Triple

T263519
Position Surface form Disambiguated ID Type / Status
Subject Production and Marketing Administration E5803 entity
Predicate replacedBy P101 FINISHED
Object Agricultural Marketing Service
The Agricultural Marketing Service is a U.S. Department of Agriculture agency responsible for facilitating the efficient, fair marketing of agricultural products through grading, standards, market news, and related programs.
E35020 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: Agricultural Marketing Service | Statement: [Production and Marketing Administration, replacedBy, Agricultural Marketing Service]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Agricultural Marketing Service
Context triple: [Production and Marketing Administration, replacedBy, Agricultural Marketing Service]
  • 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 Agricultural Statistics Service
    The National Agricultural Statistics Service is a U.S. federal agency that collects, analyzes, and publishes data on agriculture to inform policy, industry decisions, and the public.
  • C. Farm Service Agency
    The Farm Service Agency is a U.S. government agency that administers agricultural policies and programs to support farmers, ranchers, and rural communities.
  • D. Grain Inspection, Packers and Stockyards Administration
    The Grain Inspection, Packers and Stockyards Administration is a former USDA agency responsible for ensuring fair trading practices, accurate grain inspection and weighing, and competitive livestock and poultry markets in the United States.
  • E. 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.
  • 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: Agricultural Marketing Service
Triple: [Production and Marketing Administration, replacedBy, Agricultural Marketing Service]
Generated description
The Agricultural Marketing Service is a U.S. Department of Agriculture agency responsible for facilitating the efficient, fair marketing of agricultural products through grading, standards, market news, and related programs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Agricultural Marketing Service
Target entity description: The Agricultural Marketing Service is a U.S. Department of Agriculture agency responsible for facilitating the efficient, fair marketing of agricultural products through grading, standards, market news, and related programs.
  • 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 Agricultural Statistics Service
    The National Agricultural Statistics Service is a U.S. federal agency that collects, analyzes, and publishes data on agriculture to inform policy, industry decisions, and the public.
  • C. Farm Service Agency
    The Farm Service Agency is a U.S. government agency that administers agricultural policies and programs to support farmers, ranchers, and rural communities.
  • D. Grain Inspection, Packers and Stockyards Administration
    The Grain Inspection, Packers and Stockyards Administration is a former USDA agency responsible for ensuring fair trading practices, accurate grain inspection and weighing, and competitive livestock and poultry markets in the United States.
  • E. 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.
  • 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_69a258dd8ea08190ac554a1cc8dfd8c3 completed Feb. 28, 2026, 2:54 a.m.
NER Named-entity recognition batch_69a25d8e809881908a58c9a4e3ba07c3 completed Feb. 28, 2026, 3:14 a.m.
NED1 Entity disambiguation (via context triple) batch_69a38b8e36b481909f9a039236e663df completed March 1, 2026, 12:42 a.m.
NEDg Description generation batch_69a38bf7a0008190ba086ca136571c1f completed March 1, 2026, 12:44 a.m.
NED2 Entity disambiguation (via description) batch_69a38c4691688190a552e40747baa464 completed March 1, 2026, 12:45 a.m.
Created at: Feb. 28, 2026, 2:55 a.m.