Triple
T17625219
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Balanga City |
E429822
|
entity |
| Predicate | hasLandmark |
P105
|
FINISHED |
| Object | Balanga Wetland and Nature Park |
—
|
NE NERFINISHED |
How this triple was built (3 steps)
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.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Balanga Wetland and Nature Park | Statement: [Balanga City, hasLandmark, Balanga Wetland and Nature Park]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Balanga Wetland and Nature Park Context triple: [Balanga City, hasLandmark, Balanga Wetland and Nature Park]
-
A.
Agusan Marsh Wildlife Sanctuary
Agusan Marsh Wildlife Sanctuary is a vast wetland ecosystem in the Philippines renowned for its rich biodiversity, extensive peat swamp forests, and critical role as a habitat for migratory and endemic species.
-
B.
Kuching Wetlands National Park
Kuching Wetlands National Park is a protected coastal mangrove and wetland area in Sarawak, Malaysian Borneo, known for its rich biodiversity and habitats for species such as proboscis monkeys, crocodiles, and migratory birds.
-
C.
Kalbario–Patapat Protected Landscape
Kalbario–Patapat Protected Landscape is a conservation area in the northern Philippines known for its rugged mountains, rich biodiversity, and scenic coastal and forest ecosystems.
-
D.
Van Long Wetland Nature Reserve
Van Long Wetland Nature Reserve is a protected ecotourism area in northern Vietnam known for its scenic limestone karst landscapes, rich biodiversity, and populations of endangered Delacour’s langurs.
-
E.
San San-Pond Sak Wetland
San San-Pond Sak Wetland is a protected coastal and freshwater wetland ecosystem in Panama known for its rich biodiversity and importance as a habitat for migratory birds and other wildlife.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Balanga Wetland and Nature Park Target entity description: Balanga Wetland and Nature Park is a coastal eco-tourism and bird-watching site in the Philippines known for its rich mangrove habitats and migratory bird populations.
-
A.
Agusan Marsh Wildlife Sanctuary
Agusan Marsh Wildlife Sanctuary is a vast wetland ecosystem in the Philippines renowned for its rich biodiversity, extensive peat swamp forests, and critical role as a habitat for migratory and endemic species.
-
B.
Kuching Wetlands National Park
Kuching Wetlands National Park is a protected coastal mangrove and wetland area in Sarawak, Malaysian Borneo, known for its rich biodiversity and habitats for species such as proboscis monkeys, crocodiles, and migratory birds.
-
C.
Kalbario–Patapat Protected Landscape
Kalbario–Patapat Protected Landscape is a conservation area in the northern Philippines known for its rugged mountains, rich biodiversity, and scenic coastal and forest ecosystems.
-
D.
Van Long Wetland Nature Reserve
Van Long Wetland Nature Reserve is a protected ecotourism area in northern Vietnam known for its scenic limestone karst landscapes, rich biodiversity, and populations of endangered Delacour’s langurs.
-
E.
San San-Pond Sak Wetland
San San-Pond Sak Wetland is a protected coastal and freshwater wetland ecosystem in Panama known for its rich biodiversity and importance as a habitat for migratory birds and other wildlife.
- F. None of above. chosen
Provenance (2 batches)
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_69d889e37f308190a6aa0a69daff86c7 |
completed | April 10, 2026, 5:25 a.m. |
| NER | Named-entity recognition | batch_69e46dbc62e88190b9757dc7c52d7fee |
completed | April 19, 2026, 5:53 a.m. |
Created at: April 10, 2026, 5:52 a.m.