Triple
T2655436
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shreveport, Louisiana, United States |
E54597
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
Northwestern Louisiana
Northwestern Louisiana is a region of the U.S. state of Louisiana centered around the city of Shreveport and known for its blend of Southern, Texan, and Ark-La-Tex cultural influences.
|
E286037
|
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: Northwestern Louisiana | Statement: [Shreveport, Louisiana, United States, partOf, Northwestern Louisiana]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Northwestern Louisiana Context triple: [Shreveport, Louisiana, United States, partOf, Northwestern Louisiana]
-
A.
Atchafalaya Basin
The Atchafalaya Basin is a vast river swamp and wetland in south-central Louisiana, known as the largest wetland and swamp in the United States and a critical habitat for diverse wildlife.
-
B.
eastern Louisiana
Eastern Louisiana is the portion of the U.S. state of Louisiana lying east of the Mississippi River, encompassing areas such as Baton Rouge and New Orleans.
-
C.
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.
-
D.
Louisiana Gulf Coast
The Louisiana Gulf Coast is a low-lying, wetland-rich shoreline along the Gulf of Mexico known for its vital fisheries, oil and gas infrastructure, and vulnerability to hurricanes and coastal erosion.
-
E.
Luna, Louisiana
Luna, Louisiana is a small unincorporated community located in Ouachita Parish in the northern part of the state.
- 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: Northwestern Louisiana Triple: [Shreveport, Louisiana, United States, partOf, Northwestern Louisiana]
Generated description
Northwestern Louisiana is a region of the U.S. state of Louisiana centered around the city of Shreveport and known for its blend of Southern, Texan, and Ark-La-Tex cultural influences.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Northwestern Louisiana Target entity description: Northwestern Louisiana is a region of the U.S. state of Louisiana centered around the city of Shreveport and known for its blend of Southern, Texan, and Ark-La-Tex cultural influences.
-
A.
Atchafalaya Basin
The Atchafalaya Basin is a vast river swamp and wetland in south-central Louisiana, known as the largest wetland and swamp in the United States and a critical habitat for diverse wildlife.
-
B.
eastern Louisiana
Eastern Louisiana is the portion of the U.S. state of Louisiana lying east of the Mississippi River, encompassing areas such as Baton Rouge and New Orleans.
-
C.
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.
-
D.
Louisiana Gulf Coast
The Louisiana Gulf Coast is a low-lying, wetland-rich shoreline along the Gulf of Mexico known for its vital fisheries, oil and gas infrastructure, and vulnerability to hurricanes and coastal erosion.
-
E.
Luna, Louisiana
Luna, Louisiana is a small unincorporated community located in Ouachita Parish in the northern part of the state.
- 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_69ab49e028948190b97e01d73548b1d9 |
completed | March 6, 2026, 9:40 p.m. |
| NER | Named-entity recognition | batch_69abd933ec008190aef1442460c4cfbc |
completed | March 7, 2026, 7:52 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af98d325ec819097d7f80a28343687 |
completed | March 10, 2026, 4:06 a.m. |
| NEDg | Description generation | batch_69af9942390081909fd17fa20386fed6 |
completed | March 10, 2026, 4:08 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69af99af3c8c8190b1342dd4bd5866e2 |
completed | March 10, 2026, 4:10 a.m. |
Created at: March 6, 2026, 9:53 p.m.