Triple
T9434757
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Railay Beach |
E227474
|
entity |
| Predicate | hasPart |
P35
|
FINISHED |
| Object |
Phra Nang Beach
Phra Nang Beach is a famous white-sand beach in Krabi, Thailand, renowned for its dramatic limestone cliffs, clear turquoise water, and popular rock-climbing and cave-exploring opportunities.
|
E799942
|
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: Phra Nang Beach | Statement: [Railay Beach, hasPart, Phra Nang Beach]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Phra Nang Beach Context triple: [Railay Beach, hasPart, Phra Nang 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.
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.
-
C.
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.
-
D.
Bophut Beach
Bophut Beach is a popular coastal area on Ko Samui in Thailand, known for its relaxed atmosphere, scenic shoreline, and nearby Fisherman’s Village with shops and restaurants.
-
E.
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.
- 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: Phra Nang Beach Triple: [Railay Beach, hasPart, Phra Nang Beach]
Generated description
Phra Nang Beach is a famous white-sand beach in Krabi, Thailand, renowned for its dramatic limestone cliffs, clear turquoise water, and popular rock-climbing and cave-exploring opportunities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Phra Nang Beach Target entity description: Phra Nang Beach is a famous white-sand beach in Krabi, Thailand, renowned for its dramatic limestone cliffs, clear turquoise water, and popular rock-climbing and cave-exploring opportunities.
-
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.
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.
-
C.
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.
-
D.
Bophut Beach
Bophut Beach is a popular coastal area on Ko Samui in Thailand, known for its relaxed atmosphere, scenic shoreline, and nearby Fisherman’s Village with shops and restaurants.
-
E.
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.
- 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_69ca8437a7ac81908651de48f2d2141d |
completed | March 30, 2026, 2:09 p.m. |
| NER | Named-entity recognition | batch_69cd7e62d53c81908055e0967e6cd54d |
completed | April 1, 2026, 8:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1104a002481909ca805893bac61c6 |
completed | April 4, 2026, 1:21 p.m. |
| NEDg | Description generation | batch_69d110ffda7881908e4edd692b818464 |
completed | April 4, 2026, 1:24 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d11190dd6c8190b6318df44daa9858 |
completed | April 4, 2026, 1:26 p.m. |
Created at: March 30, 2026, 7:50 p.m.