Triple

T5106313

Position	Surface form	Disambiguated ID	Type / Status
Subject	FEMA Region V	`E115102`	entity
Predicate	coordinatesWith	`P1140`	FINISHED
Object	Minnesota Department of Public Safety Division of Homeland Security and Emergency Management The Minnesota Department of Public Safety Division of Homeland Security and Emergency Management is a state agency responsible for coordinating preparedness, response, recovery, and mitigation efforts for disasters and homeland security threats in Minnesota.	`E493241`	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: Minnesota Department of Public Safety Division of Homeland Security and Emergency Management | Statement: [FEMA Region V, coordinatesWith, Minnesota Department of Public Safety Division of Homeland Security and Emergency Management]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Minnesota Department of Public Safety Division of Homeland Security and Emergency Management
Context triple: [FEMA Region V, coordinatesWith, Minnesota Department of Public Safety Division of Homeland Security and Emergency Management]

A. New York State Division of Homeland Security and Emergency Services
The New York State Division of Homeland Security and Emergency Services is a state agency responsible for coordinating homeland security, emergency management, and disaster preparedness and response efforts across New York.
B. Homeland Security Division
The Homeland Security Division is a unit within the Alabama Law Enforcement Agency responsible for coordinating the state’s efforts to prevent, protect against, and respond to terrorism and major security threats.
C. Government of Minnesota
The Government of Minnesota is the state’s central governing authority, encompassing the executive, legislative, and judicial branches that administer public policy and services across Minnesota.
D. Maine Department of Public Safety
The Maine Department of Public Safety is the state-level agency responsible for coordinating law enforcement, emergency response, and public safety services across Maine.
E. Homeland Security and Intelligence Division
The Homeland Security and Intelligence Division is a specialized unit of the Maryland State Police responsible for gathering, analyzing, and sharing intelligence to prevent and respond to threats to public safety and critical infrastructure.
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: Minnesota Department of Public Safety Division of Homeland Security and Emergency Management
Triple: [FEMA Region V, coordinatesWith, Minnesota Department of Public Safety Division of Homeland Security and Emergency Management]

Generated description

The Minnesota Department of Public Safety Division of Homeland Security and Emergency Management is a state agency responsible for coordinating preparedness, response, recovery, and mitigation efforts for disasters and homeland security threats in Minnesota.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Minnesota Department of Public Safety Division of Homeland Security and Emergency Management
Target entity description: The Minnesota Department of Public Safety Division of Homeland Security and Emergency Management is a state agency responsible for coordinating preparedness, response, recovery, and mitigation efforts for disasters and homeland security threats in Minnesota.

A. New York State Division of Homeland Security and Emergency Services
The New York State Division of Homeland Security and Emergency Services is a state agency responsible for coordinating homeland security, emergency management, and disaster preparedness and response efforts across New York.
B. Homeland Security Division
The Homeland Security Division is a unit within the Alabama Law Enforcement Agency responsible for coordinating the state’s efforts to prevent, protect against, and respond to terrorism and major security threats.
C. Government of Minnesota
The Government of Minnesota is the state’s central governing authority, encompassing the executive, legislative, and judicial branches that administer public policy and services across Minnesota.
D. Maine Department of Public Safety
The Maine Department of Public Safety is the state-level agency responsible for coordinating law enforcement, emergency response, and public safety services across Maine.
E. Homeland Security and Intelligence Division
The Homeland Security and Intelligence Division is a specialized unit of the Maryland State Police responsible for gathering, analyzing, and sharing intelligence to prevent and respond to threats to public safety and critical infrastructure.
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.