Triple
T1875390
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ouachita Parish, Louisiana |
E39131
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
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.
|
E239889
|
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: Calhoun, Louisiana | Statement: [Ouachita Parish, Louisiana, contains, Calhoun, Louisiana]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Calhoun, Louisiana Context triple: [Ouachita Parish, Louisiana, contains, Calhoun, Louisiana]
-
A.
Colfax, Louisiana
Colfax, Louisiana is a small town in central Louisiana best known as the site of the 1873 Colfax massacre, one of the most violent episodes of Reconstruction-era racial conflict in the United States.
-
B.
Sterlington, Louisiana
Sterlington, Louisiana is a small town in northeastern Louisiana that functions largely as a residential community within the Monroe metropolitan area.
-
C.
Brownsville-Bawcomville, Louisiana
Brownsville-Bawcomville, Louisiana is a census-designated community in northeastern Louisiana located just west of the city of Monroe.
-
D.
Bay St. Louis, Mississippi
Bay St. Louis, Mississippi is a small Gulf Coast city known for its historic downtown, waterfront setting, and proximity to NASA’s Stennis Space Center.
-
E.
Jackson Parish, Louisiana
Jackson Parish, Louisiana is a rural parish in north-central Louisiana known for its pine forests, small communities, and location within the state's traditional timber and oil-producing region.
- 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: Calhoun, Louisiana Triple: [Ouachita Parish, Louisiana, contains, Calhoun, Louisiana]
Generated description
Calhoun, Louisiana is a small unincorporated community in northeastern Louisiana known for its rural character and proximity to the city of West Monroe.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Calhoun, Louisiana Target entity description: Calhoun, Louisiana is a small unincorporated community in northeastern Louisiana known for its rural character and proximity to the city of West Monroe.
-
A.
Colfax, Louisiana
Colfax, Louisiana is a small town in central Louisiana best known as the site of the 1873 Colfax massacre, one of the most violent episodes of Reconstruction-era racial conflict in the United States.
-
B.
Sterlington, Louisiana
Sterlington, Louisiana is a small town in northeastern Louisiana that functions largely as a residential community within the Monroe metropolitan area.
-
C.
Brownsville-Bawcomville, Louisiana
Brownsville-Bawcomville, Louisiana is a census-designated community in northeastern Louisiana located just west of the city of Monroe.
-
D.
Bay St. Louis, Mississippi
Bay St. Louis, Mississippi is a small Gulf Coast city known for its historic downtown, waterfront setting, and proximity to NASA’s Stennis Space Center.
-
E.
Jackson Parish, Louisiana
Jackson Parish, Louisiana is a rural parish in north-central Louisiana known for its pine forests, small communities, and location within the state's traditional timber and oil-producing region.
- 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_69a8862f7074819096afe7fe65e179e9 |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69abb0d902ac8190a2d9bb6f683986e4 |
completed | March 7, 2026, 5 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae58b843a081908c49ebb944d872d6 |
completed | March 9, 2026, 5:20 a.m. |
| NEDg | Description generation | batch_69ae599c6b288190b7e173ffc505c605 |
completed | March 9, 2026, 5:24 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae5a42675c8190a019034e8a6bda21 |
completed | March 9, 2026, 5:27 a.m. |
Created at: March 4, 2026, 7:34 p.m.