Triple

T10262974
Position Surface form Disambiguated ID Type / Status
Subject U.S. EPA Office of Pollution Prevention and Toxics E240644 entity
Predicate oversees P46 FINISHED
Object Design for the Environment program
The Design for the Environment program is a U.S. Environmental Protection Agency initiative that promotes safer chemical formulations and products by evaluating and recognizing those that meet stringent human health and environmental criteria.
E851709 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: Design for the Environment program | Statement: [U.S. EPA Office of Pollution Prevention and Toxics, oversees, Design for the Environment program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Design for the Environment program
Context triple: [U.S. EPA Office of Pollution Prevention and Toxics, oversees, Design for the Environment program]
  • A. Environmental Quality Incentives Program
    The Environmental Quality Incentives Program is a U.S. Department of Agriculture initiative that provides financial and technical assistance to farmers and ranchers to implement conservation practices that improve soil, water, air, and wildlife habitat on working lands.
  • B. Environmental Design Program
    The Environmental Design Program is an academic program within the University of Manitoba’s Faculty of Architecture that provides foundational, interdisciplinary education in architecture, landscape, and related environmental design fields.
  • C. Environmental Cleanup and Brownfields Program
    The Environmental Cleanup and Brownfields Program is a division of Pennsylvania’s environmental agency that oversees the remediation and redevelopment of contaminated sites to protect public health and promote sustainable land reuse.
  • D. Prevention of Significant Deterioration program
    The Prevention of Significant Deterioration program is a U.S. air quality permitting system that limits emissions from new or modified major pollution sources in areas that already meet national air quality standards.
  • E. Acid Rain Program
    The Acid Rain Program is a U.S. federal regulatory initiative that uses a cap-and-trade system to reduce sulfur dioxide and nitrogen oxide emissions from power plants in order to combat acid rain and improve air quality.
  • 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: Design for the Environment program
Triple: [U.S. EPA Office of Pollution Prevention and Toxics, oversees, Design for the Environment program]
Generated description
The Design for the Environment program is a U.S. Environmental Protection Agency initiative that promotes safer chemical formulations and products by evaluating and recognizing those that meet stringent human health and environmental criteria.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Design for the Environment program
Target entity description: The Design for the Environment program is a U.S. Environmental Protection Agency initiative that promotes safer chemical formulations and products by evaluating and recognizing those that meet stringent human health and environmental criteria.
  • A. Environmental Quality Incentives Program
    The Environmental Quality Incentives Program is a U.S. Department of Agriculture initiative that provides financial and technical assistance to farmers and ranchers to implement conservation practices that improve soil, water, air, and wildlife habitat on working lands.
  • B. Environmental Design Program
    The Environmental Design Program is an academic program within the University of Manitoba’s Faculty of Architecture that provides foundational, interdisciplinary education in architecture, landscape, and related environmental design fields.
  • C. Environmental Cleanup and Brownfields Program
    The Environmental Cleanup and Brownfields Program is a division of Pennsylvania’s environmental agency that oversees the remediation and redevelopment of contaminated sites to protect public health and promote sustainable land reuse.
  • D. Prevention of Significant Deterioration program
    The Prevention of Significant Deterioration program is a U.S. air quality permitting system that limits emissions from new or modified major pollution sources in areas that already meet national air quality standards.
  • E. Acid Rain Program
    The Acid Rain Program is a U.S. federal regulatory initiative that uses a cap-and-trade system to reduce sulfur dioxide and nitrogen oxide emissions from power plants in order to combat acid rain and improve air quality.
  • 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_69d381a7e198819090280d5ab885d59e completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4d25dac34819099dbfad7f80507bb completed April 7, 2026, 9:46 a.m.
NED1 Entity disambiguation (via context triple) batch_69d6f7f81dd481909022efde8fc46e68 completed April 9, 2026, 12:51 a.m.
NEDg Description generation batch_69d6fcabb5a08190a26c068163f48878 completed April 9, 2026, 1:11 a.m.
NED2 Entity disambiguation (via description) batch_69d6fd7212b88190b410b8e1cc6f56fd completed April 9, 2026, 1:14 a.m.
Created at: April 6, 2026, 11:33 a.m.