Triple
T20969833
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Irwin Redlener |
E516464
|
entity |
| Predicate | instanceOf |
P0
|
FINISHED |
| Object | disaster preparedness specialist |
C44144
|
CONCEPT FINISHED |
How this triple was built (1 step)
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.
CD
Concept disambiguation
gpt-5-mini-2025-08-07
Target class: disaster preparedness specialist Context triple: [Irwin Redlener, instanceOf, disaster preparedness specialist]
-
A.
emergency preparedness program
An emergency preparedness program is a coordinated set of plans, training, resources, and procedures designed to help individuals, organizations, or communities effectively prevent, respond to, and recover from emergencies and disasters.
-
B.
disaster management initiative
A disaster management initiative is a coordinated program or effort designed to prevent, prepare for, respond to, and recover from natural or human-made disasters to protect lives, property, and the environment.
-
C.
disaster
A disaster is a sudden, disruptive event—natural or human-made—that causes significant harm to people, property, or the environment and overwhelms normal coping capacities.
-
D.
emergency management training organization
An emergency management training organization designs and delivers specialized education, simulations, and certification programs to prepare individuals and agencies to effectively prevent, respond to, and recover from emergencies and disasters.
-
E.
crisis response organization
A crisis response organization is an entity that rapidly coordinates resources, personnel, and communication to assess, manage, and mitigate emergencies or disasters affecting people, infrastructure, or the environment.
- F. None of above. chosen
Provenance (1 batch)
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_69e0b4fee5ac8190875fa9ceba1a5e5e |
completed | April 16, 2026, 10:07 a.m. |
Created at: April 16, 2026, 1:43 p.m.