Triple

T6049794
Position Surface form Disambiguated ID Type / Status
Subject Mojave Water Agency E134760 entity
Predicate regionServed P82 FINISHED
Object High Desert region of San Bernardino County
The High Desert region of San Bernardino County is an arid, fast-growing area of Southern California’s Mojave Desert that includes communities such as Victorville, Hesperia, and Apple Valley and relies heavily on managed groundwater and imported water supplies.
E564570 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: High Desert region of San Bernardino County | Statement: [Mojave Water Agency, regionServed, High Desert region of San Bernardino County]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: High Desert region of San Bernardino County
Context triple: [Mojave Water Agency, regionServed, High Desert region of San Bernardino County]
  • A. Mojave River region
    The Mojave River region is an area of the Mojave Desert in Southern California characterized by its intermittent river, desert ecosystems, and long-standing Indigenous presence.
  • B. Mohave County, Arizona
    Mohave County, Arizona is a large, sparsely populated county in northwestern Arizona known for encompassing parts of the Grand Canyon, Lake Mead, and several Native American reservations, including the Hualapai Indian Reservation.
  • C. Fort Mojave area
    The Fort Mojave area is a historic region along the lower Colorado River in the Mojave Desert, known for its 19th-century U.S. Army fort and its significance in Native American and frontier history.
  • D. Mojave Desert
    The Mojave Desert is a vast arid region in the southwestern United States known for its extreme temperatures, unique desert ecosystems, and iconic landscapes such as Death Valley and Joshua Tree.
  • E. San Bernardino Valley
    San Bernardino Valley is a broad inland valley in Southern California known for its urban centers, transportation corridors, and position between the San Bernardino Mountains and surrounding desert regions.
  • 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: High Desert region of San Bernardino County
Triple: [Mojave Water Agency, regionServed, High Desert region of San Bernardino County]
Generated description
The High Desert region of San Bernardino County is an arid, fast-growing area of Southern California’s Mojave Desert that includes communities such as Victorville, Hesperia, and Apple Valley and relies heavily on managed groundwater and imported water supplies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: High Desert region of San Bernardino County
Target entity description: The High Desert region of San Bernardino County is an arid, fast-growing area of Southern California’s Mojave Desert that includes communities such as Victorville, Hesperia, and Apple Valley and relies heavily on managed groundwater and imported water supplies.
  • A. Mojave River region
    The Mojave River region is an area of the Mojave Desert in Southern California characterized by its intermittent river, desert ecosystems, and long-standing Indigenous presence.
  • B. Mohave County, Arizona
    Mohave County, Arizona is a large, sparsely populated county in northwestern Arizona known for encompassing parts of the Grand Canyon, Lake Mead, and several Native American reservations, including the Hualapai Indian Reservation.
  • C. Fort Mojave area
    The Fort Mojave area is a historic region along the lower Colorado River in the Mojave Desert, known for its 19th-century U.S. Army fort and its significance in Native American and frontier history.
  • D. Mojave Desert
    The Mojave Desert is a vast arid region in the southwestern United States known for its extreme temperatures, unique desert ecosystems, and iconic landscapes such as Death Valley and Joshua Tree.
  • E. San Bernardino Valley
    San Bernardino Valley is a broad inland valley in Southern California known for its urban centers, transportation corridors, and position between the San Bernardino Mountains and surrounding desert regions.
  • 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_69c00876a69881908088a2626d3b2666 completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c056f4f84c8190a7e2416d81b3554c completed March 22, 2026, 8:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69c113a65164819090883dbad3be5026 completed March 23, 2026, 10:19 a.m.
NEDg Description generation batch_69c11423d05c81909298ae598c80ccb0 completed March 23, 2026, 10:21 a.m.
NED2 Entity disambiguation (via description) batch_69c11498f2948190bcca6b8054186e75 completed March 23, 2026, 10:23 a.m.
Created at: March 22, 2026, 4:09 p.m.