Triple
T38692038
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Papuan Gulf villages |
E949293
|
entity |
| Predicate | instanceOf |
P0
|
FINISHED |
| Object | coastal communities |
C30933
|
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: coastal communities Context triple: [Papuan Gulf villages, instanceOf, coastal communities]
-
A.
coastal passage
A coastal passage is a navigable route that follows along a shoreline, often using natural channels and sheltered waters between the coast and offshore features such as islands or reefs.
-
B.
coastal people
chosen
Coastal people are communities who live along shorelines and whose cultures, livelihoods, and daily lives are closely shaped by the nearby sea and its changing conditions.
-
C.
coastal development
Coastal development refers to the planning, construction, and management of human-made structures and land uses along coastlines, balancing economic growth, environmental protection, and community needs.
-
D.
coastal engagement
Coastal engagement is the dynamic interaction between people and coastal environments through social, economic, cultural, and ecological activities that shape and are shaped by shoreline spaces.
-
E.
coastal settlement
A coastal settlement is a community established along a sea or ocean shoreline, whose location, economy, and culture are strongly influenced by the adjacent marine environment.
- 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_69f76efe16148190befd5dd59c3dfeaa |
completed | May 3, 2026, 3:51 p.m. |
Created at: May 3, 2026, 4:33 p.m.