Triple

T5324980
Position Surface form Disambiguated ID Type / Status
Subject Environmental Quality Incentives Program E121762 entity
Predicate monitoredBy P752 FINISHED
Object Office of Inspector General of USDA
The Office of Inspector General of USDA is an independent oversight body within the U.S. Department of Agriculture that conducts audits, investigations, and evaluations to prevent fraud, waste, and abuse and to ensure integrity in the department’s programs and operations.
E511898 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: Office of Inspector General of USDA | Statement: [Environmental Quality Incentives Program, monitoredBy, Office of Inspector General of USDA]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Office of Inspector General of USDA
Context triple: [Environmental Quality Incentives Program, monitoredBy, Office of Inspector General of USDA]
  • A. United States Department of Agriculture
    The United States Department of Agriculture is a federal executive department responsible for developing and executing national policies on farming, forestry, rural economic development, and food safety.
  • B. National Institute of Food and Agriculture
    The National Institute of Food and Agriculture is a U.S. federal agency that funds and supports research, education, and extension programs to advance agriculture, food systems, and related sciences.
  • C. Department of Agriculture
    The Department of Agriculture is the Philippine government agency responsible for promoting agricultural development, ensuring food security, and supporting farmers and fisherfolk across the country.
  • D. Food Safety and Inspection Service
    The Food Safety and Inspection Service is a U.S. federal agency responsible for ensuring the safety, wholesomeness, and proper labeling of meat, poultry, and certain egg products.
  • E. Federal Agency for Agriculture and Food
    The Federal Agency for Agriculture and Food is a German government authority responsible for implementing national and EU policies on agriculture, food, rural development, and fisheries.
  • 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: Office of Inspector General of USDA
Triple: [Environmental Quality Incentives Program, monitoredBy, Office of Inspector General of USDA]
Generated description
The Office of Inspector General of USDA is an independent oversight body within the U.S. Department of Agriculture that conducts audits, investigations, and evaluations to prevent fraud, waste, and abuse and to ensure integrity in the department’s programs and operations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Office of Inspector General of USDA
Target entity description: The Office of Inspector General of USDA is an independent oversight body within the U.S. Department of Agriculture that conducts audits, investigations, and evaluations to prevent fraud, waste, and abuse and to ensure integrity in the department’s programs and operations.
  • A. United States Department of Agriculture
    The United States Department of Agriculture is a federal executive department responsible for developing and executing national policies on farming, forestry, rural economic development, and food safety.
  • B. National Institute of Food and Agriculture
    The National Institute of Food and Agriculture is a U.S. federal agency that funds and supports research, education, and extension programs to advance agriculture, food systems, and related sciences.
  • C. Department of Agriculture
    The Department of Agriculture is the Philippine government agency responsible for promoting agricultural development, ensuring food security, and supporting farmers and fisherfolk across the country.
  • D. Food Safety and Inspection Service
    The Food Safety and Inspection Service is a U.S. federal agency responsible for ensuring the safety, wholesomeness, and proper labeling of meat, poultry, and certain egg products.
  • E. Federal Agency for Agriculture and Food
    The Federal Agency for Agriculture and Food is a German government authority responsible for implementing national and EU policies on agriculture, food, rural development, and fisheries.
  • 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_69bd463d956c819088105c3db802c017 completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd857b41e0819091a51286d0de214c completed March 20, 2026, 5:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf18abdcc48190bca5c7fc354c2471 completed March 21, 2026, 10:16 p.m.
NEDg Description generation batch_69bf19a73b888190a903124a9da5e172 completed March 21, 2026, 10:20 p.m.
NED2 Entity disambiguation (via description) batch_69bf19fc79148190a02c4ddf2f6abdf7 completed March 21, 2026, 10:21 p.m.
Created at: March 20, 2026, 1:59 p.m.