Triple

T930588
Position Surface form Disambiguated ID Type / Status
Subject Federal Emergency Management Agency E20082 entity
Predicate operates P24 FINISHED
Object Urban Search and Rescue Response System
The Urban Search and Rescue Response System is a nationwide network of specialized teams and resources that conduct technical search, rescue, and disaster response operations in collapsed structures and other complex emergency environments.
E67046 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: Urban Search and Rescue Response System | Statement: [Federal Emergency Management Agency, operates, Urban Search and Rescue Response System]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Urban Search and Rescue Response System
Context triple: [Federal Emergency Management Agency, operates, Urban Search and Rescue Response System]
  • A. International Research Institute of Disaster Science
    The International Research Institute of Disaster Science is a specialized research center at Tohoku University in Japan that focuses on advancing interdisciplinary studies and technologies for disaster risk reduction and resilience.
  • B. Emergency Alert System in the United States
    The Emergency Alert System in the United States is a national public warning system that enables authorities to quickly broadcast urgent alerts over television, radio, and other communication channels during emergencies such as natural disasters, threats to public safety, or national crises.
  • C. United States emergency management system
    The United States emergency management system is the nationwide framework of agencies, policies, and procedures responsible for preparing for, responding to, and recovering from natural disasters, technological incidents, and national security emergencies.
  • D. Modular Lightweight Load-carrying Equipment
    Modular Lightweight Load-carrying Equipment (MOLLE) is a U.S. military tactical gear system that uses a webbing-based design to attach and customize pouches and equipment on load-bearing vests and packs.
  • E. DARPA Robotics Challenge
    The DARPA Robotics Challenge was a high-profile international competition that pushed the development of advanced humanoid robots capable of performing complex disaster-response tasks in environments designed for humans.
  • 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: Urban Search and Rescue Response System
Triple: [Federal Emergency Management Agency, operates, Urban Search and Rescue Response System]
Generated description
The Urban Search and Rescue Response System is a nationwide network of specialized teams and resources that conduct technical search, rescue, and disaster response operations in collapsed structures and other complex emergency environments.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Urban Search and Rescue Response System
Target entity description: The Urban Search and Rescue Response System is a nationwide network of specialized teams and resources that conduct technical search, rescue, and disaster response operations in collapsed structures and other complex emergency environments.
  • A. International Research Institute of Disaster Science
    The International Research Institute of Disaster Science is a specialized research center at Tohoku University in Japan that focuses on advancing interdisciplinary studies and technologies for disaster risk reduction and resilience.
  • B. Emergency Alert System in the United States
    The Emergency Alert System in the United States is a national public warning system that enables authorities to quickly broadcast urgent alerts over television, radio, and other communication channels during emergencies such as natural disasters, threats to public safety, or national crises.
  • C. United States emergency management system chosen
    The United States emergency management system is the nationwide framework of agencies, policies, and procedures responsible for preparing for, responding to, and recovering from natural disasters, technological incidents, and national security emergencies.
  • D. Modular Lightweight Load-carrying Equipment
    Modular Lightweight Load-carrying Equipment (MOLLE) is a U.S. military tactical gear system that uses a webbing-based design to attach and customize pouches and equipment on load-bearing vests and packs.
  • E. DARPA Robotics Challenge
    The DARPA Robotics Challenge was a high-profile international competition that pushed the development of advanced humanoid robots capable of performing complex disaster-response tasks in environments designed for humans.
  • 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_69a493af3dc48190adb7263e6e445ea1 completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4b349b3d0819090c58b4fb60c6a1b completed March 1, 2026, 9:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69a7ee1108188190a26c73864c697061 completed March 4, 2026, 8:32 a.m.
NEDg Description generation batch_69a7f1a1214481909538745d5713e402 completed March 4, 2026, 8:47 a.m.
NED2 Entity disambiguation (via description) batch_69a7f2303534819094ae764b20d223ee completed March 4, 2026, 8:49 a.m.
Created at: March 1, 2026, 7:40 p.m.