Triple

T21215586
Position Surface form Disambiguated ID Type / Status
Subject USDA conservation programs E522826 entity
Predicate includesProgram P1393 FINISHED
Object Small Watershed Rehabilitation Program
The Small Watershed Rehabilitation Program is a U.S. Department of Agriculture initiative that provides financial and technical assistance to rehabilitate aging dams and related infrastructure in small watershed projects to reduce flood risk and protect public safety and natural resources.
E1471506 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: Small Watershed Rehabilitation Program | Statement: [USDA conservation programs, includesProgram, Small Watershed Rehabilitation Program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Small Watershed Rehabilitation Program
Context triple: [USDA conservation programs, includesProgram, Small Watershed Rehabilitation 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. Muddy River Restoration Project
    The Muddy River Restoration Project is an environmental and flood-control initiative focused on rehabilitating the Muddy River’s ecosystem, improving water quality, and reducing storm-related flooding in its surrounding urban areas.
  • C. Habitat Restoration Program
    The Habitat Restoration Program is a conservation initiative focused on rehabilitating and enhancing natural ecosystems to support native wildlife and biodiversity.
  • D. Trinity River Restoration Program
    The Trinity River Restoration Program is a collaborative federal, state, tribal, and local initiative focused on restoring fish and wildlife habitats and natural river processes in California’s Trinity River Basin while balancing water and resource uses.
  • E. Sand Creek Watershed Project
    The Sand Creek Watershed Project is a flood-control and environmental restoration initiative in Nebraska that created Lake Wanahoo and related conservation infrastructure to reduce flooding, improve water quality, and enhance wildlife habitat.
  • 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: Small Watershed Rehabilitation Program
Triple: [USDA conservation programs, includesProgram, Small Watershed Rehabilitation Program]
Generated description
The Small Watershed Rehabilitation Program is a U.S. Department of Agriculture initiative that provides financial and technical assistance to rehabilitate aging dams and related infrastructure in small watershed projects to reduce flood risk and protect public safety and natural resources.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Small Watershed Rehabilitation Program
Target entity description: The Small Watershed Rehabilitation Program is a U.S. Department of Agriculture initiative that provides financial and technical assistance to rehabilitate aging dams and related infrastructure in small watershed projects to reduce flood risk and protect public safety and natural resources.
  • 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. Muddy River Restoration Project
    The Muddy River Restoration Project is an environmental and flood-control initiative focused on rehabilitating the Muddy River’s ecosystem, improving water quality, and reducing storm-related flooding in its surrounding urban areas.
  • C. Habitat Restoration Program
    The Habitat Restoration Program is a conservation initiative focused on rehabilitating and enhancing natural ecosystems to support native wildlife and biodiversity.
  • D. Trinity River Restoration Program
    The Trinity River Restoration Program is a collaborative federal, state, tribal, and local initiative focused on restoring fish and wildlife habitats and natural river processes in California’s Trinity River Basin while balancing water and resource uses.
  • E. Sand Creek Watershed Project
    The Sand Creek Watershed Project is a flood-control and environmental restoration initiative in Nebraska that created Lake Wanahoo and related conservation infrastructure to reduce flooding, improve water quality, and enhance wildlife habitat.
  • 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_69e0b511ed84819099b449b4a111085c completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e73473870c8190a0f41f9c85567aa7 completed April 21, 2026, 8:25 a.m.
NED1 Entity disambiguation (via context triple) batch_6a097ed8bd0881909777475f8930b590 completed May 17, 2026, 8:39 a.m.
NEDg Description generation batch_6a097f61ad008190bcbf64326356b857 completed May 17, 2026, 8:42 a.m.
NED2 Entity disambiguation (via description) batch_6a0980a602908190a2cbcbae9b8d8bf2 completed May 17, 2026, 8:47 a.m.
Created at: April 16, 2026, 3:40 p.m.