Triple

T4570884
Position Surface form Disambiguated ID Type / Status
Subject Resource and Rural Economics Division E123025 entity
Predicate client P27 FINISHED
Object USDA leadership E3565 NE FINISHED

How this triple was built (2 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: USDA leadership | Statement: [Resource and Rural Economics Division, client, USDA leadership]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: USDA leadership
Context triple: [Resource and Rural Economics Division, client, USDA leadership]
  • A. Secretary of Agriculture
    The Secretary of Agriculture is the head of a national government department responsible for overseeing agricultural policy, food safety, rural development, and related programs.
  • B. Undersecretary of Agriculture of the United States
    The Undersecretary of Agriculture of the United States is a senior federal official who assists in overseeing national agricultural policy, programs, and administration within the U.S. Department of Agriculture.
  • C. United States Department of Agriculture chosen
    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.
  • D. United States Secretary of Agriculture
    The United States Secretary of Agriculture is the head of the U.S. Department of Agriculture, overseeing national policies on farming, food, forestry, and rural development as a member of the President’s Cabinet.
  • E. 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.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69bd46466c7081909d07f36be2d08804 completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd58c5afa48190bb8505e2cc16e89f completed March 20, 2026, 2:25 p.m.
NED1 Entity disambiguation (via context triple) batch_69bdd3cf5e10819099b2927c6f571673 completed March 20, 2026, 11:10 p.m.
Created at: March 20, 2026, 1:10 p.m.