Triple

T6998815
Position Surface form Disambiguated ID Type / Status
Subject California Department of Food and Agriculture E162282 entity
Predicate hasProgram P178 FINISHED
Object State Water Efficiency and Enhancement Program
The State Water Efficiency and Enhancement Program is a California initiative that provides financial assistance to agricultural operations to improve on-farm water-use efficiency and reduce greenhouse gas emissions.
E634515 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: State Water Efficiency and Enhancement Program | Statement: [California Department of Food and Agriculture, hasProgram, State Water Efficiency and Enhancement Program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: State Water Efficiency and Enhancement Program
Context triple: [California Department of Food and Agriculture, hasProgram, State Water Efficiency and Enhancement Program]
  • A. Drinking Water State Revolving Fund Program
    The Drinking Water State Revolving Fund Program is a financial assistance initiative that provides low-interest loans and other support to public water systems for projects that improve drinking water quality, infrastructure, and public health protection.
  • B. Clean Water State Revolving Fund Program
    The Clean Water State Revolving Fund Program is a financial assistance program that provides low-interest loans to communities for planning, designing, and constructing wastewater and water quality improvement projects.
  • C. Agricultural Water Quality Incentives Program
    The Agricultural Water Quality Incentives Program was a U.S. Department of Agriculture cost-share initiative that helped farmers and ranchers implement conservation practices to reduce water pollution from agricultural activities.
  • D. EQIP National Water Quality Initiative
    The EQIP National Water Quality Initiative is a targeted conservation effort under USDA’s Environmental Quality Incentives Program that helps farmers and landowners implement practices to reduce agricultural runoff and improve water quality in priority watersheds.
  • E. Water Quality Program (Washington State Department of Ecology)
    The Water Quality Program is a division of Washington State’s Department of Ecology responsible for protecting and improving the state’s rivers, lakes, marine waters, and groundwater from pollution.
  • 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: State Water Efficiency and Enhancement Program
Triple: [California Department of Food and Agriculture, hasProgram, State Water Efficiency and Enhancement Program]
Generated description
The State Water Efficiency and Enhancement Program is a California initiative that provides financial assistance to agricultural operations to improve on-farm water-use efficiency and reduce greenhouse gas emissions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: State Water Efficiency and Enhancement Program
Target entity description: The State Water Efficiency and Enhancement Program is a California initiative that provides financial assistance to agricultural operations to improve on-farm water-use efficiency and reduce greenhouse gas emissions.
  • A. Drinking Water State Revolving Fund Program
    The Drinking Water State Revolving Fund Program is a financial assistance initiative that provides low-interest loans and other support to public water systems for projects that improve drinking water quality, infrastructure, and public health protection.
  • B. Clean Water State Revolving Fund Program
    The Clean Water State Revolving Fund Program is a financial assistance program that provides low-interest loans to communities for planning, designing, and constructing wastewater and water quality improvement projects.
  • C. Agricultural Water Quality Incentives Program
    The Agricultural Water Quality Incentives Program was a U.S. Department of Agriculture cost-share initiative that helped farmers and ranchers implement conservation practices to reduce water pollution from agricultural activities.
  • D. EQIP National Water Quality Initiative
    The EQIP National Water Quality Initiative is a targeted conservation effort under USDA’s Environmental Quality Incentives Program that helps farmers and landowners implement practices to reduce agricultural runoff and improve water quality in priority watersheds.
  • E. Water Quality Program (Washington State Department of Ecology)
    The Water Quality Program is a division of Washington State’s Department of Ecology responsible for protecting and improving the state’s rivers, lakes, marine waters, and groundwater from pollution.
  • 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_69c68857ffc08190857dc62cd5253777 completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6dbf083b481909dd30e28e908dfdf completed March 27, 2026, 7:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69c76a2c510c8190b7c86f8b399388ae completed March 28, 2026, 5:42 a.m.
NEDg Description generation batch_69c76b1d881481908ef5a6614246ca1e completed March 28, 2026, 5:46 a.m.
NED2 Entity disambiguation (via description) batch_69c76be95ecc8190a57ff197f236d434 completed March 28, 2026, 5:49 a.m.
Created at: March 27, 2026, 2:33 p.m.