Triple

T5763589
Position Surface form Disambiguated ID Type / Status
Subject Coastal Zone Management Act provisions E127153 entity
Predicate relatedTo P37 FINISHED
Object Coastal Nonpoint Pollution Control Program
The Coastal Nonpoint Pollution Control Program is a U.S. federal initiative that requires coastal states to develop and implement management measures to reduce polluted runoff and protect coastal water quality.
E544556 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: Coastal Nonpoint Pollution Control Program | Statement: [Coastal Zone Management Act provisions, relatedTo, Coastal Nonpoint Pollution Control Program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Coastal Nonpoint Pollution Control Program
Context triple: [Coastal Zone Management Act provisions, relatedTo, Coastal Nonpoint Pollution Control Program]
  • A. Coastal Management Program
    The Coastal Management Program is a New York State initiative that guides the protection, development, and sustainable use of the state's coastal and waterfront resources.
  • B. Coastal Zone Management Act provisions
    The Coastal Zone Management Act provisions are U.S. federal laws that establish a national framework for protecting, managing, and sustainably developing the nation’s coastal zones in partnership with coastal states.
  • C. coastal wetlands restoration program
    The coastal wetlands restoration program is a Massachusetts state initiative focused on restoring and enhancing degraded coastal wetlands to improve ecological health, resilience, and public benefits.
  • D. National Estuary Program
    The National Estuary Program is a U.S. Environmental Protection Agency initiative that protects and restores nationally significant estuaries through collaborative, locally driven watershed management.
  • E. 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.
  • 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: Coastal Nonpoint Pollution Control Program
Triple: [Coastal Zone Management Act provisions, relatedTo, Coastal Nonpoint Pollution Control Program]
Generated description
The Coastal Nonpoint Pollution Control Program is a U.S. federal initiative that requires coastal states to develop and implement management measures to reduce polluted runoff and protect coastal water quality.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Coastal Nonpoint Pollution Control Program
Target entity description: The Coastal Nonpoint Pollution Control Program is a U.S. federal initiative that requires coastal states to develop and implement management measures to reduce polluted runoff and protect coastal water quality.
  • A. Coastal Management Program
    The Coastal Management Program is a New York State initiative that guides the protection, development, and sustainable use of the state's coastal and waterfront resources.
  • B. Coastal Zone Management Act provisions
    The Coastal Zone Management Act provisions are U.S. federal laws that establish a national framework for protecting, managing, and sustainably developing the nation’s coastal zones in partnership with coastal states.
  • C. coastal wetlands restoration program
    The coastal wetlands restoration program is a Massachusetts state initiative focused on restoring and enhancing degraded coastal wetlands to improve ecological health, resilience, and public benefits.
  • D. National Estuary Program
    The National Estuary Program is a U.S. Environmental Protection Agency initiative that protects and restores nationally significant estuaries through collaborative, locally driven watershed management.
  • E. 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.
  • 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_69c00833a3fc81908f4bc29ed011b7a6 completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c0296e12d48190bd120879723bb6e8 completed March 22, 2026, 5:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69c07e59c2d0819091101dea300e1d7e completed March 22, 2026, 11:42 p.m.
NEDg Description generation batch_69c089b27f9c8190ab7973e85fbf13e9 completed March 23, 2026, 12:30 a.m.
NED2 Entity disambiguation (via description) batch_69c08a2dc2a08190a762c4373eeb1ddf completed March 23, 2026, 12:32 a.m.
Created at: March 22, 2026, 3:49 p.m.