Triple
T8600009
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ko Chang |
E203649
|
entity |
| Predicate | hasSettlement |
P1068
|
FINISHED |
| Object |
Klong Prao Beach
Klong Prao Beach is a long, laid-back sandy beach and resort area on Ko Chang in Thailand, known for its calm waters, family-friendly atmosphere, and sunset views.
|
E746612
|
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: Klong Prao Beach | Statement: [Ko Chang, hasSettlement, Klong Prao Beach]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Klong Prao Beach Context triple: [Ko Chang, hasSettlement, Klong Prao Beach]
-
A.
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.
-
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.
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.
-
D.
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.
-
E.
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.
- 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: Klong Prao Beach Triple: [Ko Chang, hasSettlement, Klong Prao Beach]
Generated description
Klong Prao Beach is a long, laid-back sandy beach and resort area on Ko Chang in Thailand, known for its calm waters, family-friendly atmosphere, and sunset views.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Klong Prao Beach Target entity description: Klong Prao Beach is a long, laid-back sandy beach and resort area on Ko Chang in Thailand, known for its calm waters, family-friendly atmosphere, and sunset views.
-
A.
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.
-
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.
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.
-
D.
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.
-
E.
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.
- 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_69ca832b56948190ba751cec255308f1 |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cc46d7c184819083236c75f9ccc9cf |
completed | March 31, 2026, 10:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cebbb11140819081bde8a1565aad4a |
completed | April 2, 2026, 6:55 p.m. |
| NEDg | Description generation | batch_69cebda8e7f4819083b6885f874554f1 |
completed | April 2, 2026, 7:04 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cebe5df4888190bf741e332af3e21e |
completed | April 2, 2026, 7:07 p.m. |
Created at: March 30, 2026, 6:24 p.m.