Triple

T7582545
Position Surface form Disambiguated ID Type / Status
Subject HSEMA E179523 entity
Predicate develops P73 FINISHED
Object District of Columbia Hazard Mitigation Plan
The District of Columbia Hazard Mitigation Plan is the city’s comprehensive strategy document that identifies risks from natural and human-caused hazards and outlines long-term actions to reduce their impacts on people, property, and infrastructure.
E675192 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: District of Columbia Hazard Mitigation Plan | Statement: [HSEMA, develops, District of Columbia Hazard Mitigation Plan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: District of Columbia Hazard Mitigation Plan
Context triple: [HSEMA, develops, District of Columbia Hazard Mitigation Plan]
  • A. District of Columbia Office of Risk Management
    The District of Columbia Office of Risk Management is a DC government agency responsible for identifying, managing, and mitigating risks and liabilities across District government operations and programs.
  • B. National Mitigation Framework
    The National Mitigation Framework is a U.S. guidance document that outlines how the whole community works together to reduce or eliminate long-term risk to people and property from hazards and disasters.
  • C. Hazard Mitigation Grant Program
    The Hazard Mitigation Grant Program is a U.S. federal program that provides funding to state, local, tribal, and territorial governments to implement long-term measures that reduce the risk of future disasters.
  • D. New York State Comprehensive Emergency Management Plan
    The New York State Comprehensive Emergency Management Plan is the statewide framework that outlines how New York prepares for, responds to, recovers from, and mitigates the impacts of emergencies and disasters.
  • E. District of Columbia Office of Planning
    The District of Columbia Office of Planning is the city’s central planning agency responsible for guiding land use, urban design, and long-term development policy in Washington, D.C.
  • 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: District of Columbia Hazard Mitigation Plan
Triple: [HSEMA, develops, District of Columbia Hazard Mitigation Plan]
Generated description
The District of Columbia Hazard Mitigation Plan is the city’s comprehensive strategy document that identifies risks from natural and human-caused hazards and outlines long-term actions to reduce their impacts on people, property, and infrastructure.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: District of Columbia Hazard Mitigation Plan
Target entity description: The District of Columbia Hazard Mitigation Plan is the city’s comprehensive strategy document that identifies risks from natural and human-caused hazards and outlines long-term actions to reduce their impacts on people, property, and infrastructure.
  • A. District of Columbia Office of Risk Management
    The District of Columbia Office of Risk Management is a DC government agency responsible for identifying, managing, and mitigating risks and liabilities across District government operations and programs.
  • B. National Mitigation Framework
    The National Mitigation Framework is a U.S. guidance document that outlines how the whole community works together to reduce or eliminate long-term risk to people and property from hazards and disasters.
  • C. Hazard Mitigation Grant Program
    The Hazard Mitigation Grant Program is a U.S. federal program that provides funding to state, local, tribal, and territorial governments to implement long-term measures that reduce the risk of future disasters.
  • D. New York State Comprehensive Emergency Management Plan
    The New York State Comprehensive Emergency Management Plan is the statewide framework that outlines how New York prepares for, responds to, recovers from, and mitigates the impacts of emergencies and disasters.
  • E. District of Columbia Office of Planning
    The District of Columbia Office of Planning is the city’s central planning agency responsible for guiding land use, urban design, and long-term development policy in Washington, D.C.
  • 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_69c69f327db881909a21ae3b156f8ded completed March 27, 2026, 3:16 p.m.
NER Named-entity recognition batch_69c6f978341081909e009c410ffc5039 completed March 27, 2026, 9:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8617b8934819094f596e6a037e468 completed March 28, 2026, 11:17 p.m.
NEDg Description generation batch_69c862677e008190928ac5b4a47906fc completed March 28, 2026, 11:21 p.m.
NED2 Entity disambiguation (via description) batch_69c8630fe8608190afc7b67d9a80240b completed March 28, 2026, 11:24 p.m.
Created at: March 27, 2026, 3:52 p.m.