Triple

T7232146
Position Surface form Disambiguated ID Type / Status
Subject National Preparedness System E154927 entity
Predicate basedOn P98 FINISHED
Object PPD-8: National Preparedness
PPD-8: National Preparedness is a U.S. presidential directive that establishes a comprehensive framework and policy for strengthening the nation’s readiness to prevent, protect against, mitigate, respond to, and recover from major threats and disasters.
E154927 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: PPD-8: National Preparedness | Statement: [National Preparedness System, basedOn, PPD-8: National Preparedness]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: PPD-8: National Preparedness
Context triple: [National Preparedness System, basedOn, PPD-8: National Preparedness]
  • A. National Preparedness System
    The National Preparedness System is a U.S. framework that guides how the nation builds, sustains, and delivers the capabilities needed to prevent, protect against, mitigate, respond to, and recover from disasters and other threats.
  • B. National Infrastructure Protection Plan
    The National Infrastructure Protection Plan is a U.S. strategic framework that coordinates government and private-sector efforts to safeguard and enhance the resilience of the nation’s critical infrastructure and key resources.
  • C. Emergency Prevention, Preparedness and Response
    Emergency Prevention, Preparedness and Response is a working group of the Arctic Council focused on enhancing international cooperation to prevent, prepare for, and respond to emergencies in the Arctic region.
  • D. America’s Contingency Corps
    America’s Contingency Corps is the nickname of the U.S. Army’s XVIII Airborne Corps, an elite rapid-deployment formation specializing in airborne and expeditionary operations worldwide.
  • E. National Preparedness Goal
    The National Preparedness Goal is a U.S. framework that defines the core capabilities and outcomes needed for the nation to prevent, protect against, mitigate, respond to, and recover from major threats and hazards.
  • 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: PPD-8: National Preparedness
Triple: [National Preparedness System, basedOn, PPD-8: National Preparedness]
Generated description
PPD-8: National Preparedness is a U.S. presidential directive that establishes a comprehensive framework and policy for strengthening the nation’s readiness to prevent, protect against, mitigate, respond to, and recover from major threats and disasters.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: PPD-8: National Preparedness
Target entity description: PPD-8: National Preparedness is a U.S. presidential directive that establishes a comprehensive framework and policy for strengthening the nation’s readiness to prevent, protect against, mitigate, respond to, and recover from major threats and disasters.
  • A. National Preparedness System chosen
    The National Preparedness System is a U.S. framework that guides how the nation builds, sustains, and delivers the capabilities needed to prevent, protect against, mitigate, respond to, and recover from disasters and other threats.
  • B. National Infrastructure Protection Plan
    The National Infrastructure Protection Plan is a U.S. strategic framework that coordinates government and private-sector efforts to safeguard and enhance the resilience of the nation’s critical infrastructure and key resources.
  • C. Emergency Prevention, Preparedness and Response
    Emergency Prevention, Preparedness and Response is a working group of the Arctic Council focused on enhancing international cooperation to prevent, prepare for, and respond to emergencies in the Arctic region.
  • D. America’s Contingency Corps
    America’s Contingency Corps is the nickname of the U.S. Army’s XVIII Airborne Corps, an elite rapid-deployment formation specializing in airborne and expeditionary operations worldwide.
  • E. National Preparedness Goal
    The National Preparedness Goal is a U.S. framework that defines the core capabilities and outcomes needed for the nation to prevent, protect against, mitigate, respond to, and recover from major threats and hazards.
  • F. None of above.

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_69c68811dd1c8190ac460bb39e64e1f0 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6ea106cc881909348be576ced4beb completed March 27, 2026, 8:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7cc2786f88190b0008891f801ca95 completed March 28, 2026, 12:40 p.m.
NEDg Description generation batch_69c7cd7cb5f081908c2ca7ce8653f25f completed March 28, 2026, 12:45 p.m.
NED2 Entity disambiguation (via description) batch_69c7cdf9e0608190a466ed638b728924 completed March 28, 2026, 12:47 p.m.
Created at: March 27, 2026, 2:54 p.m.