Triple

T1620555
Position Surface form Disambiguated ID Type / Status
Subject Agricultural Marketing Service E35020 entity
Predicate hasPart P35 FINISHED
Object Livestock and Poultry Program
The Livestock and Poultry Program is a division within the USDA’s Agricultural Marketing Service that oversees grading, certification, and market support services for meat, livestock, and poultry industries in the United States.
E182367 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: Livestock and Poultry Program | Statement: [Agricultural Marketing Service, hasPart, Livestock and Poultry Program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Livestock and Poultry Program
Context triple: [Agricultural Marketing Service, hasPart, Livestock and Poultry Program]
  • A. National Programs in Animal Production and Protection
    National Programs in Animal Production and Protection are coordinated research initiatives of the USDA’s Agricultural Research Service focused on improving livestock production systems and safeguarding animal health and welfare.
  • B. Department of Animal Science
    The Department of Animal Science is an academic unit at Cornell University focused on research, teaching, and outreach related to the biology, management, and improvement of domestic and agricultural animals.
  • C. National Veterinary Accreditation Program
    The National Veterinary Accreditation Program is a United States federal initiative that certifies veterinarians to perform regulatory animal health services and disease control activities in cooperation with state and federal authorities.
  • D. institute of animal nutrition
    The Institute of Animal Nutrition is an academic and research unit specializing in the study of animal feeding, metabolism, and diet-related health within the veterinary sciences.
  • E. National Animal Health Monitoring System
    The National Animal Health Monitoring System is a U.S. nationwide surveillance and data-collection program that tracks the health, management, and productivity of domestic livestock and poultry populations.
  • 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: Livestock and Poultry Program
Triple: [Agricultural Marketing Service, hasPart, Livestock and Poultry Program]
Generated description
The Livestock and Poultry Program is a division within the USDA’s Agricultural Marketing Service that oversees grading, certification, and market support services for meat, livestock, and poultry industries in the United States.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Livestock and Poultry Program
Target entity description: The Livestock and Poultry Program is a division within the USDA’s Agricultural Marketing Service that oversees grading, certification, and market support services for meat, livestock, and poultry industries in the United States.
  • A. National Programs in Animal Production and Protection
    National Programs in Animal Production and Protection are coordinated research initiatives of the USDA’s Agricultural Research Service focused on improving livestock production systems and safeguarding animal health and welfare.
  • B. Department of Animal Science
    The Department of Animal Science is an academic unit at Cornell University focused on research, teaching, and outreach related to the biology, management, and improvement of domestic and agricultural animals.
  • C. National Veterinary Accreditation Program
    The National Veterinary Accreditation Program is a United States federal initiative that certifies veterinarians to perform regulatory animal health services and disease control activities in cooperation with state and federal authorities.
  • D. institute of animal nutrition
    The Institute of Animal Nutrition is an academic and research unit specializing in the study of animal feeding, metabolism, and diet-related health within the veterinary sciences.
  • E. National Animal Health Monitoring System
    The National Animal Health Monitoring System is a U.S. nationwide surveillance and data-collection program that tracks the health, management, and productivity of domestic livestock and poultry populations.
  • 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.