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.