Tallulah, Louisiana
E748311
Tallulah, Louisiana is a small city in Madison Parish known as an agricultural hub in northeastern Louisiana and the first U.S. city to have an indoor shopping mall.
All labels observed (1)
| Label | Occurrences |
|---|---|
| Tallulah, Louisiana canonical | 2 |
How this entity was disambiguated
This entity first appeared as the object of triple T8553795 — 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: Tallulah, Louisiana Context triple: [Northeastern Louisiana, containsCity, Tallulah, Louisiana]
-
A.
Larose, Louisiana
Larose, Louisiana is a small unincorporated community in Lafourche Parish known for its Cajun culture, fishing and oil-related industries, and location along Bayou Lafourche in the southern Louisiana bayou region.
-
B.
Kenner, Louisiana
Kenner, Louisiana is a suburban city in Jefferson Parish that forms part of the New Orleans metropolitan area and serves as home to the region’s primary international airport.
-
C.
Luna, Louisiana
Luna, Louisiana is a small unincorporated community located in Ouachita Parish in the northern part of the state.
-
D.
Triumph, Louisiana
Triumph, Louisiana is a small unincorporated community in Plaquemines Parish in southeastern Louisiana, historically linked with nearby Buras and vulnerable to Gulf Coast hurricanes and flooding.
-
E.
Natchitoches, Louisiana
Natchitoches, Louisiana is a historic small city in northwestern Louisiana known as the oldest permanent settlement in the Louisiana Purchase territory and famed for its preserved French Creole architecture and annual Christmas festival.
- 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: Tallulah, Louisiana Target entity description: Tallulah, Louisiana is a small city in Madison Parish known as an agricultural hub in northeastern Louisiana and the first U.S. city to have an indoor shopping mall.
-
A.
Larose, Louisiana
Larose, Louisiana is a small unincorporated community in Lafourche Parish known for its Cajun culture, fishing and oil-related industries, and location along Bayou Lafourche in the southern Louisiana bayou region.
-
B.
Kenner, Louisiana
Kenner, Louisiana is a suburban city in Jefferson Parish that forms part of the New Orleans metropolitan area and serves as home to the region’s primary international airport.
-
C.
Luna, Louisiana
Luna, Louisiana is a small unincorporated community located in Ouachita Parish in the northern part of the state.
-
D.
Triumph, Louisiana
Triumph, Louisiana is a small unincorporated community in Plaquemines Parish in southeastern Louisiana, historically linked with nearby Buras and vulnerable to Gulf Coast hurricanes and flooding.
-
E.
Natchitoches, Louisiana
Natchitoches, Louisiana is a historic small city in northwestern Louisiana known as the oldest permanent settlement in the Louisiana Purchase territory and famed for its preserved French Creole architecture and annual Christmas festival.
- F. None of above. chosen
Statements (46)
| Predicate | Object |
|---|---|
| instanceOf |
city
ⓘ
municipality ⓘ |
| agriculturalProduct |
corn
ⓘ
cotton ⓘ rice ⓘ soybeans ⓘ |
| areaCode | 318 ⓘ |
| country |
United States of America
ⓘ
surface form:
United States
|
| economyBasedOn | agriculture ⓘ |
| governmentType | mayor–council government ⓘ |
| hasAirport | Tallulah Regional Airport NERFINISHED ⓘ |
| hasClimate | humid subtropical climate ⓘ |
| hasDemographicCharacteristic | majority African American population ⓘ |
| hasEconomicSector |
health care and social assistance
ⓘ
retail trade ⓘ transportation and warehousing ⓘ |
| hasEducationalInstitution | Madison Parish public schools NERFINISHED ⓘ |
| hasFeature | indoor shopping mall ⓘ |
| hasFIPSCode | 22-74645 ⓘ |
| hasGNISFeatureID | 1628320 ⓘ |
| hasLocalGovernment | City of Tallulah NERFINISHED ⓘ |
| hasLocalMedia | Madison Journal newspaper NERFINISHED ⓘ |
| hasNearbyCity |
Delhi, Louisiana
NERFINISHED
ⓘ
Monroe, Louisiana NERFINISHED ⓘ Vicksburg, Mississippi NERFINISHED ⓘ |
| hasNearbyProtectedArea | Tensas River National Wildlife Refuge NERFINISHED ⓘ |
| hasPostalCode | 71282 ⓘ |
| hasSettlementType | city ⓘ |
| isInRegion | Ark-La-Miss region NERFINISHED ⓘ |
| isParishSeatOf | Madison Parish, Louisiana NERFINISHED ⓘ |
| isPartOf |
Lower Mississippi Valley
NERFINISHED
ⓘ
United States South NERFINISHED ⓘ |
| knownFor |
being an agricultural hub in northeastern Louisiana
ⓘ
being the first U.S. city to have an indoor shopping mall ⓘ |
| locatedIn | Madison Parish, Louisiana NERFINISHED ⓘ |
| locatedInCountrySubdivision | Louisiana Delta region ⓘ |
| locatedInMetropolitanArea | Monroe, Louisiana metropolitan area NERFINISHED ⓘ |
| locatedInRegion | northeastern Louisiana ⓘ |
| locatedInTimeZone | Central Time Zone ⓘ |
| locatedNear | Mississippi River NERFINISHED ⓘ |
| locatedOnTransportRoute |
Interstate 20
NERFINISHED
ⓘ
U.S. Route 65 NERFINISHED ⓘ U.S. Route 80 NERFINISHED ⓘ |
| parish | Madison Parish NERFINISHED ⓘ |
| state | Louisiana ⓘ |
| timeZoneDST |
Central Time Zone
ⓘ
surface form:
Central Daylight Time
|
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: Tallulah, Louisiana Description of subject: Tallulah, Louisiana is a small city in Madison Parish known as an agricultural hub in northeastern Louisiana and the first U.S. city to have an indoor shopping mall.
Referenced by (2)
Full triples — surface form annotated when it differs from this entity's canonical label.
subject surface form:
Northeastern Louisiana
subject surface form:
Delta, Louisiana