Triple

T13716297
Position Surface form Disambiguated ID Type / Status
Subject Mountain Empire region of San Diego County E328907 entity
Predicate contains P35 FINISHED
Object Jacumba Hot Springs
Jacumba Hot Springs is a small desert community in southeastern San Diego County, California, known for its natural hot mineral springs and proximity to the U.S.–Mexico border.
E1058220 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: Jacumba Hot Springs | Statement: [Mountain Empire region of San Diego County, contains, Jacumba Hot Springs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Jacumba Hot Springs
Context triple: [Mountain Empire region of San Diego County, contains, Jacumba Hot Springs]
  • A. Caliente Hot Springs
    Caliente Hot Springs is a natural geothermal spring near the city of Caliente in southeastern Nevada, known for its warm mineral waters and use as a local soaking and relaxation spot.
  • B. Tecopa Hot Springs
    Tecopa Hot Springs is a natural geothermal bathing area and rustic desert retreat in Inyo County, California, known for its mineral-rich soaking pools and proximity to Death Valley.
  • C. Avila Hot Springs
    Avila Hot Springs is a historic natural mineral hot spring resort and campground near Avila Beach on California’s Central Coast, known for its therapeutic pools and family-friendly recreation.
  • D. Sespe Hot Springs
    Sespe Hot Springs is a remote natural hot spring complex in the Los Padres National Forest in California, known for its very hot mineral pools and backcountry wilderness setting.
  • 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: Jacumba Hot Springs
Triple: [Mountain Empire region of San Diego County, contains, Jacumba Hot Springs]
Generated description
Jacumba Hot Springs is a small desert community in southeastern San Diego County, California, known for its natural hot mineral springs and proximity to the U.S.–Mexico border.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Jacumba Hot Springs
Target entity description: Jacumba Hot Springs is a small desert community in southeastern San Diego County, California, known for its natural hot mineral springs and proximity to the U.S.–Mexico border.
  • A. Caliente Hot Springs
    Caliente Hot Springs is a natural geothermal spring near the city of Caliente in southeastern Nevada, known for its warm mineral waters and use as a local soaking and relaxation spot.
  • B. Tecopa Hot Springs
    Tecopa Hot Springs is a natural geothermal bathing area and rustic desert retreat in Inyo County, California, known for its mineral-rich soaking pools and proximity to Death Valley.
  • C. Avila Hot Springs
    Avila Hot Springs is a historic natural mineral hot spring resort and campground near Avila Beach on California’s Central Coast, known for its therapeutic pools and family-friendly recreation.
  • D. Sespe Hot Springs
    Sespe Hot Springs is a remote natural hot spring complex in the Los Padres National Forest in California, known for its very hot mineral pools and backcountry wilderness setting.
  • 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_69d80770b9bc81909f70c8c317d53cff completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dd4398f0448190810c840a82228706 completed April 13, 2026, 7:27 p.m.
NED1 Entity disambiguation (via context triple) batch_69f79d5878948190a2aaab2ba31bd1ed completed May 3, 2026, 7:09 p.m.
NEDg Description generation batch_69f79e9e6ff88190b031fb1403cacabc completed May 3, 2026, 7:14 p.m.
NED2 Entity disambiguation (via description) batch_69f7a2d6e7ec81908a4cbc324e793c24 completed May 3, 2026, 7:32 p.m.
Created at: April 9, 2026, 9:54 p.m.