Triple
T22112029
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cha-am Hua Hin, Thailand |
E546440
|
entity |
| Predicate | hasAttraction |
P105
|
FINISHED |
| Object |
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.
|
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: Hua Hin Beach | Statement: [Cha-am Hua Hin, Thailand, hasAttraction, Hua Hin Beach]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hua Hin Beach Context triple: [Cha-am Hua Hin, Thailand, hasAttraction, Hua Hin Beach]
-
A.
Pattaya Beach
Pattaya Beach is a major resort beach in Thailand known for its vibrant nightlife, water sports, and bustling seaside promenade.
-
B.
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.
-
C.
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.
-
D.
Nai Harn Beach
Nai Harn Beach is a scenic, relatively tranquil beach on the southern tip of Phuket, Thailand, known for its clear waters, soft sand, and relaxed atmosphere.
-
E.
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.
- 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: Hua Hin Beach Triple: [Cha-am Hua Hin, Thailand, hasAttraction, Hua Hin Beach]
Generated description
Hua Hin Beach is a popular seaside destination in Thailand known for its long sandy shoreline, calm waters, and relaxed resort-town atmosphere.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hua Hin Beach Target entity description: Hua Hin Beach is a popular seaside destination in Thailand known for its long sandy shoreline, calm waters, and relaxed resort-town atmosphere.
-
A.
Pattaya Beach
Pattaya Beach is a major resort beach in Thailand known for its vibrant nightlife, water sports, and bustling seaside promenade.
-
B.
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.
-
C.
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.
-
D.
Nai Harn Beach
Nai Harn Beach is a scenic, relatively tranquil beach on the southern tip of Phuket, Thailand, known for its clear waters, soft sand, and relaxed atmosphere.
-
E.
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.
- 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_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_6a0a96ef6a74819098a09c1b7829ae10 |
completed | May 18, 2026, 4:34 a.m. |
| NEDg | Description generation | batch_6a0a9790deac8190bdc998971cfccc1a |
completed | May 18, 2026, 4:37 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0a98543b2c8190ba00964fd788bb5f |
completed | May 18, 2026, 4:40 a.m. |
Created at: April 16, 2026, 8:31 p.m.