Triple
T2395591
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Black Canyon |
E47642
|
entity |
| Predicate | hasHotSprings |
P32542
|
FINISHED |
| Object |
Arizona Hot Springs
Arizona Hot Springs is a popular natural geothermal pool area near the Colorado River in Nevada’s Black Canyon, known for its scenic slot canyon access and riverside soaking pools.
|
E262659
|
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: Arizona Hot Springs | Statement: [Black Canyon, hasHotSprings, Arizona Hot Springs]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Arizona Hot Springs Context triple: [Black Canyon, hasHotSprings, Arizona Hot Springs]
-
A.
Boyes Hot Springs
Boyes Hot Springs is a historic resort community in Sonoma County, California, known for its natural hot springs and proximity to the wineries and attractions of Sonoma Valley.
-
B.
Goldstrike Hot Springs
Goldstrike Hot Springs is a popular series of natural hot spring pools and waterfalls located in a rugged slot canyon near the Colorado River close to Hoover Dam, known for its challenging hike and scenic desert surroundings.
-
C.
Alvord Hot Springs
Alvord Hot Springs is a remote natural hot spring and rustic soaking area in southeastern Oregon, popular with visitors to the nearby Alvord Desert.
-
D.
Sol Duc Hot Springs
Sol Duc Hot Springs is a natural hot spring resort area in Washington State’s Olympic National Park, known for its mineral pools, forested setting, and nearby waterfalls.
-
E.
Panamint Springs
Panamint Springs is a small, remote resort and settlement on the western edge of Death Valley National Park that serves as a gateway stop for travelers exploring the park.
- 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: Arizona Hot Springs Triple: [Black Canyon, hasHotSprings, Arizona Hot Springs]
Generated description
Arizona Hot Springs is a popular natural geothermal pool area near the Colorado River in Nevada’s Black Canyon, known for its scenic slot canyon access and riverside soaking pools.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Arizona Hot Springs Target entity description: Arizona Hot Springs is a popular natural geothermal pool area near the Colorado River in Nevada’s Black Canyon, known for its scenic slot canyon access and riverside soaking pools.
-
A.
Boyes Hot Springs
Boyes Hot Springs is a historic resort community in Sonoma County, California, known for its natural hot springs and proximity to the wineries and attractions of Sonoma Valley.
-
B.
Goldstrike Hot Springs
chosen
Goldstrike Hot Springs is a popular series of natural hot spring pools and waterfalls located in a rugged slot canyon near the Colorado River close to Hoover Dam, known for its challenging hike and scenic desert surroundings.
-
C.
Alvord Hot Springs
Alvord Hot Springs is a remote natural hot spring and rustic soaking area in southeastern Oregon, popular with visitors to the nearby Alvord Desert.
-
D.
Sol Duc Hot Springs
Sol Duc Hot Springs is a natural hot spring resort area in Washington State’s Olympic National Park, known for its mineral pools, forested setting, and nearby waterfalls.
-
E.
Panamint Springs
Panamint Springs is a small, remote resort and settlement on the western edge of Death Valley National Park that serves as a gateway stop for travelers exploring the park.
- F. None of above.
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_69a88a1c450c81909f61abb8b6863885 |
completed | March 4, 2026, 7:38 p.m. |
| NER | Named-entity recognition | batch_69abc879b1b88190be8d0337d9a17bd0 |
completed | March 7, 2026, 6:40 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69aebf3a3a2c8190a29b8ce47e40c3f8 |
completed | March 9, 2026, 12:38 p.m. |
| NEDg | Description generation | batch_69aec423e6608190aff6b12d31c9f533 |
completed | March 9, 2026, 12:59 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69aec570ec88819089a2afc42aec1088 |
completed | March 9, 2026, 1:04 p.m. |
Created at: March 4, 2026, 7:57 p.m.