Triple

T13497583
Position Surface form Disambiguated ID Type / Status
Subject UC ANR E320800 entity
Predicate hasProgram P178 FINISHED
Object Integrated Pest Management Program
The Integrated Pest Management Program is a University of California Agriculture and Natural Resources initiative that develops and shares science-based strategies to manage pests in environmentally and economically sustainable ways.
E1045981 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: Integrated Pest Management Program | Statement: [UC ANR, hasProgram, Integrated Pest Management Program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Integrated Pest Management Program
Context triple: [UC ANR, hasProgram, Integrated Pest Management Program]
  • A. Integrated Farm Management Program
    The Integrated Farm Management Program was a U.S. Department of Agriculture initiative that promoted environmentally sound, whole-farm conservation practices before being superseded by newer conservation programs.
  • B. 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.
  • C. Insect Pest Control Laboratory
    The Insect Pest Control Laboratory is a specialized research facility of the IAEA in Seibersdorf that develops and applies nuclear and related techniques to manage and suppress insect pests affecting agriculture and human health.
  • D. 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.
  • E. Specialty Crops Program
    The Specialty Crops Program is a division of the USDA that supports the marketing, competitiveness, and economic viability of fruits, vegetables, tree nuts, and other non-commodity crops through grants, research, and industry services.
  • 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: Integrated Pest Management Program
Triple: [UC ANR, hasProgram, Integrated Pest Management Program]
Generated description
The Integrated Pest Management Program is a University of California Agriculture and Natural Resources initiative that develops and shares science-based strategies to manage pests in environmentally and economically sustainable ways.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Integrated Pest Management Program
Target entity description: The Integrated Pest Management Program is a University of California Agriculture and Natural Resources initiative that develops and shares science-based strategies to manage pests in environmentally and economically sustainable ways.
  • A. Integrated Farm Management Program
    The Integrated Farm Management Program was a U.S. Department of Agriculture initiative that promoted environmentally sound, whole-farm conservation practices before being superseded by newer conservation programs.
  • B. 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.
  • C. Insect Pest Control Laboratory
    The Insect Pest Control Laboratory is a specialized research facility of the IAEA in Seibersdorf that develops and applies nuclear and related techniques to manage and suppress insect pests affecting agriculture and human health.
  • D. 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.
  • E. Specialty Crops Program
    The Specialty Crops Program is a division of the USDA that supports the marketing, competitiveness, and economic viability of fruits, vegetables, tree nuts, and other non-commodity crops through grants, research, and industry services.
  • 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_69d807629d6c8190998f1b9bb12d2ed0 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbaf4e9ca4819083116890a65389f9 completed April 12, 2026, 2:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69f75485af6c8190a43ccab5449f5014 completed May 3, 2026, 1:58 p.m.
NEDg Description generation batch_69f7553b5074819094d2781cc59aab16 completed May 3, 2026, 2:01 p.m.
NED2 Entity disambiguation (via description) batch_69f755f907048190aa057fa92071fac5 completed May 3, 2026, 2:04 p.m.
Created at: April 9, 2026, 9:43 p.m.