Triple

T20794337
Position Surface form Disambiguated ID Type / Status
Subject Title II – Conservation E511873 entity
Predicate governs P760 FINISHED
Object Emergency Watershed Protection Program
The Emergency Watershed Protection Program is a U.S. federal initiative that provides technical and financial assistance to help communities address watershed impairments and reduce threats to life and property following natural disasters.
E1451325 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: Emergency Watershed Protection Program | Statement: [Title II – Conservation, governs, Emergency Watershed Protection Program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Emergency Watershed Protection Program
Context triple: [Title II – Conservation, governs, Emergency Watershed Protection Program]
  • A. Rural Clean Water Program
    The Rural Clean Water Program was a U.S. federal initiative that provided financial and technical assistance to farmers to reduce agricultural pollution and protect water quality in rural areas.
  • 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. USGS Water Resources Research Act Program
    The USGS Water Resources Research Act Program is a federal initiative that supports water-related research, education, and technology transfer through a network of state-based Water Resources Research Institutes across the United States.
  • D. Wetlands Reserve Program
    The Wetlands Reserve Program was a U.S. Department of Agriculture initiative that provided financial and technical assistance to landowners to restore, protect, and enhance wetlands on their property.
  • E. 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.
  • 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: Emergency Watershed Protection Program
Triple: [Title II – Conservation, governs, Emergency Watershed Protection Program]
Generated description
The Emergency Watershed Protection Program is a U.S. federal initiative that provides technical and financial assistance to help communities address watershed impairments and reduce threats to life and property following natural disasters.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Emergency Watershed Protection Program
Target entity description: The Emergency Watershed Protection Program is a U.S. federal initiative that provides technical and financial assistance to help communities address watershed impairments and reduce threats to life and property following natural disasters.
  • A. Rural Clean Water Program
    The Rural Clean Water Program was a U.S. federal initiative that provided financial and technical assistance to farmers to reduce agricultural pollution and protect water quality in rural areas.
  • 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. USGS Water Resources Research Act Program
    The USGS Water Resources Research Act Program is a federal initiative that supports water-related research, education, and technology transfer through a network of state-based Water Resources Research Institutes across the United States.
  • D. Wetlands Reserve Program
    The Wetlands Reserve Program was a U.S. Department of Agriculture initiative that provided financial and technical assistance to landowners to restore, protect, and enhance wetlands on their property.
  • E. 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.
  • 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_69e0b4cb83948190bd57bec21d78ed53 completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6c2abbcc8819091bb0225a0650ab6 completed April 21, 2026, 12:19 a.m.
NED1 Entity disambiguation (via context triple) batch_6a08f8be96c88190ac0e4385260f1960 completed May 16, 2026, 11:07 p.m.
NEDg Description generation batch_6a08f98877788190b9377f06807e3197 completed May 16, 2026, 11:11 p.m.
NED2 Entity disambiguation (via description) batch_6a08fa5e11f88190a615efec01873577 completed May 16, 2026, 11:14 p.m.
Created at: April 16, 2026, 12:39 p.m.