Triple

T5106315
Position Surface form Disambiguated ID Type / Status
Subject FEMA Region V E115102 entity
Predicate coordinatesWith P1140 FINISHED
Object Wisconsin Emergency Management
Wisconsin Emergency Management is the state agency responsible for coordinating preparedness, response, recovery, and mitigation efforts for emergencies and disasters in Wisconsin.
 E493243 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: Wisconsin Emergency Management | Statement: [FEMA Region V, coordinatesWith, Wisconsin Emergency Management]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Wisconsin Emergency Management
Context triple: [FEMA Region V, coordinatesWith, Wisconsin Emergency Management]
  • A. Wisconsin Department of Natural Resources
    The Wisconsin Department of Natural Resources is a state agency responsible for managing Wisconsin’s natural resources, including its parks, forests, wildlife, and waterways, and for enforcing environmental protection laws.
  • B. Wisconsin state government
    The Wisconsin state government is the system of executive, legislative, and judicial institutions that governs the U.S. state of Wisconsin under its state constitution.
  • C. Illinois Emergency Management Agency
    The Illinois Emergency Management Agency is the state-level organization responsible for coordinating disaster preparedness, response, recovery, and mitigation efforts across Illinois.
  • 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. FEMA Region V
    FEMA Region V is the Midwestern regional office of the Federal Emergency Management Agency responsible for coordinating disaster preparedness, response, and recovery efforts across several states in that area.
  • 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: Wisconsin Emergency Management
Triple: [FEMA Region V, coordinatesWith, Wisconsin Emergency Management]
Generated description
Wisconsin Emergency Management is the state agency responsible for coordinating preparedness, response, recovery, and mitigation efforts for emergencies and disasters in Wisconsin.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Wisconsin Emergency Management
Target entity description: Wisconsin Emergency Management is the state agency responsible for coordinating preparedness, response, recovery, and mitigation efforts for emergencies and disasters in Wisconsin.
  • A. Wisconsin Department of Natural Resources
    The Wisconsin Department of Natural Resources is a state agency responsible for managing Wisconsin’s natural resources, including its parks, forests, wildlife, and waterways, and for enforcing environmental protection laws.
  • B. Wisconsin state government
    The Wisconsin state government is the system of executive, legislative, and judicial institutions that governs the U.S. state of Wisconsin under its state constitution.
  • C. Illinois Emergency Management Agency
    The Illinois Emergency Management Agency is the state-level organization responsible for coordinating disaster preparedness, response, recovery, and mitigation efforts across Illinois.
  • 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. FEMA Region V
    FEMA Region V is the Midwestern regional office of the Federal Emergency Management Agency responsible for coordinating disaster preparedness, response, and recovery efforts across several states in that area.
  • 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_69bd4440b3348190be1251fd8b7951f1 completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd75a7c6748190b02b7c2b617c830f completed March 20, 2026, 4:28 p.m.
NED1 Entity disambiguation (via context triple) batch_69beba9a19d881909f26b327273a95f1 completed March 21, 2026, 3:34 p.m.
NEDg Description generation batch_69bebb0c54c4819089eca12aae6e7613 completed March 21, 2026, 3:36 p.m.
NED2 Entity disambiguation (via description) batch_69bebb6fd0b08190a79a42e93689186b completed March 21, 2026, 3:38 p.m.
Created at: March 20, 2026, 1:41 p.m.