Triple

T1620560
Position Surface form Disambiguated ID Type / Status
Subject Agricultural Marketing Service E35020 entity
Predicate hasPart P35 FINISHED
Object Commodity Procurement Program
The Commodity Procurement Program is a U.S. Department of Agriculture initiative that purchases domestically produced foods to support American agriculture and supply nutrition assistance and school meal programs.
E182371 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: Commodity Procurement Program | Statement: [Agricultural Marketing Service, hasPart, Commodity Procurement Program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Commodity Procurement Program
Context triple: [Agricultural Marketing Service, hasPart, Commodity Procurement Program]
  • A. Commodity Stabilization Service
    The Commodity Stabilization Service was a U.S. Department of Agriculture agency responsible for administering farm price support and commodity stabilization programs during the mid-20th century.
  • B. Commodity Supplemental Food Program
    The Commodity Supplemental Food Program is a U.S. Department of Agriculture nutrition assistance program that provides monthly packages of nutritious USDA foods to low-income older adults.
  • C. Office of Federal Procurement Policy
    The Office of Federal Procurement Policy is a U.S. federal office that provides overall direction for government-wide procurement policies, regulations, and procedures to promote economy, efficiency, and effectiveness in federal contracting.
  • D. Office of Acquisition Workforce Management
    The Office of Acquisition Workforce Management is a U.S. General Services Administration office responsible for developing, managing, and supporting the federal acquisition workforce and its training, policies, and career development programs.
  • E. Joint Purchasing Agency
    The Joint Purchasing Agency was a U.S. military logistics organization responsible for centralized procurement of supplies and equipment for the armed 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: Commodity Procurement Program
Triple: [Agricultural Marketing Service, hasPart, Commodity Procurement Program]
Generated description
The Commodity Procurement Program is a U.S. Department of Agriculture initiative that purchases domestically produced foods to support American agriculture and supply nutrition assistance and school meal programs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Commodity Procurement Program
Target entity description: The Commodity Procurement Program is a U.S. Department of Agriculture initiative that purchases domestically produced foods to support American agriculture and supply nutrition assistance and school meal programs.
  • A. Commodity Stabilization Service
    The Commodity Stabilization Service was a U.S. Department of Agriculture agency responsible for administering farm price support and commodity stabilization programs during the mid-20th century.
  • B. Commodity Supplemental Food Program
    The Commodity Supplemental Food Program is a U.S. Department of Agriculture nutrition assistance program that provides monthly packages of nutritious USDA foods to low-income older adults.
  • C. Office of Federal Procurement Policy
    The Office of Federal Procurement Policy is a U.S. federal office that provides overall direction for government-wide procurement policies, regulations, and procedures to promote economy, efficiency, and effectiveness in federal contracting.
  • D. Office of Acquisition Workforce Management
    The Office of Acquisition Workforce Management is a U.S. General Services Administration office responsible for developing, managing, and supporting the federal acquisition workforce and its training, policies, and career development programs.
  • E. Joint Purchasing Agency
    The Joint Purchasing Agency was a U.S. military logistics organization responsible for centralized procurement of supplies and equipment for the armed 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_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.