Triple
T2356726
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Big Bear Valley |
E47572
|
entity |
| Predicate | hasSettlement |
P1068
|
FINISHED |
| Object |
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.
|
E257291
|
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, California | Statement: [Big Bear Valley, hasSettlement, Big Bear City, California]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Big Bear City, California Context triple: [Big Bear Valley, hasSettlement, Big Bear City, California]
-
A.
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.
-
B.
Grand Terrace, California
Grand Terrace, California is a small suburban city in San Bernardino County in Southern California’s Inland Empire region.
-
C.
Big Pine, California
Big Pine, California is a small unincorporated community in Inyo County known as a gateway to the eastern Sierra Nevada and nearby outdoor recreation areas.
-
D.
King City, California
King City, California is a small agricultural community in the Salinas Valley of Monterey County known for its farming economy and rural character.
-
E.
Beaumont, California
Beaumont, California is a rapidly growing city in Riverside County located in Southern California’s Inland Empire, known for its proximity to mountain passes and desert landscapes.
- 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, California Triple: [Big Bear Valley, hasSettlement, Big Bear City, California]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Big Bear City, California Target entity description: 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.
-
A.
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.
-
B.
Grand Terrace, California
Grand Terrace, California is a small suburban city in San Bernardino County in Southern California’s Inland Empire region.
-
C.
Big Pine, California
Big Pine, California is a small unincorporated community in Inyo County known as a gateway to the eastern Sierra Nevada and nearby outdoor recreation areas.
-
D.
King City, California
King City, California is a small agricultural community in the Salinas Valley of Monterey County known for its farming economy and rural character.
-
E.
Beaumont, California
Beaumont, California is a rapidly growing city in Riverside County located in Southern California’s Inland Empire, known for its proximity to mountain passes and desert landscapes.
- 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_69a88a1b678c8190bce986922ba60ce0 |
completed | March 4, 2026, 7:38 p.m. |
| NER | Named-entity recognition | batch_69abc71e0c68819082eebd80721abcc1 |
completed | March 7, 2026, 6:35 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae963660108190b58f3288a5b3f96e |
completed | March 9, 2026, 9:43 a.m. |
| NEDg | Description generation | batch_69ae96b4b378819094853d3503a3b8b4 |
completed | March 9, 2026, 9:45 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae970a87a4819094e33d3b6347a9b5 |
completed | March 9, 2026, 9:46 a.m. |
Created at: March 4, 2026, 7:54 p.m.