Triple

T1136955
Position Surface form Disambiguated ID Type / Status
Subject Animal and Plant Health Inspection Service E23161 entity
Predicate operatesProgram P1688 FINISHED
Object Cooperative Agricultural Pest Survey
The Cooperative Agricultural Pest Survey is a national program that monitors and detects invasive plant pests and diseases in U.S. agriculture through coordinated federal, state, and local efforts.
E130752 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: Cooperative Agricultural Pest Survey | Statement: [Animal and Plant Health Inspection Service, operatesProgram, Cooperative Agricultural Pest Survey]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cooperative Agricultural Pest Survey
Context triple: [Animal and Plant Health Inspection Service, operatesProgram, Cooperative Agricultural Pest Survey]
  • A. National Programs in Crop Production and Protection
    National Programs in Crop Production and Protection are coordinated U.S. Agricultural Research Service initiatives that develop and apply scientific advances to improve crop yields, resilience, and protection from pests, diseases, and environmental stresses.
  • B. center for rural reconstruction experiments
    The center for rural reconstruction experiments at Sevagram Ashram was a Gandhian hub for testing and demonstrating practical methods of village upliftment, self-sufficiency, and social reform in rural India.
  • C. Bulletin of agricultural statistics
    Bulletin of agricultural statistics was a periodical publication providing statistical data and analysis on global agricultural production, trade, and related economic indicators.
  • D. Organic Agriculture Research and Extension Initiative
    The Organic Agriculture Research and Extension Initiative is a U.S. federal grant program that funds research, education, and outreach to improve and expand organic farming systems.
  • E. Technical Committees of FAO
    The Technical Committees of FAO are specialized intergovernmental bodies that provide expert policy and technical guidance on key food, agriculture, fisheries, forestry, and related natural resource issues to support the work of the Food and Agriculture Organization.
  • 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: Cooperative Agricultural Pest Survey
Triple: [Animal and Plant Health Inspection Service, operatesProgram, Cooperative Agricultural Pest Survey]
Generated description
The Cooperative Agricultural Pest Survey is a national program that monitors and detects invasive plant pests and diseases in U.S. agriculture through coordinated federal, state, and local efforts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cooperative Agricultural Pest Survey
Target entity description: The Cooperative Agricultural Pest Survey is a national program that monitors and detects invasive plant pests and diseases in U.S. agriculture through coordinated federal, state, and local efforts.
  • A. National Programs in Crop Production and Protection
    National Programs in Crop Production and Protection are coordinated U.S. Agricultural Research Service initiatives that develop and apply scientific advances to improve crop yields, resilience, and protection from pests, diseases, and environmental stresses.
  • B. center for rural reconstruction experiments
    The center for rural reconstruction experiments at Sevagram Ashram was a Gandhian hub for testing and demonstrating practical methods of village upliftment, self-sufficiency, and social reform in rural India.
  • C. Bulletin of agricultural statistics
    Bulletin of agricultural statistics was a periodical publication providing statistical data and analysis on global agricultural production, trade, and related economic indicators.
  • D. Organic Agriculture Research and Extension Initiative
    The Organic Agriculture Research and Extension Initiative is a U.S. federal grant program that funds research, education, and outreach to improve and expand organic farming systems.
  • E. Technical Committees of FAO
    The Technical Committees of FAO are specialized intergovernmental bodies that provide expert policy and technical guidance on key food, agriculture, fisheries, forestry, and related natural resource issues to support the work of the Food and Agriculture Organization.
  • 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_69a493ec75988190b63a11bafaec29b4 completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4bc2450c481909b9264e170070326 completed March 1, 2026, 10:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac59ae5f20819093f8acc3ba7a6638 completed March 7, 2026, 5 p.m.
NEDg Description generation batch_69ac5b5e2c688190a7d4998a3ed0f443 completed March 7, 2026, 5:07 p.m.
NED2 Entity disambiguation (via description) batch_69ac5bb6e78c8190a34ecbc246f72ff6 completed March 7, 2026, 5:09 p.m.
Created at: March 1, 2026, 7:44 p.m.