Triple
T779467
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sonoma Valley |
E16463
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
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.
|
E94646
|
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: Boyes Hot Springs | Statement: [Sonoma Valley, contains, Boyes Hot Springs]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Boyes Hot Springs Context triple: [Sonoma Valley, contains, Boyes Hot Springs]
-
A.
Soda Springs
Soda Springs was the former name of the small Mojave Desert community now known as Zzyzx, California, historically associated with mineral springs and a health spa.
-
B.
Navajo Falls
Navajo Falls is a picturesque waterfall in the Havasu Creek area of the Grand Canyon, renowned for its turquoise pools and cultural significance to the Havasupai people.
-
C.
Paulina Lake
Paulina Lake is a high-elevation volcanic crater lake in central Oregon, known for its clear waters, hot springs, and location within the Newberry National Volcanic Monument.
-
D.
Medicine Lake Recreation Area
Medicine Lake Recreation Area is a protected outdoor destination in northern California known for its volcanic landscape, forested surroundings, and opportunities for camping, fishing, and other lake-based recreation.
-
E.
Soap Lake, Washington
Soap Lake, Washington is a small resort town in central Washington known for its mineral-rich lake historically believed to have therapeutic properties.
- 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: Boyes Hot Springs Triple: [Sonoma Valley, contains, Boyes Hot Springs]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Boyes Hot Springs Target entity description: 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.
-
A.
Soda Springs
Soda Springs was the former name of the small Mojave Desert community now known as Zzyzx, California, historically associated with mineral springs and a health spa.
-
B.
Navajo Falls
Navajo Falls is a picturesque waterfall in the Havasu Creek area of the Grand Canyon, renowned for its turquoise pools and cultural significance to the Havasupai people.
-
C.
Paulina Lake
Paulina Lake is a high-elevation volcanic crater lake in central Oregon, known for its clear waters, hot springs, and location within the Newberry National Volcanic Monument.
-
D.
Medicine Lake Recreation Area
Medicine Lake Recreation Area is a protected outdoor destination in northern California known for its volcanic landscape, forested surroundings, and opportunities for camping, fishing, and other lake-based recreation.
-
E.
Soap Lake, Washington
Soap Lake, Washington is a small resort town in central Washington known for its mineral-rich lake historically believed to have therapeutic properties.
- 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_69a4936ad1fc81908f190208059ccf78 |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a4a750c6708190a3f2c3abf16b4ea4 |
completed | March 1, 2026, 8:53 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a67efa8dd481909097c551bf3a61dc |
completed | March 3, 2026, 6:26 a.m. |
| NEDg | Description generation | batch_69a67f6ed2b08190bd03d34e60498110 |
completed | March 3, 2026, 6:27 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a68257aab88190a7aefda939dc7f97 |
completed | March 3, 2026, 6:40 a.m. |
Created at: March 1, 2026, 7:37 p.m.