Livingston, California
E442888
Livingston, California is a small agricultural city in Merced County in California’s Central Valley, known for its diverse community and farming-based economy.
All labels observed (1)
| Label | Occurrences |
|---|---|
| Livingston, California canonical | 2 |
How this entity was disambiguated
This entity first appeared as the object of triple T4397836 — resolving that mention is where its identity was fixed. The disambiguator weighed these candidate entities and picked the highlighted one (or “None”, minting a new entity). This is how homonymy is resolved: the same surface form can point to different entities.
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Livingston, California Context triple: [The Bus (Merced County Transit), serves, Livingston, California]
-
A.
Lewiston, California
Lewiston, California is a small unincorporated community in Trinity County known for its proximity to Trinity Lake, Trinity Dam, and outdoor recreation such as fishing and boating.
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B.
Fillmore, California
Fillmore, California is a small agricultural city in Ventura County known for its historic downtown, citrus and avocado groves, and scenic setting in the Santa Clara River Valley.
-
C.
Lafayette, California
Lafayette, California is a suburban city in Contra Costa County known for its affluent residential character, highly rated schools, and proximity to the San Francisco Bay Area.
-
D.
Rutherford, California
Rutherford, California is a small community in Napa Valley renowned for its premium wineries and distinctive Cabernet Sauvignon wines.
-
E.
Colfax, California
Colfax, California is a small historic Gold Rush–era town in Placer County known as a former railroad hub in the Sierra Nevada foothills.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Livingston, California Target entity description: Livingston, California is a small agricultural city in Merced County in California’s Central Valley, known for its diverse community and farming-based economy.
-
A.
Lewiston, California
Lewiston, California is a small unincorporated community in Trinity County known for its proximity to Trinity Lake, Trinity Dam, and outdoor recreation such as fishing and boating.
-
B.
Fillmore, California
Fillmore, California is a small agricultural city in Ventura County known for its historic downtown, citrus and avocado groves, and scenic setting in the Santa Clara River Valley.
-
C.
Lafayette, California
Lafayette, California is a suburban city in Contra Costa County known for its affluent residential character, highly rated schools, and proximity to the San Francisco Bay Area.
-
D.
Rutherford, California
Rutherford, California is a small community in Napa Valley renowned for its premium wineries and distinctive Cabernet Sauvignon wines.
-
E.
Colfax, California
Colfax, California is a small historic Gold Rush–era town in Placer County known as a former railroad hub in the Sierra Nevada foothills.
- F. None of above. chosen
Statements (47)
| Predicate | Object |
|---|---|
| instanceOf |
city
ⓘ
municipality ⓘ |
| areaCode | 209 ⓘ |
| censusDesignation | city ⓘ |
| country | United States of America ⓘ |
| county |
Merced County, California
ⓘ
linked to:
Merced County
|
| demographicsCharacteristic |
large Hispanic and Latino population
ⓘ
significant South Asian community ⓘ |
| distanceTo |
approximately 13 miles northwest of Merced, California
ⓘ
approximately 7 miles northwest of Atwater, California ⓘ |
| economyBasedOn |
agriculture
ⓘ
food processing ⓘ |
| elevationInFeet | 131 ⓘ |
| elevationInMeters | 40 ⓘ |
| governingBody | City of Livingston government ⓘ |
| governmentType | council–manager government ⓘ |
| hasCityCouncil | Livingston City Council ⓘ |
| hasClimate | hot-summer Mediterranean climate ⓘ |
| hasHighSchool | Livingston High School ⓘ |
| hasMayor | Mayor of Livingston, California ⓘ |
| hasPark | city parks and recreational facilities ⓘ |
| hasPublicSchoolDistrict | Livingston Union School District ⓘ |
| hasTransportation | local bus services within Merced County ⓘ |
| hasZIPCodeTabulationArea | ZCTA 95334 ⓘ |
| incorporationDate | 1922-09-11 ⓘ |
| isPartOf | San Joaquin Valley ⓘ |
| knownFor |
diverse community
ⓘ
farming-based economy ⓘ |
| landUse |
agricultural land
ⓘ
light industrial areas ⓘ residential neighborhoods ⓘ |
| locatedIn |
Central Valley (California)
ⓘ
linked to:
Central Valley
|
| locatedInMetropolitanArea |
Merced County region
ⓘ
linked to:
Merced County
|
| locatedInTimeZone | Pacific Time Zone ⓘ |
| majorCrop |
almonds
ⓘ
grapes ⓘ other tree nuts ⓘ sweet potatoes ⓘ |
| majorIndustry |
almond production
ⓘ
poultry processing ⓘ |
| nearestUniversity | University of California, Merced ⓘ |
| postalCode | 95334 ⓘ |
| region | northern Merced County ⓘ |
| regionalContext | part of California’s agricultural heartland ⓘ |
| state |
California
ⓘ
linked to:
California, United States
|
| timeZoneDST |
Pacific Daylight Time
ⓘ
linked to:
Pacific Time Zone
|
| transportationCorridor | State Route 99 ⓘ |
How these facts were elicited
The pipeline generated the facts above by prompting gpt-5.1 with this entity's name + description and the instruction below.
Instruction
You are a knowledge base construction expert. Given a subject entity and a description of it, return factual statements that you know for the subject as a JSON list of dictionaries(triples), where keys must be "subject", "predicate" and "object". The number of facts may be very high, between 25 to 50 or more, for very popular subjects. For less popular subjects, the number of facts can be very low, like 5 or 10. # Requirements - If you don't know the subject at all, return an empty list. - If the subject is not a named entity, return an empty list. - Include at least one triple where predicate is "instanceOf". - Do not get too wordy. - Separate several objects into multiple triples with one object.
Input
Subject: Livingston, California Description of subject: Livingston, California is a small agricultural city in Merced County in California’s Central Valley, known for its diverse community and farming-based economy.
Referenced by (2)
Full triples — surface form annotated when it differs from this entity's canonical label.