Triple
T4196068
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Katherine |
E89155
|
entity |
| Predicate | hasAttraction |
P105
|
FINISHED |
| Object |
Katherine Hot Springs
Katherine Hot Springs is a popular natural thermal pool attraction near the town of Katherine in Australia's Northern Territory, known for its warm, clear waters and scenic tropical surroundings.
|
E421833
|
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: Katherine Hot Springs | Statement: [Katherine, hasAttraction, Katherine Hot Springs]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Katherine Hot Springs Context triple: [Katherine, hasAttraction, Katherine Hot Springs]
-
A.
Miette Hot Springs
Miette Hot Springs is a popular developed hot spring pool complex in the Canadian Rockies, known for its naturally heated mineral waters and scenic mountain setting within Jasper National Park.
-
B.
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.
-
C.
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.
-
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.
Saline Valley Hot Springs
Saline Valley Hot Springs is a remote, clothing-optional natural hot spring oasis in California’s Death Valley National Park, popular with campers and off-road enthusiasts.
- 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: Katherine Hot Springs Triple: [Katherine, hasAttraction, Katherine Hot Springs]
Generated description
Katherine Hot Springs is a popular natural thermal pool attraction near the town of Katherine in Australia's Northern Territory, known for its warm, clear waters and scenic tropical surroundings.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Katherine Hot Springs Target entity description: Katherine Hot Springs is a popular natural thermal pool attraction near the town of Katherine in Australia's Northern Territory, known for its warm, clear waters and scenic tropical surroundings.
-
A.
Miette Hot Springs
Miette Hot Springs is a popular developed hot spring pool complex in the Canadian Rockies, known for its naturally heated mineral waters and scenic mountain setting within Jasper National Park.
-
B.
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.
-
C.
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.
-
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.
Saline Valley Hot Springs
Saline Valley Hot Springs is a remote, clothing-optional natural hot spring oasis in California’s Death Valley National Park, popular with campers and off-road enthusiasts.
- 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_69aed9569a4481908b6c1fcec2a11e21 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69af035e87148190a0f0bf48b813ffaa |
completed | March 9, 2026, 5:29 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5961f0de081908e2b6bee1725b97e |
completed | March 14, 2026, 5:08 p.m. |
| NEDg | Description generation | batch_69b5971a738081909426278c7958b39c |
completed | March 14, 2026, 5:12 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b59788ef308190a34c2f23f22a7e4d |
completed | March 14, 2026, 5:14 p.m. |
Created at: March 9, 2026, 3:46 p.m.