Triple

T5125788
Position Surface form Disambiguated ID Type / Status
Subject FEMA Region VI E115579 entity
Predicate worksWith P398 FINISHED
Object Arkansas Division of Emergency Management
The Arkansas Division of Emergency Management is the state agency responsible for coordinating preparedness, response, recovery, and mitigation efforts for disasters and emergencies in Arkansas.
 E495749 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: Arkansas Division of Emergency Management | Statement: [FEMA Region VI, worksWith, Arkansas Division of Emergency Management]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Arkansas Division of Emergency Management
Context triple: [FEMA Region VI, worksWith, Arkansas Division of Emergency Management]
  • A. Arkansas Attorney General’s Office
    The Arkansas Attorney General’s Office is the state agency responsible for providing legal representation to Arkansas, enforcing state laws, and protecting the public interest in legal matters.
  • B. Tennessee Emergency Management Agency
    The Tennessee Emergency Management Agency is a state-level organization responsible for coordinating disaster preparedness, response, and recovery efforts across Tennessee.
  • C. Arkansas Activities Association
    The Arkansas Activities Association is the governing body that oversees and regulates interscholastic athletics and activities for high schools across the state of Arkansas.
  • D. 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.
  • E. Arkansas state government
    The Arkansas state government is the system of executive, legislative, and judicial institutions that governs the U.S. state of Arkansas and administers its laws and public services.
  • 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: Arkansas Division of Emergency Management
Triple: [FEMA Region VI, worksWith, Arkansas Division of Emergency Management]
Generated description
The Arkansas Division of Emergency Management is the state agency responsible for coordinating preparedness, response, recovery, and mitigation efforts for disasters and emergencies in Arkansas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Arkansas Division of Emergency Management
Target entity description: The Arkansas Division of Emergency Management is the state agency responsible for coordinating preparedness, response, recovery, and mitigation efforts for disasters and emergencies in Arkansas.
  • A. Arkansas Attorney General’s Office
    The Arkansas Attorney General’s Office is the state agency responsible for providing legal representation to Arkansas, enforcing state laws, and protecting the public interest in legal matters.
  • B. Tennessee Emergency Management Agency
    The Tennessee Emergency Management Agency is a state-level organization responsible for coordinating disaster preparedness, response, and recovery efforts across Tennessee.
  • C. Arkansas Activities Association
    The Arkansas Activities Association is the governing body that oversees and regulates interscholastic athletics and activities for high schools across the state of Arkansas.
  • D. 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.
  • E. Arkansas state government
    The Arkansas state government is the system of executive, legislative, and judicial institutions that governs the U.S. state of Arkansas and administers its laws and public services.
  • 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.