Triple
T32158056
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Philippine disaster risk reduction system |
E821351
|
entity |
| Predicate | instanceOf |
P0
|
FINISHED |
| Object | disaster risk reduction and management system |
C11471
|
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 risk reduction and management system Context triple: [Philippine disaster risk reduction system, instanceOf, disaster risk reduction and management system]
-
A.
disaster management initiative
chosen
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.
-
B.
geohazards risk reduction program
A geohazards risk reduction program is a coordinated set of policies, practices, and interventions designed to identify, assess, and mitigate risks from geological hazards such as earthquakes, landslides, and volcanic eruptions to protect people, infrastructure, and the environment.
-
C.
flood risk reduction program
A flood risk reduction program is an organized set of policies, projects, and practices designed to lessen the likelihood and impacts of flooding on people, property, and the environment.
-
D.
resilience management framework
A resilience management framework is a structured approach that integrates policies, processes, and tools to anticipate, absorb, adapt to, and recover from disruptions while maintaining essential functions and enabling continuous improvement.
-
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_69f34905e098819082191a6922a6d607 |
completed | April 30, 2026, 12:20 p.m. |
Created at: May 1, 2026, 12:32 a.m.