Needles, California
E16572
Needles, California is a small city in San Bernardino County located along the Colorado River near the Arizona border, known for its desert climate and historic position on Route 66.
All labels observed (4)
| Label | Occurrences |
|---|---|
| Needles, California canonical | 21 |
| City of Needles, California | 1 |
| Needles, California, United States | 1 |
| United States Census Bureau-defined Needles city area | 1 |
How this entity was disambiguated
This entity first appeared as the object of triple T12102 — 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: Needles, California Context triple: [Mojave Desert, contains, Needles, California]
-
A.
Lancaster, California
Lancaster, California is a high-desert city in northern Los Angeles County known for its aerospace industry, solar energy projects, and annual poppy festival.
-
B.
Baker, California
Baker, California is a small desert town in San Bernardino County known as a roadside stop along Interstate 15 between Los Angeles and Las Vegas, featuring landmarks like the World’s Tallest Thermometer.
-
C.
Northstar California
Northstar California is a major ski and snowboard resort in the Lake Tahoe region, known for its extensive groomed terrain, family-friendly village, and upscale amenities.
-
D.
Zzyzx, California
Zzyzx, California is a remote former health spa site and unincorporated community in the Mojave Desert, best known for its unusual name and location near Soda Dry Lake along Interstate 15.
-
E.
Barstow
Barstow is a small city in Southern California known as a major transportation hub and gateway between Los Angeles, Las Vegas, and the Mojave Desert.
- 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: Needles, California Target entity description: Needles, California is a small city in San Bernardino County located along the Colorado River near the Arizona border, known for its desert climate and historic position on Route 66.
-
A.
Lancaster, California
Lancaster, California is a high-desert city in northern Los Angeles County known for its aerospace industry, solar energy projects, and annual poppy festival.
-
B.
Baker, California
Baker, California is a small desert town in San Bernardino County known as a roadside stop along Interstate 15 between Los Angeles and Las Vegas, featuring landmarks like the World’s Tallest Thermometer.
-
C.
Northstar California
Northstar California is a major ski and snowboard resort in the Lake Tahoe region, known for its extensive groomed terrain, family-friendly village, and upscale amenities.
-
D.
Zzyzx, California
Zzyzx, California is a remote former health spa site and unincorporated community in the Mojave Desert, best known for its unusual name and location near Soda Dry Lake along Interstate 15.
-
E.
Barstow
Barstow is a small city in Southern California known as a major transportation hub and gateway between Los Angeles, Las Vegas, and the Mojave Desert.
- F. None of above. chosen
Statements (49)
| Predicate | Object |
|---|---|
| instanceOf |
city
ⓘ
municipality ⓘ |
| areaCode |
442
ⓘ
760 ⓘ |
| borderRiver | Colorado River ⓘ |
| climate | hot desert climate ⓘ |
| climateCharacteristic | very low annual precipitation ⓘ |
| country | United States of America ⓘ |
| county | San Bernardino County ⓘ |
| distanceTo |
approximately 110 miles from Las Vegas, Nevada
ⓘ
approximately 140 miles from Barstow, California ⓘ |
| elevationAboveSeaLevel |
approximately 150 meters
ⓘ
approximately 495 feet ⓘ |
| foundedAs | railroad town ⓘ |
| governingBody | Needles City Council ⓘ |
| governmentType | council–manager ⓘ |
| hasFeature |
desert landscape
ⓘ
riverfront access ⓘ |
| hasHistoricRoute |
Main Street segment of Route 66
ⓘ
linked to:
U.S. Route 66
|
| historicallyServedBy |
Atchison, Topeka and Santa Fe Railway
ⓘ
linked to:
BNSF Railway
|
| historicRole | stopover on transcontinental rail and road routes ⓘ |
| incorporatedIn | 1913 ⓘ |
| knownFor |
extremely high summer temperatures
ⓘ
historic Route 66 heritage ⓘ |
| koppenClimateClassification | BWh ⓘ |
| locatedIn |
Mojave Desert
ⓘ
San Bernardino County’s easternmost region ⓘ United States Census Bureau-defined Needles city area ⓘ
linked to:
Needles, California
|
| locatedNear | Arizona ⓘ |
| locatedOn |
Colorado River
ⓘ
Historic U.S. Route 66 ⓘ
linked to:
U.S. Route 66
western bank of the Colorado River ⓘ |
| namedAfter |
The Needles rock formations
ⓘ
linked to:
The Needles
|
| nearestMajorRiver | Colorado River ⓘ |
| oppositeBank | Mohave County, Arizona ⓘ |
| partOf |
Inland Empire region
ⓘ
linked to:
Inland Empire region of California
Lower Colorado River Valley ⓘ
linked to:
Lower Colorado River region
|
| postalCode | 92363 ⓘ |
| primaryEconomicSectors |
services
ⓘ
tourism ⓘ transportation ⓘ |
| region | Tri-state area of California, Arizona, and Nevada ⓘ |
| servedBy | BNSF Railway ⓘ |
| state |
California
ⓘ
linked to:
California, United States
|
| summerHighTemperaturesOftenExceed | 110 °F ⓘ |
| timezone | Pacific Time Zone ⓘ |
| transportHubFor | eastern Mojave Desert ⓘ |
| traversedBy |
Interstate 40
ⓘ
U.S. Route 95 ⓘ |
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: Needles, California Description of subject: Needles, California is a small city in San Bernardino County located along the Colorado River near the Arizona border, known for its desert climate and historic position on Route 66.
Referenced by (24)
Full triples — surface form annotated when it differs from this entity's canonical label.
linked to: Needles, California
Superior Court of California, County of San Bernardino
→
hasCourthouseLocation
→
Needles, California
ⓘ
linked to: Needles, California
linked to: Needles, California