Triple
T15912082
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bossier Parish |
E385873
|
entity |
| Predicate | parishSeat |
P383
|
FINISHED |
| Object |
Benton, Louisiana
Benton, Louisiana is a small town in northwestern Louisiana that serves as the administrative and governmental center of Bossier Parish.
|
E1254325
|
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: Benton, Louisiana | Statement: [Bossier Parish, parishSeat, Benton, Louisiana]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Benton, Louisiana Context triple: [Bossier Parish, parishSeat, Benton, Louisiana]
-
A.
Buras, Louisiana
Buras, Louisiana is a small unincorporated community in Plaquemines Parish known for its location near the Mississippi River Delta and vulnerability to major hurricanes such as Katrina.
-
B.
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.
-
C.
Morse, Louisiana
Morse, Louisiana is a small rural village located in Acadia Parish in the southwestern region of the state.
-
D.
Meraux, Louisiana
Meraux, Louisiana is a suburban community in the Greater New Orleans area known for its residential neighborhoods and proximity to the Mississippi River.
-
E.
Calhoun, Louisiana
Calhoun, Louisiana is a small unincorporated community in northeastern Louisiana known for its rural character and proximity to the city of West Monroe.
- 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: Benton, Louisiana Triple: [Bossier Parish, parishSeat, Benton, Louisiana]
Generated description
Benton, Louisiana is a small town in northwestern Louisiana that serves as the administrative and governmental center of Bossier Parish.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Benton, Louisiana Target entity description: Benton, Louisiana is a small town in northwestern Louisiana that serves as the administrative and governmental center of Bossier Parish.
-
A.
Buras, Louisiana
Buras, Louisiana is a small unincorporated community in Plaquemines Parish known for its location near the Mississippi River Delta and vulnerability to major hurricanes such as Katrina.
-
B.
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.
-
C.
Morse, Louisiana
Morse, Louisiana is a small rural village located in Acadia Parish in the southwestern region of the state.
-
D.
Meraux, Louisiana
Meraux, Louisiana is a suburban community in the Greater New Orleans area known for its residential neighborhoods and proximity to the Mississippi River.
-
E.
Calhoun, Louisiana
Calhoun, Louisiana is a small unincorporated community in northeastern Louisiana known for its rural character and proximity to the city of West Monroe.
- 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_69d86da686e4819097cbf3b1fc2d881d |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e156601c988190b9bd0cd75897651b |
completed | April 16, 2026, 9:36 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a01481c3084819099e198c408bea464 |
completed | May 11, 2026, 3:08 a.m. |
| NEDg | Description generation | batch_6a0149a552c88190a4f615f67459a705 |
completed | May 11, 2026, 3:14 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a014a095934819097be0ad099bcde66 |
completed | May 11, 2026, 3:16 a.m. |
Created at: April 10, 2026, 4:52 a.m.