Triple
T28124784
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Fred Cuny |
E710896
|
entity |
| Predicate | instanceOf |
P0
|
FINISHED |
| Object | disaster relief 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 relief specialist Context triple: [Fred Cuny, instanceOf, disaster relief specialist]
-
A.
disaster preparedness specialist
chosen
A disaster preparedness specialist plans, coordinates, and implements strategies, training, and resources to help communities, organizations, or governments effectively anticipate, withstand, and recover from emergencies and catastrophic events.
-
B.
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.
-
C.
humanitarian relief operation
A humanitarian relief operation is a coordinated effort to rapidly provide essential aid, services, and protection to populations affected by crises such as natural disasters, conflicts, or epidemics, aiming to save lives, alleviate suffering, and support basic human dignity.
-
D.
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.
-
E.
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.
- F. None of above.
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_69ef9b73bd288190a21ae3d6aa14f386 |
completed | April 27, 2026, 5:22 p.m. |
Created at: April 27, 2026, 9:19 p.m.