Triple
T7720166
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Satun province |
E174986
|
entity |
| Predicate | touristAttraction |
P530
|
FINISHED |
| Object |
Ko Lipe beaches
Ko Lipe beaches are a group of small, white-sand tropical beaches with clear turquoise waters and vibrant coral reefs, popular for snorkeling, diving, and island relaxation in southern Thailand.
|
E685744
|
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: Ko Lipe beaches | Statement: [Satun province, touristAttraction, Ko Lipe beaches]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ko Lipe beaches Context triple: [Satun province, touristAttraction, Ko Lipe beaches]
-
A.
Bai But Beach
Bai But Beach is a scenic coastal spot on the Son Tra Peninsula near Da Nang, Vietnam, known for its clear waters, sandy shoreline, and views of the surrounding mountains and the Linh Ung Pagoda.
-
B.
Lamai Beach
Lamai Beach is a popular sandy coastline on the island of Ko Samui in Thailand, known for its clear waters, lively nightlife, and relaxed resort atmosphere.
-
C.
Maenam Beach
Maenam Beach is a tranquil, palm-fringed stretch of sand on the north coast of Ko Samui in Thailand, known for its relaxed atmosphere and views of nearby Koh Phangan.
-
D.
Ban Tai Beach
Ban Tai Beach is a long, laid-back stretch of sand on the southwest coast of Ko Pha Ngan in Thailand, known for its sunset views and proximity to the island’s party scene.
-
E.
Parangtritis Beach
Parangtritis Beach is a popular coastal destination in the Special Region of Yogyakarta, Indonesia, known for its black sand dunes, strong waves, and cultural legends linked to the Queen of the Southern Sea.
- 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: Ko Lipe beaches Triple: [Satun province, touristAttraction, Ko Lipe beaches]
Generated description
Ko Lipe beaches are a group of small, white-sand tropical beaches with clear turquoise waters and vibrant coral reefs, popular for snorkeling, diving, and island relaxation in southern Thailand.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ko Lipe beaches Target entity description: Ko Lipe beaches are a group of small, white-sand tropical beaches with clear turquoise waters and vibrant coral reefs, popular for snorkeling, diving, and island relaxation in southern Thailand.
-
A.
Bai But Beach
Bai But Beach is a scenic coastal spot on the Son Tra Peninsula near Da Nang, Vietnam, known for its clear waters, sandy shoreline, and views of the surrounding mountains and the Linh Ung Pagoda.
-
B.
Lamai Beach
Lamai Beach is a popular sandy coastline on the island of Ko Samui in Thailand, known for its clear waters, lively nightlife, and relaxed resort atmosphere.
-
C.
Maenam Beach
Maenam Beach is a tranquil, palm-fringed stretch of sand on the north coast of Ko Samui in Thailand, known for its relaxed atmosphere and views of nearby Koh Phangan.
-
D.
Ban Tai Beach
Ban Tai Beach is a long, laid-back stretch of sand on the southwest coast of Ko Pha Ngan in Thailand, known for its sunset views and proximity to the island’s party scene.
-
E.
Parangtritis Beach
Parangtritis Beach is a popular coastal destination in the Special Region of Yogyakarta, Indonesia, known for its black sand dunes, strong waves, and cultural legends linked to the Queen of the Southern Sea.
- 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_69c6995d541c81909eaa646b1a8369a9 |
completed | March 27, 2026, 2:51 p.m. |
| NER | Named-entity recognition | batch_69c702eedc088190be645c029dfc462a |
completed | March 27, 2026, 10:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c8be2b1c5c8190b80029ab6b8b9a3f |
completed | March 29, 2026, 5:52 a.m. |
| NEDg | Description generation | batch_69c8bf8ae464819082afa1b0d9543a91 |
completed | March 29, 2026, 5:58 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c8c0040ad48190be707e706dee6690 |
completed | March 29, 2026, 6 a.m. |
Created at: March 27, 2026, 4:05 p.m.