Triple
T22112030
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cha-am Hua Hin, Thailand |
E546440
|
entity |
| Predicate | hasAttraction |
P105
|
FINISHED |
| Object |
Cha-am Beach
Cha-am Beach is a popular seaside destination in Thailand known for its long, sandy shoreline, calm waters, and relaxed resort atmosphere.
|
E1521190
|
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: Cha-am Beach | Statement: [Cha-am Hua Hin, Thailand, hasAttraction, Cha-am Beach]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cha-am Beach Context triple: [Cha-am Hua Hin, Thailand, hasAttraction, Cha-am Beach]
-
A.
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.
-
B.
Bang Saen Beach
Bang Saen Beach is a popular seaside resort destination in eastern Thailand known for its long sandy shoreline, local seafood, and proximity to Bangkok.
-
C.
Hua Hin Beach
Hua Hin Beach is a popular seaside destination in Thailand known for its long sandy shoreline, calm waters, and relaxed resort-town atmosphere.
-
D.
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.
-
E.
Pattaya Beach
Pattaya Beach is a major resort beach in Thailand known for its vibrant nightlife, water sports, and bustling seaside promenade.
- 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: Cha-am Beach Triple: [Cha-am Hua Hin, Thailand, hasAttraction, Cha-am Beach]
Generated description
Cha-am Beach is a popular seaside destination in Thailand known for its long, sandy shoreline, calm waters, and relaxed resort atmosphere.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cha-am Beach Target entity description: Cha-am Beach is a popular seaside destination in Thailand known for its long, sandy shoreline, calm waters, and relaxed resort atmosphere.
-
A.
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.
-
B.
Bang Saen Beach
Bang Saen Beach is a popular seaside resort destination in eastern Thailand known for its long sandy shoreline, local seafood, and proximity to Bangkok.
-
C.
Hua Hin Beach
chosen
Hua Hin Beach is a popular seaside destination in Thailand known for its long sandy shoreline, calm waters, and relaxed resort-town atmosphere.
-
D.
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.
-
E.
Pattaya Beach
Pattaya Beach is a major resort beach in Thailand known for its vibrant nightlife, water sports, and bustling seaside promenade.
- F. None of above.
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_69e11e38b3848190ac3a4fa97d56e65a |
completed | April 16, 2026, 5:36 p.m. |
| NER | Named-entity recognition | batch_69f1294ae7608190901745384a023bab |
completed | April 28, 2026, 9:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0a9eb01c30819095f1f9a4d36b647d |
completed | May 18, 2026, 5:08 a.m. |
| NEDg | Description generation | batch_6a0a9f9fbc348190a95d9bf588312b24 |
completed | May 18, 2026, 5:12 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0a9ffa8f308190beaa350f4e8b1e54 |
completed | May 18, 2026, 5:13 a.m. |
Created at: April 16, 2026, 8:31 p.m.