Triple
T8439799
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Calamba, Laguna |
E199320
|
entity |
| Predicate | hasTourismAttraction |
P5121
|
FINISHED |
| Object |
Pansol hot spring resorts
Pansol hot spring resorts are a popular cluster of natural hot spring accommodations in Calamba, Laguna, known for their warm mineral pools and private resort rentals.
|
E733494
|
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: Pansol hot spring resorts | Statement: [Calamba, Laguna, hasTourismAttraction, Pansol hot spring resorts]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pansol hot spring resorts Context triple: [Calamba, Laguna, hasTourismAttraction, Pansol hot spring resorts]
-
A.
Tajima region hot springs
Tajima region hot springs are a cluster of traditional Japanese onsen renowned for their relaxing mineral-rich baths and scenic rural surroundings in northern Hyōgo Prefecture.
-
B.
Hyotan Onsen
Hyotan Onsen is a well-known traditional hot spring bathhouse in Beppu, Japan, famous for its variety of baths, sand baths, and authentic onsen experience.
-
C.
Shikaribetsu Onsen
Shikaribetsu Onsen is a hot spring resort area in Hokkaido, Japan, known for its lakeside baths and natural setting within Daisetsuzan National Park.
-
D.
Sounkyo Onsen
Sounkyo Onsen is a hot spring resort village in Hokkaido, Japan, famed for its dramatic gorge scenery, waterfalls, and access to hiking and skiing in the surrounding mountains.
-
E.
Cipanas hot springs
Cipanas hot springs is a popular geothermal bathing and relaxation destination in West Java, Indonesia, known for its naturally heated mineral waters and resort facilities.
- 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: Pansol hot spring resorts Triple: [Calamba, Laguna, hasTourismAttraction, Pansol hot spring resorts]
Generated description
Pansol hot spring resorts are a popular cluster of natural hot spring accommodations in Calamba, Laguna, known for their warm mineral pools and private resort rentals.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Pansol hot spring resorts Target entity description: Pansol hot spring resorts are a popular cluster of natural hot spring accommodations in Calamba, Laguna, known for their warm mineral pools and private resort rentals.
-
A.
Tajima region hot springs
Tajima region hot springs are a cluster of traditional Japanese onsen renowned for their relaxing mineral-rich baths and scenic rural surroundings in northern Hyōgo Prefecture.
-
B.
Hyotan Onsen
Hyotan Onsen is a well-known traditional hot spring bathhouse in Beppu, Japan, famous for its variety of baths, sand baths, and authentic onsen experience.
-
C.
Shikaribetsu Onsen
Shikaribetsu Onsen is a hot spring resort area in Hokkaido, Japan, known for its lakeside baths and natural setting within Daisetsuzan National Park.
-
D.
Sounkyo Onsen
Sounkyo Onsen is a hot spring resort village in Hokkaido, Japan, famed for its dramatic gorge scenery, waterfalls, and access to hiking and skiing in the surrounding mountains.
-
E.
Cipanas hot springs
Cipanas hot springs is a popular geothermal bathing and relaxation destination in West Java, Indonesia, known for its naturally heated mineral waters and resort facilities.
- 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_69ca8314cd6c8190a6b8c2a1096e18f3 |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cbe13708988190a534e38d8254c9bd |
completed | March 31, 2026, 2:59 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ce1d9140b48190ad0c493948a3de5e |
completed | April 2, 2026, 7:41 a.m. |
| NEDg | Description generation | batch_69ce1f12e1a081909d28b06c520353ef |
completed | April 2, 2026, 7:47 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ce1fb498448190a2737b8895f6bb48 |
completed | April 2, 2026, 7:50 a.m. |
Created at: March 30, 2026, 6:08 p.m.