Triple
T1294696
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Santa Barbara County |
E27627
|
entity |
| Predicate | containsUnincorporatedArea |
P6345
|
FINISHED |
| Object |
Montecito
Montecito is an affluent unincorporated community in Southern California known for its luxury estates, celebrity residents, and scenic coastal setting near Santa Barbara.
|
E153354
|
NE FINISHED |
How this triple was built (5 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: Montecito | Statement: [Santa Barbara County, containsUnincorporatedArea, Montecito]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Montecito Context triple: [Santa Barbara County, containsUnincorporatedArea, Montecito]
-
A.
Ladera Heights
Ladera Heights is an affluent, predominantly residential community in Los Angeles County known for its hillside homes and proximity to West Los Angeles and Culver City.
-
B.
Puente Hills
Puente Hills is a low, rolling range of hills in Southern California known for its suburban communities, open-space preserves, and former large landfill site.
-
C.
El Dorado Hills
El Dorado Hills is a suburban community in Northern California known for its affluent residential neighborhoods, scenic Sierra Nevada foothill setting, and proximity to the Sacramento metropolitan area.
-
D.
Rosarito
Rosarito is a coastal resort city in northern Baja California, Mexico, known for its beaches, tourism, and proximity to the U.S. border.
-
E.
Lomas de Vista Hermosa
Lomas de Vista Hermosa is an upscale residential neighborhood in western Mexico City known for its gated communities, modern housing developments, and proximity to major business and commercial areas.
- 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: Montecito Triple: [Santa Barbara County, containsUnincorporatedArea, Montecito]
Generated description
Montecito is an affluent unincorporated community in Southern California known for its luxury estates, celebrity residents, and scenic coastal setting near Santa Barbara.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Montecito Target entity description: Montecito is an affluent unincorporated community in Southern California known for its luxury estates, celebrity residents, and scenic coastal setting near Santa Barbara.
-
A.
Ladera Heights
Ladera Heights is an affluent, predominantly residential community in Los Angeles County known for its hillside homes and proximity to West Los Angeles and Culver City.
-
B.
Puente Hills
Puente Hills is a low, rolling range of hills in Southern California known for its suburban communities, open-space preserves, and former large landfill site.
-
C.
El Dorado Hills
El Dorado Hills is a suburban community in Northern California known for its affluent residential neighborhoods, scenic Sierra Nevada foothill setting, and proximity to the Sacramento metropolitan area.
-
D.
Rosarito
Rosarito is a coastal resort city in northern Baja California, Mexico, known for its beaches, tourism, and proximity to the U.S. border.
-
E.
Lomas de Vista Hermosa
Lomas de Vista Hermosa is an upscale residential neighborhood in western Mexico City known for its gated communities, modern housing developments, and proximity to major business and commercial areas.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: containsUnincorporatedArea Context triple: [Santa Barbara County, containsUnincorporatedArea, Montecito]
-
A.
hasUnincorporatedCommunity
chosen
Indicates that one administrative or geographic entity contains or is associated with an unincorporated community within its boundaries.
-
B.
notIncorporatedAs
Indicates that an entity has not been legally formed, registered, or recognized as a corporation or similar incorporated organization.
-
C.
isIncorporatedPlace
Indicates that a location is a legally established, self-governing municipal entity (such as a city, town, or village) recognized as an incorporated place.
-
D.
containsUrbanArea
Indicates that a geographic region fully or partially encompasses an urbanized area within its boundaries.
-
E.
hasAdjacentMainlandArea
Indicates that one geographic area directly borders or touches a contiguous mainland region.
- F. None of above.
Provenance (6 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_69a496d6682881909ba658f1c1e0e2b0 |
completed | March 1, 2026, 7:43 p.m. |
| NER | Named-entity recognition | batch_69a4c3bb3a9c81909db2ad91defd87b6 |
completed | March 1, 2026, 10:54 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69acc6209a388190b9f018b63120b28c |
completed | March 8, 2026, 12:43 a.m. |
| NEDg | Description generation | batch_69acc697fdc8819081b8e06981417064 |
completed | March 8, 2026, 12:45 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69acc722d8608190acbef82f180b75d1 |
completed | March 8, 2026, 12:47 a.m. |
| PD | Predicate disambiguation | batch_69a4bee64d908190b6a9bb479959d523 |
completed | March 1, 2026, 10:34 p.m. |
Created at: March 1, 2026, 7:51 p.m.