Triple

T10895242
Position Surface form Disambiguated ID Type / Status
Subject Big Bear City, California E257291 entity
Predicate hasFeature P182 FINISHED
Object Big Bear City Community Services District
Big Bear City Community Services District is a local government agency that provides essential municipal services—such as water, sewer, and fire protection—to the unincorporated community of Big Bear City in San Bernardino County, California.
E892842 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: Big Bear City Community Services District | Statement: [Big Bear City, California, hasFeature, Big Bear City Community Services District]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Big Bear City Community Services District
Context triple: [Big Bear City, California, hasFeature, Big Bear City Community Services District]
  • A. Big Bear City, California
    Big Bear City, California is an unincorporated mountain community in San Bernardino County known for its proximity to Big Bear Lake and outdoor recreation in the San Bernardino National Forest.
  • B. Big Bear
    Big Bear was a prominent 19th-century Plains Cree chief known for his resistance to Canadian government policies and his efforts to protect Indigenous land and sovereignty.
  • C. Big Bear Valley
    Big Bear Valley is a mountainous region in Southern California’s San Bernardino Mountains, known for its alpine landscapes, recreational lakes, and ski resorts.
  • D. Maple Ridge
    Maple Ridge is a suburban city in British Columbia, Canada, located on the northeastern edge of the Metro Vancouver region.
  • E. White Rock
    White Rock is a small coastal city in British Columbia, Canada, known for its scenic waterfront, long pier, and namesake white boulder on the beach.
  • 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: Big Bear City Community Services District
Triple: [Big Bear City, California, hasFeature, Big Bear City Community Services District]
Generated description
Big Bear City Community Services District is a local government agency that provides essential municipal services—such as water, sewer, and fire protection—to the unincorporated community of Big Bear City in San Bernardino County, California.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Big Bear City Community Services District
Target entity description: Big Bear City Community Services District is a local government agency that provides essential municipal services—such as water, sewer, and fire protection—to the unincorporated community of Big Bear City in San Bernardino County, California.
  • A. Big Bear City, California
    Big Bear City, California is an unincorporated mountain community in San Bernardino County known for its proximity to Big Bear Lake and outdoor recreation in the San Bernardino National Forest.
  • B. Big Bear
    Big Bear was a prominent 19th-century Plains Cree chief known for his resistance to Canadian government policies and his efforts to protect Indigenous land and sovereignty.
  • C. Big Bear Valley
    Big Bear Valley is a mountainous region in Southern California’s San Bernardino Mountains, known for its alpine landscapes, recreational lakes, and ski resorts.
  • D. Maple Ridge
    Maple Ridge is a suburban city in British Columbia, Canada, located on the northeastern edge of the Metro Vancouver region.
  • E. White Rock
    White Rock is a residential community in northern New Mexico known as one of the main population centers supporting the Los Alamos National Laboratory area.
  • 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_69d6aa8550c8819095508a2ed9acf3db completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d75d0153408190bcba2d9b03d78804 completed April 9, 2026, 8:02 a.m.
NED1 Entity disambiguation (via context triple) batch_69e15519e620819090e492861de6a567 completed April 16, 2026, 9:31 p.m.
NEDg Description generation batch_69e17d3331788190a9ee03fc4c6ca191 completed April 17, 2026, 12:22 a.m.
NED2 Entity disambiguation (via description) batch_69e1ff5b3d488190a545bee24381d01e completed April 17, 2026, 9:37 a.m.
Created at: April 8, 2026, 9:21 p.m.