 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_69a886023194819080a3fccd6e325d0e completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69a909b0738c8190b073e0ccec5e217d completed March 5, 2026, 4:42 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad51d2cbb481908bc74cecdc023547 completed March 8, 2026, 10:39 a.m.
NEDg Description generation batch_69ad5277c64481909ffe991fd4579d0d completed March 8, 2026, 10:41 a.m.
NED2 Entity disambiguation (via description) batch_69ad52f8dda48190969a31b85b1d5134 completed March 8, 2026, 10:44 a.m.
Created at: March 4, 2026, 7:28 p.m.