Triple
T7238089
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ko Samui |
E155281
|
entity |
| Predicate | hasBeach |
P1922
|
FINISHED |
| Object |
Chaweng Beach
Chaweng Beach is a popular, long stretch of white sand and clear water on Ko Samui in Thailand, known for its lively nightlife, resorts, and water activities.
|
E650720
|
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: Chaweng Beach | Statement: [Ko Samui, hasBeach, Chaweng Beach]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chaweng Beach Context triple: [Ko Samui, hasBeach, Chaweng Beach]
-
A.
Patong Beach
Patong Beach is Phuket’s most famous resort area, known for its long sandy shoreline, vibrant nightlife, and dense concentration of hotels, bars, and restaurants.
-
B.
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.
-
C.
Ao Nang Beach
Ao Nang Beach is a popular tourist beach in Krabi, Thailand, known for its scenic limestone cliffs, soft sand, and role as a gateway to nearby islands.
-
D.
Rajamangala Beach
Rajamangala Beach is a coastal attraction in Thailand’s Trang province known for its tranquil shoreline and scenic views of the Andaman Sea.
-
E.
Chalok Baan Kao Beach
Chalok Baan Kao Beach is a tranquil, shallow-bay beach on the southern coast of Ko Tao in Thailand, known for its relaxed atmosphere, budget accommodations, and easy access to snorkeling and diving spots.
- 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: Chaweng Beach Triple: [Ko Samui, hasBeach, Chaweng Beach]
Generated description
Chaweng Beach is a popular, long stretch of white sand and clear water on Ko Samui in Thailand, known for its lively nightlife, resorts, and water activities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Chaweng Beach Target entity description: Chaweng Beach is a popular, long stretch of white sand and clear water on Ko Samui in Thailand, known for its lively nightlife, resorts, and water activities.
-
A.
Patong Beach
Patong Beach is Phuket’s most famous resort area, known for its long sandy shoreline, vibrant nightlife, and dense concentration of hotels, bars, and restaurants.
-
B.
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.
-
C.
Ao Nang Beach
Ao Nang Beach is a popular tourist beach in Krabi, Thailand, known for its scenic limestone cliffs, soft sand, and role as a gateway to nearby islands.
-
D.
Rajamangala Beach
Rajamangala Beach is a coastal attraction in Thailand’s Trang province known for its tranquil shoreline and scenic views of the Andaman Sea.
-
E.
Chalok Baan Kao Beach
Chalok Baan Kao Beach is a tranquil, shallow-bay beach on the southern coast of Ko Tao in Thailand, known for its relaxed atmosphere, budget accommodations, and easy access to snorkeling and diving spots.
- 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_69c688143bfc81908d4176617735e601 |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6ea368fb88190bd9e991e8b94dac6 |
completed | March 27, 2026, 8:36 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7cc381a4081909a8ea7ee02348328 |
completed | March 28, 2026, 12:40 p.m. |
| NEDg | Description generation | batch_69c7cda71c088190afe117d8d3ff04ab |
completed | March 28, 2026, 12:46 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7ce1b5e0081908d8e68fb1c0bfd3e |
completed | March 28, 2026, 12:48 p.m. |
Created at: March 27, 2026, 2:55 p.m.