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.