Triple
T2857826
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Flint water crisis |
E63245
|
entity |
| Predicate | instanceOf |
P0
|
FINISHED |
| Object | public health crisis |
C3144
|
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: public health crisis Context triple: [Flint water crisis, instanceOf, public health crisis]
-
A.
public health emergency
A public health emergency is a situation in which the health of a population is threatened by a significant, often rapidly spreading hazard (such as an infectious disease, environmental exposure, or bioterrorism event) that requires urgent, coordinated public health action and resource mobilization.
-
B.
public health emergency category
A public health emergency category is a classification used to group and prioritize health crises based on their severity, scope, and required response measures to protect population health.
-
C.
public health system
A public health system is the organized network of people, institutions, resources, and policies that work together to prevent disease, promote health, and protect the well-being of populations.
-
D.
crisis
chosen
A crisis is a critical turning point or period of intense difficulty and instability that demands urgent decision-making and action to prevent severe negative consequences.
-
E.
public health concept
A public health concept is an abstract idea or principle that helps explain, guide, or evaluate efforts to protect and improve the health of populations and communities.
- 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_69ab4c41e8c08190a9e8f5249cc12610 |
completed | March 6, 2026, 9:50 p.m. |
Created at: March 6, 2026, 10:02 p.m.