Triple

T7484797
Position Surface form Disambiguated ID Type / Status
Subject Clean Water State Revolving Fund Program E176854 entity
Predicate replaced P101 FINISHED
Object Construction Grants Program under the Clean Water Act
The Construction Grants Program under the Clean Water Act was a federal funding initiative that provided grants to municipalities to build and upgrade wastewater treatment facilities in order to reduce water pollution in the United States.
E667064 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: Construction Grants Program under the Clean Water Act | Statement: [Clean Water State Revolving Fund Program, replaced, Construction Grants Program under the Clean Water Act]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Construction Grants Program under the Clean Water Act
Context triple: [Clean Water State Revolving Fund Program, replaced, Construction Grants Program under the Clean Water Act]
  • A. 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.
  • B. 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.
  • C. 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.
  • 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. National Pollutant Discharge Elimination System
    The National Pollutant Discharge Elimination System is a U.S. regulatory permitting program that controls water pollution by regulating point-source discharges of pollutants into waters of the United States.
  • 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: Construction Grants Program under the Clean Water Act
Triple: [Clean Water State Revolving Fund Program, replaced, Construction Grants Program under the Clean Water Act]
Generated description
The Construction Grants Program under the Clean Water Act was a federal funding initiative that provided grants to municipalities to build and upgrade wastewater treatment facilities in order to reduce water pollution in the United States.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Construction Grants Program under the Clean Water Act
Target entity description: The Construction Grants Program under the Clean Water Act was a federal funding initiative that provided grants to municipalities to build and upgrade wastewater treatment facilities in order to reduce water pollution in the United States.
  • A. 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.
  • B. 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.
  • C. 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.
  • 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. National Pollutant Discharge Elimination System
    The National Pollutant Discharge Elimination System is a U.S. regulatory permitting program that controls water pollution by regulating point-source discharges of pollutants into waters of the United States.
  • 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_69c69f24ac508190bb98fe927c0bd065 completed March 27, 2026, 3:15 p.m.
NER Named-entity recognition batch_69c6f53a6bc081909f4b9cd7cdacf045 completed March 27, 2026, 9:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8349d83cc8190af98c3212e28e913 completed March 28, 2026, 8:05 p.m.
NEDg Description generation batch_69c835916e948190ad5789e4611f8842 completed March 28, 2026, 8:09 p.m.
NED2 Entity disambiguation (via description) batch_69c83635c7888190834f02e7ea0f1ab5 completed March 28, 2026, 8:12 p.m.
Created at: March 27, 2026, 3:42 p.m.