Triple
T7506529
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chumphon province |
E177403
|
entity |
| Predicate | hasAttraction |
P105
|
FINISHED |
| Object |
Thung Wua Laen Beach
Thung Wua Laen Beach is a long, gently sloping sandy beach on the Gulf of Thailand known for its relaxed atmosphere, clear waters, and popularity for swimming and water sports in Chumphon Province.
|
E668886
|
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: Thung Wua Laen Beach | Statement: [Chumphon province, hasAttraction, Thung Wua Laen Beach]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Thung Wua Laen Beach Context triple: [Chumphon province, hasAttraction, Thung Wua Laen Beach]
-
A.
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.
-
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.
Mai Khao Beach
Mai Khao Beach is a long, relatively undeveloped stretch of sand on Phuket’s northwest coast, known for its tranquil atmosphere and dramatic views of low-flying planes approaching the nearby airport.
-
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.
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.
- 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: Thung Wua Laen Beach Triple: [Chumphon province, hasAttraction, Thung Wua Laen Beach]
Generated description
Thung Wua Laen Beach is a long, gently sloping sandy beach on the Gulf of Thailand known for its relaxed atmosphere, clear waters, and popularity for swimming and water sports in Chumphon Province.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Thung Wua Laen Beach Target entity description: Thung Wua Laen Beach is a long, gently sloping sandy beach on the Gulf of Thailand known for its relaxed atmosphere, clear waters, and popularity for swimming and water sports in Chumphon Province.
-
A.
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.
-
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.
Mai Khao Beach
Mai Khao Beach is a long, relatively undeveloped stretch of sand on Phuket’s northwest coast, known for its tranquil atmosphere and dramatic views of low-flying planes approaching the nearby airport.
-
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.
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.
- 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_69c69f276b108190af2cc790b6554544 |
completed | March 27, 2026, 3:15 p.m. |
| NER | Named-entity recognition | batch_69c6f5b76a288190bb3608a5e3bfa212 |
completed | March 27, 2026, 9:25 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c83ca243288190bb253f4d91701407 |
completed | March 28, 2026, 8:40 p.m. |
| NEDg | Description generation | batch_69c83d5884a88190a22c0fb54f9731c7 |
completed | March 28, 2026, 8:43 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c84071abb88190a2dadd57ff088f3d |
completed | March 28, 2026, 8:56 p.m. |
Created at: March 27, 2026, 3:45 p.m.