Triple

T5324868
Position Surface form Disambiguated ID Type / Status
Subject Environmental Benefits Index E121761 entity
Predicate usedBy P260 FINISHED
Object USDA Farm Service Agency E22776 NE FINISHED

Named-entity recognition

Before disambiguation, gpt-5-mini classified whether the object phrase is a named entity — the step behind the object's NE type shown above.

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: USDA Farm Service Agency | Statement: [Environmental Benefits Index, usedBy, USDA Farm Service Agency]

Disambiguation candidates (1 decision)

The exact options the model was shown at each disambiguation step, with the option it chose highlighted — the evidence behind this triple's disambiguated ids.

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: USDA Farm Service Agency
Context triple: [Environmental Benefits Index, usedBy, USDA Farm Service Agency]
  • 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. Farm Service Agency chosen
    The Farm Service Agency is a U.S. government agency that administers agricultural policies and programs to support farmers, ranchers, and rural communities.
  • 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. 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.
  • E. 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.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 batches)

Stage Batch ID Job type Status
creating batch_69bd463d956c819088105c3db802c017 elicitation completed
NER batch_69bd857b41e0819091a51286d0de214c ner completed
NED1 batch_69bf8335f5a48190973622011df4c108 ned_source_triple completed
Created at: March 20, 2026, 1:59 p.m.