Triple
T5106304
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | FEMA Region V |
E115102
|
entity |
| Predicate | hasOrganizationalUnit |
P254
|
FINISHED |
| Object |
Preparedness Division for Region V
The Preparedness Division for Region V is a FEMA regional unit responsible for coordinating and enhancing disaster readiness, planning, and training efforts across the states in Region V.
|
E115102
|
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: Preparedness Division for Region V | Statement: [FEMA Region V, hasOrganizationalUnit, Preparedness Division for Region V]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Preparedness Division for Region V Context triple: [FEMA Region V, hasOrganizationalUnit, Preparedness Division for Region V]
-
A.
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.
-
B.
FEMA Region IX
FEMA Region IX is the Federal Emergency Management Agency’s regional office responsible for coordinating disaster preparedness, response, and recovery across several western U.S. states and Pacific territories.
-
C.
New York State Preparedness Training Center
The New York State Preparedness Training Center is a state-of-the-art facility in New York dedicated to training first responders and emergency management personnel in disaster preparedness, response, and homeland security operations.
-
D.
Emergency Preparedness and Response Directorate
The Emergency Preparedness and Response Directorate was a former division of the U.S. Department of Homeland Security responsible for coordinating federal disaster response and recovery efforts, including oversight of FEMA.
-
E.
Centre for Disaster Preparedness and Management
The Centre for Disaster Preparedness and Management is an academic and research institute focused on disaster risk reduction, emergency management, and resilience-building, operating under the University of Peshawar in Pakistan.
- 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: Preparedness Division for Region V Triple: [FEMA Region V, hasOrganizationalUnit, Preparedness Division for Region V]
Generated description
The Preparedness Division for Region V is a FEMA regional unit responsible for coordinating and enhancing disaster readiness, planning, and training efforts across the states in Region V.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Preparedness Division for Region V Target entity description: The Preparedness Division for Region V is a FEMA regional unit responsible for coordinating and enhancing disaster readiness, planning, and training efforts across the states in Region V.
-
A.
FEMA Region V
chosen
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.
-
B.
FEMA Region IX
FEMA Region IX is the Federal Emergency Management Agency’s regional office responsible for coordinating disaster preparedness, response, and recovery across several western U.S. states and Pacific territories.
-
C.
New York State Preparedness Training Center
The New York State Preparedness Training Center is a state-of-the-art facility in New York dedicated to training first responders and emergency management personnel in disaster preparedness, response, and homeland security operations.
-
D.
Emergency Preparedness and Response Directorate
The Emergency Preparedness and Response Directorate was a former division of the U.S. Department of Homeland Security responsible for coordinating federal disaster response and recovery efforts, including oversight of FEMA.
-
E.
Centre for Disaster Preparedness and Management
The Centre for Disaster Preparedness and Management is an academic and research institute focused on disaster risk reduction, emergency management, and resilience-building, operating under the University of Peshawar in Pakistan.
- F. None of above.
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.