Triple
T12445726
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Saline Valley Hot Springs |
E297391
|
entity |
| Predicate | hasSection |
P35
|
FINISHED |
| Object |
Middle Springs
Middle Springs is one of the main natural geothermal soaking areas within California’s remote Saline Valley Hot Springs.
|
E985103
|
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: Middle Springs | Statement: [Saline Valley Hot Springs, hasSection, Middle Springs]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Middle Springs Context triple: [Saline Valley Hot Springs, hasSection, Middle Springs]
-
A.
Springsville
Springsville is a jazz composition best known as the first track on Miles Davis’s landmark 1957 album "Miles Ahead."
-
B.
Kingston Springs
Kingston Springs is a small town in Middle Tennessee known for its scenic rural character and proximity to the Harpeth River and the Nashville metropolitan area.
-
C.
Seven Springs, Pennsylvania
Seven Springs, Pennsylvania is a mountain resort community in the Laurel Highlands of southwestern Pennsylvania, known for its skiing, outdoor recreation, and proximity to multiple year-round resorts.
-
D.
Jones Springs
Jones Springs is an unincorporated community located in Berkeley County in the Eastern Panhandle region of West Virginia, United States.
-
E.
Union Springs
Union Springs is a small city in southeastern Alabama that serves as the administrative and cultural center of Bullock County.
- 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: Middle Springs Triple: [Saline Valley Hot Springs, hasSection, Middle Springs]
Generated description
Middle Springs is one of the main natural geothermal soaking areas within California’s remote Saline Valley Hot Springs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Middle Springs Target entity description: Middle Springs is one of the main natural geothermal soaking areas within California’s remote Saline Valley Hot Springs.
-
A.
Springsville
Springsville is a jazz composition best known as the first track on Miles Davis’s landmark 1957 album "Miles Ahead."
-
B.
Kingston Springs
Kingston Springs is a small town in Middle Tennessee known for its scenic rural character and proximity to the Harpeth River and the Nashville metropolitan area.
-
C.
Seven Springs, Pennsylvania
Seven Springs, Pennsylvania is a mountain resort community in the Laurel Highlands of southwestern Pennsylvania, known for its skiing, outdoor recreation, and proximity to multiple year-round resorts.
-
D.
Jones Springs
Jones Springs is an unincorporated community located in Berkeley County in the Eastern Panhandle region of West Virginia, United States.
-
E.
Union Springs
Union Springs is a small city in southeastern Alabama that serves as the administrative and cultural center of Bullock County.
- 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_69d6ada166c48190b902972cd2408fa3 |
completed | April 8, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69d94d90f18c819083a36ff4b9be4a20 |
completed | April 10, 2026, 7:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f63f132d048190b58a8381bdc74cad |
completed | May 2, 2026, 6:14 p.m. |
| NEDg | Description generation | batch_69f6415f11d88190a9f77eb1890f76ef |
completed | May 2, 2026, 6:24 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f64231606481909b8dd9d878670a6c |
completed | May 2, 2026, 6:28 p.m. |
Created at: April 8, 2026, 9:55 p.m.