Triple

T20986287
Position Surface form Disambiguated ID Type / Status
Subject Louisiana Department of Environmental Quality E516898 entity
Predicate legalAuthority P125 FINISHED
Object Louisiana Environmental Quality Act
The Louisiana Environmental Quality Act is a state law that establishes the framework for regulating and protecting Louisiana’s air, water, and land resources through environmental standards and enforcement mechanisms.
E1461130 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: Louisiana Environmental Quality Act | Statement: [Louisiana Department of Environmental Quality, legalAuthority, Louisiana Environmental Quality Act]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Louisiana Environmental Quality Act
Context triple: [Louisiana Department of Environmental Quality, legalAuthority, Louisiana Environmental Quality Act]
  • A. Porter-Cologne Water Quality Control Act
    The Porter-Cologne Water Quality Control Act is California’s primary water quality law, establishing the framework for regulating and protecting the state’s surface and groundwater resources.
  • B. New Jersey Pinelands Protection Act
    The New Jersey Pinelands Protection Act is a state law that establishes comprehensive land-use and environmental regulations to preserve and manage the ecologically sensitive Pinelands region of southern New Jersey.
  • C. Illinois Environmental Protection Act
    The Illinois Environmental Protection Act is a key state law that establishes Illinois’s framework for protecting air, water, and land resources, regulating pollution, and empowering environmental enforcement agencies.
  • D. North Carolina Coastal Area Management Act
    The North Carolina Coastal Area Management Act is a state law that establishes a framework for protecting, managing, and regulating development along North Carolina’s coastal areas and estuarine environments.
  • E. Massachusetts Wetlands Protection Act
    The Massachusetts Wetlands Protection Act is a state environmental law that regulates activities in and near wetlands and other sensitive water resources to prevent pollution, flooding, and habitat destruction.
  • 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: Louisiana Environmental Quality Act
Triple: [Louisiana Department of Environmental Quality, legalAuthority, Louisiana Environmental Quality Act]
Generated description
The Louisiana Environmental Quality Act is a state law that establishes the framework for regulating and protecting Louisiana’s air, water, and land resources through environmental standards and enforcement mechanisms.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Louisiana Environmental Quality Act
Target entity description: The Louisiana Environmental Quality Act is a state law that establishes the framework for regulating and protecting Louisiana’s air, water, and land resources through environmental standards and enforcement mechanisms.
  • A. Porter-Cologne Water Quality Control Act
    The Porter-Cologne Water Quality Control Act is California’s primary water quality law, establishing the framework for regulating and protecting the state’s surface and groundwater resources.
  • B. New Jersey Pinelands Protection Act
    The New Jersey Pinelands Protection Act is a state law that establishes comprehensive land-use and environmental regulations to preserve and manage the ecologically sensitive Pinelands region of southern New Jersey.
  • C. Illinois Environmental Protection Act
    The Illinois Environmental Protection Act is a key state law that establishes Illinois’s framework for protecting air, water, and land resources, regulating pollution, and empowering environmental enforcement agencies.
  • D. North Carolina Coastal Area Management Act
    The North Carolina Coastal Area Management Act is a state law that establishes a framework for protecting, managing, and regulating development along North Carolina’s coastal areas and estuarine environments.
  • E. Massachusetts Wetlands Protection Act
    The Massachusetts Wetlands Protection Act is a state environmental law that regulates activities in and near wetlands and other sensitive water resources to prevent pollution, flooding, and habitat destruction.
  • 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_69e0b4ffac148190bbade9f0eceb660b completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6fbe31cec8190a1007414148b8abe completed April 21, 2026, 4:24 a.m.
NED1 Entity disambiguation (via context triple) batch_6a092fc54dd88190b96b644092778cb1 completed May 17, 2026, 3:02 a.m.
NEDg Description generation batch_6a09317be0088190b72bcfbf6e5962d1 completed May 17, 2026, 3:09 a.m.
NED2 Entity disambiguation (via description) batch_6a093222759481908f57d0f62b919578 completed May 17, 2026, 3:12 a.m.
Created at: April 16, 2026, 1:49 p.m.