Triple
T23277640
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Minh Hoa District |
E588764
|
entity |
| Predicate | hasKarstTopographyNearby |
P129309
|
FINISHED |
| Object | Phong Nha–Ke Bang karst region |
—
|
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: Phong Nha–Ke Bang karst region | Statement: [Minh Hoa District, hasKarstTopographyNearby, Phong Nha–Ke Bang karst region]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Phong Nha–Ke Bang karst region Context triple: [Minh Hoa District, hasKarstTopographyNearby, Phong Nha–Ke Bang karst region]
-
A.
Phong Nha-Kẻ Bàng National Park
chosen
Phong Nha-Kẻ Bàng National Park is a UNESCO World Heritage Site in Vietnam renowned for its vast karst landscapes, extensive cave systems including Son Doong Cave, and rich biodiversity.
-
B.
Yangshuo Karst
Yangshuo Karst is a renowned scenic region in Guangxi, China, famous for its dramatic limestone peaks, winding Li River landscapes, and picturesque rural scenery.
-
C.
Phong Nha Cave
Phong Nha Cave is a famous karst cave in central Vietnam renowned for its spectacular stalactite and stalagmite formations and extensive underground river system.
-
D.
South China Karst
South China Karst is a UNESCO World Heritage Site in southern China renowned for its spectacular karst landscapes, including dramatic limestone peaks, sinkholes, caves, and underground rivers.
-
E.
Tam Dao National Park
Tam Dao National Park is a mountainous protected area in northern Vietnam renowned for its rich biodiversity, cool climate, and lush evergreen forests.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasKarstTopographyNearby Context triple: [Minh Hoa District, hasKarstTopographyNearby, Phong Nha–Ke Bang karst region]
-
A.
hasKarstTowerFormations
Indicates that the subject possesses or contains karst tower landforms, typically steep or vertical limestone pillars formed by dissolution and erosion.
-
B.
karstFeature
chosen
Indicates a relationship where a geographic entity is identified as, or associated with, a karst-related landform or feature formed by the dissolution of soluble rocks.
-
C.
hasHighestPointNear
Indicates that one entity’s highest point is located close to another specified entity or location.
-
D.
isKarstCave
Indicates that a cave is formed primarily through the dissolution of soluble rocks (such as limestone), characterizing it as a karst-type cave.
-
E.
hasMountainPassNearby
Indicates that a mountain pass is located in close proximity to the referenced place or feature.
- F. None of above.
Provenance (3 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_69e25d16e2c08190a291de254703129e |
completed | April 17, 2026, 4:17 p.m. |
| NER | Named-entity recognition | batch_69f19578adf48190bdb129a55f86172c |
completed | April 29, 2026, 5:22 a.m. |
| PD | Predicate disambiguation | batch_69effcecabd88190856fb6e1d993e4dd |
completed | April 28, 2026, 12:18 a.m. |
Created at: April 17, 2026, 4:49 p.m.