Triple
T12445727
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Saline Valley Hot Springs |
E297391
|
entity |
| Predicate | hasSection |
P35
|
FINISHED |
| Object |
Upper Springs
Upper Springs is one of the natural geothermal soaking areas within the remote Saline Valley Hot Springs in California’s Death Valley region.
|
E985104
|
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: Upper Springs | Statement: [Saline Valley Hot Springs, hasSection, Upper Springs]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Upper Springs Context triple: [Saline Valley Hot Springs, hasSection, Upper Springs]
-
A.
Elmwood Springs
Elmwood Springs is a small, close-knit fictional American town created by Fannie Flagg and used as the setting for several of her interconnected novels.
-
B.
Richmond Heights
Richmond Heights is a suburban city located in northeastern Ohio, United States, forming part of the Greater Cleveland metropolitan area.
-
C.
Union Springs
Union Springs is a small city in southeastern Alabama that serves as the administrative and cultural center of Bullock County.
-
D.
Broadview Heights
Broadview Heights is a suburban city in northeastern Ohio, United States, located within the Greater Cleveland metropolitan area.
-
E.
Hager Park
Hager Park is a public recreational park in Georgetown Township, Michigan, known for its natural wooded areas, picnic facilities, and family-friendly amenities.
- 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: Upper Springs Triple: [Saline Valley Hot Springs, hasSection, Upper Springs]
Generated description
Upper Springs is one of the natural geothermal soaking areas within the remote Saline Valley Hot Springs in California’s Death Valley region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Upper Springs Target entity description: Upper Springs is one of the natural geothermal soaking areas within the remote Saline Valley Hot Springs in California’s Death Valley region.
-
A.
Elmwood Springs
Elmwood Springs is a small, close-knit fictional American town created by Fannie Flagg and used as the setting for several of her interconnected novels.
-
B.
Richmond Heights
Richmond Heights is a suburban city located in northeastern Ohio, United States, forming part of the Greater Cleveland metropolitan area.
-
C.
Union Springs
Union Springs is a small city in southeastern Alabama that serves as the administrative and cultural center of Bullock County.
-
D.
Broadview Heights
Broadview Heights is a suburban city in northeastern Ohio, United States, located within the Greater Cleveland metropolitan area.
-
E.
Hager Park
Hager Park is a public recreational park in Georgetown Township, Michigan, known for its natural wooded areas, picnic facilities, and family-friendly amenities.
- 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.