Triple
T8670891
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Langkawi Archipelago |
E205791
|
entity |
| Predicate | hasProtectedArea |
P855
|
FINISHED |
| Object |
Langkawi Geopark
Langkawi Geopark is a UNESCO-recognized geopark in Malaysia renowned for its ancient rock formations, rich biodiversity, and integration of conservation with sustainable tourism.
|
E750124
|
NE FINISHED |
How this triple was built (4 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: Langkawi Geopark | Statement: [Langkawi Archipelago, hasProtectedArea, Langkawi Geopark]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Langkawi Geopark Context triple: [Langkawi Archipelago, hasProtectedArea, Langkawi Geopark]
-
A.
Belitong Geopark
Belitong Geopark is a protected geological and natural area in Indonesia renowned for its unique granite rock formations, coastal landscapes, and rich cultural heritage.
-
B.
Mu Ko Petra National Park
Mu Ko Petra National Park is a marine and coastal national park in southern Thailand known for its scenic islands, coral reefs, and rich biodiversity in the Andaman Sea.
-
C.
Penang National Park
Penang National Park is a small but biodiverse protected area on Malaysia’s Penang Island, known for its tropical rainforests, beaches, and coastal hiking trails.
-
D.
Kenting National Park
Kenting National Park is Taiwan’s southernmost and one of its most popular national parks, renowned for its tropical climate, beaches, coral reefs, and rich biodiversity.
-
E.
Taroko National Park
Taroko National Park is a renowned national park in eastern Taiwan famous for its dramatic marble-walled gorges, towering cliffs, and scenic hiking trails.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Langkawi Geopark Triple: [Langkawi Archipelago, hasProtectedArea, Langkawi Geopark]
Generated description
Langkawi Geopark is a UNESCO-recognized geopark in Malaysia renowned for its ancient rock formations, rich biodiversity, and integration of conservation with sustainable tourism.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Langkawi Geopark Target entity description: Langkawi Geopark is a UNESCO-recognized geopark in Malaysia renowned for its ancient rock formations, rich biodiversity, and integration of conservation with sustainable tourism.
-
A.
Belitong Geopark
Belitong Geopark is a protected geological and natural area in Indonesia renowned for its unique granite rock formations, coastal landscapes, and rich cultural heritage.
-
B.
Mu Ko Petra National Park
Mu Ko Petra National Park is a marine and coastal national park in southern Thailand known for its scenic islands, coral reefs, and rich biodiversity in the Andaman Sea.
-
C.
Penang National Park
Penang National Park is a small but biodiverse protected area on Malaysia’s Penang Island, known for its tropical rainforests, beaches, and coastal hiking trails.
-
D.
Kenting National Park
Kenting National Park is Taiwan’s southernmost and one of its most popular national parks, renowned for its tropical climate, beaches, coral reefs, and rich biodiversity.
-
E.
Taroko National Park
Taroko National Park is a renowned national park in eastern Taiwan famous for its dramatic marble-walled gorges, towering cliffs, and scenic hiking trails.
- F. None of above. chosen
Provenance (5 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_69ca83529a9c8190b5c075b4f14636ed |
completed | March 30, 2026, 2:06 p.m. |
| NER | Named-entity recognition | batch_69cc4918e3a88190b3c49043211840fd |
completed | March 31, 2026, 10:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cecd2b996481908da33fbd95494376 |
completed | April 2, 2026, 8:10 p.m. |
| NEDg | Description generation | batch_69cece8fcbcc8190832a66287bc8f833 |
completed | April 2, 2026, 8:16 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cecff48600819086a15700cb947056 |
completed | April 2, 2026, 8:22 p.m. |
Created at: March 30, 2026, 6:31 p.m.