Triple
T20560456
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sangkulirang–Mangkalihat Karst |
E504829
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object | East Kalimantan 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: East Kalimantan karst region | Statement: [Sangkulirang–Mangkalihat Karst, partOf, East Kalimantan karst region]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: East Kalimantan karst region Context triple: [Sangkulirang–Mangkalihat Karst, partOf, East Kalimantan karst region]
-
A.
Sangkulirang–Mangkalihat Karst
Sangkulirang–Mangkalihat Karst is a vast limestone karst landscape in East Kalimantan, Indonesia, renowned for its dramatic caves, rich biodiversity, and ancient rock art.
-
B.
Interior Highlands of Borneo
The Interior Highlands of Borneo is a remote, mountainous region in the heart of the island known for its rugged landscapes, rich biodiversity, and indigenous highland communities such as the Kelabit.
-
C.
Heart of Borneo region
The Heart of Borneo region is a vast transboundary tropical rainforest area on the island of Borneo, renowned for its exceptional biodiversity and large tracts of relatively undisturbed jungle spanning Brunei, Indonesia, and Malaysia.
-
D.
Central Kalimantan
Central Kalimantan is a large, sparsely populated province on the island of Borneo in Indonesia, known for its extensive tropical rainforests, Dayak indigenous culture, and significant peatland ecosystems.
-
E.
Rammang-Rammang karst area
Rammang-Rammang karst area is a scenic limestone landscape in South Sulawesi, Indonesia, known for its dramatic karst formations, caves, and riverine scenery that attract ecotourism and geological interest.
- 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: East Kalimantan karst region Target entity description: The East Kalimantan karst region is a vast limestone landscape in Indonesian Borneo known for its dramatic caves, rich biodiversity, and significant prehistoric rock art sites.
-
A.
Sangkulirang–Mangkalihat Karst
chosen
Sangkulirang–Mangkalihat Karst is a vast limestone karst landscape in East Kalimantan, Indonesia, renowned for its dramatic caves, rich biodiversity, and ancient rock art.
-
B.
Interior Highlands of Borneo
The Interior Highlands of Borneo is a remote, mountainous region in the heart of the island known for its rugged landscapes, rich biodiversity, and indigenous highland communities such as the Kelabit.
-
C.
Heart of Borneo region
The Heart of Borneo region is a vast transboundary tropical rainforest area on the island of Borneo, renowned for its exceptional biodiversity and large tracts of relatively undisturbed jungle spanning Brunei, Indonesia, and Malaysia.
-
D.
Central Kalimantan
Central Kalimantan is a large, sparsely populated province on the island of Borneo in Indonesia, known for its extensive tropical rainforests, Dayak indigenous culture, and significant peatland ecosystems.
-
E.
Rammang-Rammang karst area
Rammang-Rammang karst area is a scenic limestone landscape in South Sulawesi, Indonesia, known for its dramatic karst formations, caves, and riverine scenery that attract ecotourism and geological interest.
- F. None of above.
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_69e0b4b6587c8190aee63dc7cff244ea |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e6a79d93148190b038814af0a4649a |
completed | April 20, 2026, 10:24 p.m. |
Created at: April 16, 2026, 11:38 a.m.