Triple
T10093750
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Asan |
E215809
|
entity |
| Predicate | hasAttraction |
P105
|
FINISHED |
| Object |
Onyang Hot Springs area
Onyang Hot Springs area is a historic Korean spa district renowned for its natural hot spring baths and traditional resort facilities.
|
E839893
|
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: Onyang Hot Springs area | Statement: [Asan, hasAttraction, Onyang Hot Springs area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Onyang Hot Springs area Context triple: [Asan, hasAttraction, Onyang Hot Springs area]
-
A.
Yuseong Hot Springs
Yuseong Hot Springs is a historic and popular hot spring resort area in Daejeon, South Korea, known for its therapeutic mineral waters and public bath facilities.
-
B.
Fuquay Mineral Spring Park
Fuquay Mineral Spring Park is a historic public park in Fuquay-Varina, North Carolina, centered around a once-popular mineral spring and featuring walking paths, picnic areas, and green space.
-
C.
Sykes Hot Springs area
Sykes Hot Springs area is a remote backcountry hot spring destination in California’s Big Sur region, popular with hikers for its natural pools along the Big Sur River.
-
D.
Hongyadong area
The Hongyadong area is a famous riverside district in Chongqing, China, known for its multi-level stilted buildings, vibrant night views, and dense concentration of restaurants, bars, and shops.
-
E.
Walini hot spring
Walini hot spring is a popular natural hot spring resort in the Ciwidey area of West Java, Indonesia, known for its warm mineral pools and scenic highland surroundings.
- 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: Onyang Hot Springs area Triple: [Asan, hasAttraction, Onyang Hot Springs area]
Generated description
Onyang Hot Springs area is a historic Korean spa district renowned for its natural hot spring baths and traditional resort facilities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Onyang Hot Springs area Target entity description: Onyang Hot Springs area is a historic Korean spa district renowned for its natural hot spring baths and traditional resort facilities.
-
A.
Yuseong Hot Springs
Yuseong Hot Springs is a historic and popular hot spring resort area in Daejeon, South Korea, known for its therapeutic mineral waters and public bath facilities.
-
B.
Fuquay Mineral Spring Park
Fuquay Mineral Spring Park is a historic public park in Fuquay-Varina, North Carolina, centered around a once-popular mineral spring and featuring walking paths, picnic areas, and green space.
-
C.
Sykes Hot Springs area
Sykes Hot Springs area is a remote backcountry hot spring destination in California’s Big Sur region, popular with hikers for its natural pools along the Big Sur River.
-
D.
Hongyadong area
The Hongyadong area is a famous riverside district in Chongqing, China, known for its multi-level stilted buildings, vibrant night views, and dense concentration of restaurants, bars, and shops.
-
E.
Walini hot spring
Walini hot spring is a popular natural hot spring resort in the Ciwidey area of West Java, Indonesia, known for its warm mineral pools and scenic highland surroundings.
- 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_69ca83a4947c8190823a7495dc5d96ed |
completed | March 30, 2026, 2:07 p.m. |
| NER | Named-entity recognition | batch_69cdd05da3688190b7a1ac8a58e5488f |
completed | April 2, 2026, 2:11 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d2b6aecc488190a9af098f687327ed |
completed | April 5, 2026, 7:23 p.m. |
| NEDg | Description generation | batch_69d2b7bb88348190a39908b34b7419b2 |
completed | April 5, 2026, 7:27 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d2b81e7b948190baa417186aac284b |
completed | April 5, 2026, 7:29 p.m. |
Created at: March 30, 2026, 9:01 p.m.