Triple

T5125791
Position Surface form Disambiguated ID Type / Status
Subject FEMA Region VI E115579 entity
Predicate worksWith P398 FINISHED
Object Oklahoma Department of Emergency Management
The Oklahoma Department of Emergency Management is the state agency responsible for coordinating preparedness, response, recovery, and mitigation efforts for disasters and emergencies in Oklahoma.
 E495752 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: Oklahoma Department of Emergency Management | Statement: [FEMA Region VI, worksWith, Oklahoma Department of Emergency Management]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Oklahoma Department of Emergency Management
Context triple: [FEMA Region VI, worksWith, Oklahoma Department of Emergency Management]
  • A. Government of Oklahoma
    The Government of Oklahoma is the state-level governing body of Oklahoma, comprising executive, legislative, and judicial branches that administer and enforce state laws and policies.
  • B. Office for Emergency Management
    The Office for Emergency Management was a World War II-era U.S. federal agency in the Executive Office of the President that coordinated national defense and emergency preparedness activities.
  • C. Oklahoma Historical Society
    The Oklahoma Historical Society is a state agency and nonprofit organization dedicated to preserving and sharing Oklahoma’s history through museums, archives, educational programs, and historic sites.
  • D. Texas Division of Emergency Management
    The Texas Division of Emergency Management is the state agency responsible for coordinating disaster preparedness, response, recovery, and mitigation efforts across Texas.
  • E. Office of Emergency Management
    The Office of Emergency Management is a New York State agency responsible for coordinating preparedness, response, and recovery efforts for disasters and emergencies across the state.
  • 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: Oklahoma Department of Emergency Management
Triple: [FEMA Region VI, worksWith, Oklahoma Department of Emergency Management]
Generated description
The Oklahoma Department of Emergency Management is the state agency responsible for coordinating preparedness, response, recovery, and mitigation efforts for disasters and emergencies in Oklahoma.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Oklahoma Department of Emergency Management
Target entity description: The Oklahoma Department of Emergency Management is the state agency responsible for coordinating preparedness, response, recovery, and mitigation efforts for disasters and emergencies in Oklahoma.
  • A. Government of Oklahoma
    The Government of Oklahoma is the state-level governing body of Oklahoma, comprising executive, legislative, and judicial branches that administer and enforce state laws and policies.
  • B. Office for Emergency Management
    The Office for Emergency Management was a World War II-era U.S. federal agency in the Executive Office of the President that coordinated national defense and emergency preparedness activities.
  • C. Oklahoma Historical Society
    The Oklahoma Historical Society is a state agency and nonprofit organization dedicated to preserving and sharing Oklahoma’s history through museums, archives, educational programs, and historic sites.
  • D. Texas Division of Emergency Management
    The Texas Division of Emergency Management is the state agency responsible for coordinating disaster preparedness, response, recovery, and mitigation efforts across Texas.
  • E. Office of Emergency Management
    The Office of Emergency Management is a New York State agency responsible for coordinating preparedness, response, and recovery efforts for disasters and emergencies across the state.
  • 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_69bd444426bc819099ccd23f141e22aa completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd78072b8c81908b5ac3b231f04136 completed March 20, 2026, 4:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69bec4bb52fc8190b4c0cd6bc367e8eb completed March 21, 2026, 4:18 p.m.
NEDg Description generation batch_69bec562d0508190851b5a3307e9405b completed March 21, 2026, 4:20 p.m.
NED2 Entity disambiguation (via description) batch_69bec6478b848190bc09d7f6485681b4 completed March 21, 2026, 4:24 p.m.
Created at: March 20, 2026, 1:42 p.m.