Triple

T5469563

Position	Surface form	Disambiguated ID	Type / Status
Subject	FEMA Region X	`E122796`	entity
Predicate	coordinatesWith	`P1140`	FINISHED
Object	Oregon Department of Emergency Management The Oregon Department of Emergency Management is the state agency responsible for coordinating preparedness, response, recovery, and mitigation efforts for disasters and emergencies across Oregon.	`E521857`	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: Oregon Department of Emergency Management | Statement: [FEMA Region X, coordinatesWith, Oregon Department of Emergency Management]

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

Target entity: Oregon Department of Emergency Management
Context triple: [FEMA Region X, coordinatesWith, Oregon Department of Emergency Management]

A. Oregon Department of Administrative Services
The Oregon Department of Administrative Services is a central state agency that provides government-wide administrative, financial, and operational support services for Oregon’s executive branch.
B. Oregon Department of Environmental Quality
The Oregon Department of Environmental Quality is the state agency responsible for protecting and enhancing Oregon’s air, land, and water quality through regulation, monitoring, and environmental programs.
C. Oregon Health Authority
The Oregon Health Authority is the state agency responsible for overseeing public health, health policy, and the administration of health coverage programs in Oregon.
D. Oregon Department of Human Services
The Oregon Department of Human Services is the state agency responsible for providing social services and assistance programs to support the health, safety, and well-being of Oregon residents.
E. California Office of Emergency Services
The California Office of Emergency Services is the state agency responsible for coordinating disaster preparedness, response, recovery, and homeland security efforts across California.
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: Oregon Department of Emergency Management
Triple: [FEMA Region X, coordinatesWith, Oregon Department of Emergency Management]

Generated description

The Oregon Department of Emergency Management is the state agency responsible for coordinating preparedness, response, recovery, and mitigation efforts for disasters and emergencies across Oregon.

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

Target entity: Oregon Department of Emergency Management
Target entity description: The Oregon Department of Emergency Management is the state agency responsible for coordinating preparedness, response, recovery, and mitigation efforts for disasters and emergencies across Oregon.

A. Oregon Department of Administrative Services
The Oregon Department of Administrative Services is a central state agency that provides government-wide administrative, financial, and operational support services for Oregon’s executive branch.
B. Oregon Department of Environmental Quality
The Oregon Department of Environmental Quality is the state agency responsible for protecting and enhancing Oregon’s air, land, and water quality through regulation, monitoring, and environmental programs.
C. Oregon Health Authority
The Oregon Health Authority is the state agency responsible for overseeing public health, health policy, and the administration of health coverage programs in Oregon.
D. Oregon Department of Human Services
The Oregon Department of Human Services is the state agency responsible for providing social services and assistance programs to support the health, safety, and well-being of Oregon residents.
E. California Office of Emergency Services
The California Office of Emergency Services is the state agency responsible for coordinating disaster preparedness, response, recovery, and homeland security efforts across California.
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_69bd46459ff48190823377457bcf7128`	completed	March 20, 2026, 1:06 p.m.
NER	Named-entity recognition	`batch_69bd921b65f48190af7fcf89140f9ba8`	completed	March 20, 2026, 6:29 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69bf4893029081908a801c7a44872ebf`	completed	March 22, 2026, 1:40 a.m.
NEDg	Description generation	`batch_69bf48fd9b188190a6b880ff38b1ac67`	completed	March 22, 2026, 1:42 a.m.
NED2	Entity disambiguation (via description)	`batch_69bf496a356081909a425c14dd9c5022`	completed	March 22, 2026, 1:44 a.m.

Created at: March 20, 2026, 2:09 p.m.