Triple
T7834013
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ao Nang Beach |
E181644
|
entity |
| Predicate | isGatewayTo |
P2066
|
FINISHED |
| Object |
Phra Nang Cave Beach
Phra Nang Cave Beach is a famous scenic beach in Krabi, Thailand, known for its towering limestone cliffs, clear turquoise water, and the sacred Princess Cave with its distinctive shrine.
|
E695992
|
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 Cave Beach | Statement: [Ao Nang Beach, isGatewayTo, Phra Nang Cave Beach]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Phra Nang Cave Beach Context triple: [Ao Nang Beach, isGatewayTo, Phra Nang Cave 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.
Lamai Beach
Lamai Beach is a popular sandy coastline on the island of Ko Samui in Thailand, known for its clear waters, lively nightlife, and relaxed resort atmosphere.
-
C.
Pak Meng Beach
Pak Meng Beach is a scenic crescent-shaped beach on Thailand’s Andaman coast, known for its tranquil atmosphere, pine-lined shore, and views of limestone islands.
-
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.
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.
- 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 Cave Beach Triple: [Ao Nang Beach, isGatewayTo, Phra Nang Cave Beach]
Generated description
Phra Nang Cave Beach is a famous scenic beach in Krabi, Thailand, known for its towering limestone cliffs, clear turquoise water, and the sacred Princess Cave with its distinctive shrine.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Phra Nang Cave Beach Target entity description: Phra Nang Cave Beach is a famous scenic beach in Krabi, Thailand, known for its towering limestone cliffs, clear turquoise water, and the sacred Princess Cave with its distinctive shrine.
-
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.
Lamai Beach
Lamai Beach is a popular sandy coastline on the island of Ko Samui in Thailand, known for its clear waters, lively nightlife, and relaxed resort atmosphere.
-
C.
Pak Meng Beach
Pak Meng Beach is a scenic crescent-shaped beach on Thailand’s Andaman coast, known for its tranquil atmosphere, pine-lined shore, and views of limestone islands.
-
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.
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.
- 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_69ca8284a25c8190a1a20afad30da792 |
completed | March 30, 2026, 2:02 p.m. |
| NER | Named-entity recognition | batch_69cb064a47648190af2ca2b336584a92 |
completed | March 30, 2026, 11:24 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cb5a9b7bb081909d6aa066ee064093 |
completed | March 31, 2026, 5:24 a.m. |
| NEDg | Description generation | batch_69cb5ded0284819086c40a379b52a5bd |
completed | March 31, 2026, 5:38 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cb765db28881909ac34071ec6889b3 |
completed | March 31, 2026, 7:23 a.m. |
Created at: March 30, 2026, 4:45 p.m.