Triple

T9766597
Position Surface form Disambiguated ID Type / Status
Subject Johnson Creek E237008 entity
Predicate subjectOf P38 FINISHED
Object Johnson Creek Restoration Plan
The Johnson Creek Restoration Plan is an environmental management initiative aimed at improving the ecological health, water quality, and habitat conditions of Johnson Creek and its surrounding watershed.
E819313 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: Johnson Creek Restoration Plan | Statement: [Johnson Creek, subjectOf, Johnson Creek Restoration Plan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Johnson Creek Restoration Plan
Context triple: [Johnson Creek, subjectOf, Johnson Creek Restoration Plan]
  • A. 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.
  • 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. San Joaquin River Restoration Program
    The San Joaquin River Restoration Program is a long-term environmental initiative aimed at restoring flows, fish populations, and ecosystem health to California’s San Joaquin River while maintaining water supply reliability for agriculture and communities.
  • D. Fountain Creek Watershed Flood Control and Greenway District
    The Fountain Creek Watershed Flood Control and Greenway District is a regional governmental entity in Colorado responsible for managing flood control, watershed protection, and greenway development along Fountain Creek and its surrounding basin.
  • E. Carroll Creek flood control project
    Carroll Creek flood control project is an urban water management and revitalization initiative in Frederick, Maryland, designed to prevent flooding while supporting public spaces, trails, and downtown redevelopment along Carroll Creek.
  • 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: Johnson Creek Restoration Plan
Triple: [Johnson Creek, subjectOf, Johnson Creek Restoration Plan]
Generated description
The Johnson Creek Restoration Plan is an environmental management initiative aimed at improving the ecological health, water quality, and habitat conditions of Johnson Creek and its surrounding watershed.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Johnson Creek Restoration Plan
Target entity description: The Johnson Creek Restoration Plan is an environmental management initiative aimed at improving the ecological health, water quality, and habitat conditions of Johnson Creek and its surrounding watershed.
  • A. 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.
  • 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. San Joaquin River Restoration Program
    The San Joaquin River Restoration Program is a long-term environmental initiative aimed at restoring flows, fish populations, and ecosystem health to California’s San Joaquin River while maintaining water supply reliability for agriculture and communities.
  • D. Fountain Creek Watershed Flood Control and Greenway District
    The Fountain Creek Watershed Flood Control and Greenway District is a regional governmental entity in Colorado responsible for managing flood control, watershed protection, and greenway development along Fountain Creek and its surrounding basin.
  • E. Carroll Creek flood control project
    Carroll Creek flood control project is an urban water management and revitalization initiative in Frederick, Maryland, designed to prevent flooding while supporting public spaces, trails, and downtown redevelopment along Carroll Creek.
  • 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_69ca84d831b8819090322686b47887ce completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cda0a15e408190909745cb1c30937d completed April 1, 2026, 10:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1bcf965e88190b505ce160f77e9b7 completed April 5, 2026, 1:38 a.m.
NEDg Description generation batch_69d1bd901e4881908a39be828eb7f21b completed April 5, 2026, 1:40 a.m.
NED2 Entity disambiguation (via description) batch_69d1bdfe40f4819096b1d0442f4ee181 completed April 5, 2026, 1:42 a.m.
Created at: March 30, 2026, 8:25 p.m.