Triple
T9434783
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Railay Beach |
E227474
|
entity |
| Predicate | nearbyAttraction |
P3449
|
FINISHED |
| Object |
Phra Nang Cave
Phra Nang Cave is a famous seaside cave and beach area in Krabi, Thailand, known for its dramatic limestone cliffs, sacred shrine, and popular rock-climbing and sightseeing opportunities.
|
E799945
|
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 | Statement: [Railay Beach, nearbyAttraction, Phra Nang Cave]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Phra Nang Cave Context triple: [Railay Beach, nearbyAttraction, Phra Nang Cave]
-
A.
Tien Son Cave
Tien Son Cave is a scenic limestone cave in central Vietnam renowned for its spectacular stalactites and stalagmites and its proximity to the famous Phong Nha Cave system.
-
B.
Coc Bo Cave
Coc Bo Cave is a historic limestone cave in northern Vietnam where Ho Chi Minh lived and worked in the early 1940s while leading the Vietnamese revolutionary movement.
-
C.
Huyen Khong Cave
Huyen Khong Cave is a large, atmospheric grotto within Vietnam’s Marble Mountains, known for its dramatic shafts of light, Buddhist shrines, and tranquil spiritual ambiance.
-
D.
Belum Caves
Belum Caves is one of the largest and longest cave systems in India, known for its extensive underground passages, unique limestone formations, and historical Buddhist relics.
-
E.
Guyang Cave
Guyang Cave is one of the oldest and most important Buddhist cave temples at the Longmen Grottoes in China, renowned for its rich collection of early Northern Wei stone carvings and inscriptions.
- 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 Triple: [Railay Beach, nearbyAttraction, Phra Nang Cave]
Generated description
Phra Nang Cave is a famous seaside cave and beach area in Krabi, Thailand, known for its dramatic limestone cliffs, sacred shrine, and popular rock-climbing and sightseeing opportunities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Phra Nang Cave Target entity description: Phra Nang Cave is a famous seaside cave and beach area in Krabi, Thailand, known for its dramatic limestone cliffs, sacred shrine, and popular rock-climbing and sightseeing opportunities.
-
A.
Tien Son Cave
Tien Son Cave is a scenic limestone cave in central Vietnam renowned for its spectacular stalactites and stalagmites and its proximity to the famous Phong Nha Cave system.
-
B.
Coc Bo Cave
Coc Bo Cave is a historic limestone cave in northern Vietnam where Ho Chi Minh lived and worked in the early 1940s while leading the Vietnamese revolutionary movement.
-
C.
Huyen Khong Cave
Huyen Khong Cave is a large, atmospheric grotto within Vietnam’s Marble Mountains, known for its dramatic shafts of light, Buddhist shrines, and tranquil spiritual ambiance.
-
D.
Belum Caves
Belum Caves is one of the largest and longest cave systems in India, known for its extensive underground passages, unique limestone formations, and historical Buddhist relics.
-
E.
Guyang Cave
Guyang Cave is one of the oldest and most important Buddhist cave temples at the Longmen Grottoes in China, renowned for its rich collection of early Northern Wei stone carvings and inscriptions.
- 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.