Triple

T20794336
Position Surface form Disambiguated ID Type / Status
Subject Title II – Conservation E511873 entity
Predicate governs P760 FINISHED
Object Watershed Protection and Flood Prevention programs
Watershed Protection and Flood Prevention programs are U.S. federal initiatives that support local projects to reduce flood damage, protect watersheds, and improve water and soil conservation.
E1451324 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: Watershed Protection and Flood Prevention programs | Statement: [Title II – Conservation, governs, Watershed Protection and Flood Prevention programs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Watershed Protection and Flood Prevention programs
Context triple: [Title II – Conservation, governs, Watershed Protection and Flood Prevention programs]
  • A. Division of Dam Safety and Floodplain Management
    The Division of Dam Safety and Floodplain Management is a unit within Virginia’s state government responsible for regulating dams and overseeing floodplain management to protect public safety and reduce flood risks.
  • B. Habitat Restoration Program
    The Habitat Restoration Program is a conservation initiative focused on rehabilitating and enhancing natural ecosystems to support native wildlife and biodiversity.
  • C. Division of Flood Management
    The Division of Flood Management is a specialized branch of California’s Department of Water Resources responsible for planning, operating, and maintaining systems and programs that reduce flood risk and protect communities and infrastructure.
  • D. 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.
  • E. Clean Water Act Section 404 permitting program
    The Clean Water Act Section 404 permitting program is a U.S. federal regulatory system that governs the discharge of dredged or fill material into waters and wetlands, requiring permits to protect aquatic ecosystems while allowing necessary development.
  • 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: Watershed Protection and Flood Prevention programs
Triple: [Title II – Conservation, governs, Watershed Protection and Flood Prevention programs]
Generated description
Watershed Protection and Flood Prevention programs are U.S. federal initiatives that support local projects to reduce flood damage, protect watersheds, and improve water and soil conservation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Watershed Protection and Flood Prevention programs
Target entity description: Watershed Protection and Flood Prevention programs are U.S. federal initiatives that support local projects to reduce flood damage, protect watersheds, and improve water and soil conservation.
  • A. Division of Dam Safety and Floodplain Management
    The Division of Dam Safety and Floodplain Management is a unit within Virginia’s state government responsible for regulating dams and overseeing floodplain management to protect public safety and reduce flood risks.
  • B. Habitat Restoration Program
    The Habitat Restoration Program is a conservation initiative focused on rehabilitating and enhancing natural ecosystems to support native wildlife and biodiversity.
  • C. Division of Flood Management
    The Division of Flood Management is a specialized branch of California’s Department of Water Resources responsible for planning, operating, and maintaining systems and programs that reduce flood risk and protect communities and infrastructure.
  • D. 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.
  • E. Clean Water Act Section 404 permitting program
    The Clean Water Act Section 404 permitting program is a U.S. federal regulatory system that governs the discharge of dredged or fill material into waters and wetlands, requiring permits to protect aquatic ecosystems while allowing necessary development.
  • 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.