Triple
T9349160
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Jackson Parish, Louisiana |
E224970
|
entity |
| Predicate | borderedBy |
P224
|
FINISHED |
| Object |
Bienville Parish, Louisiana
Bienville Parish, Louisiana is a rural parish in northwestern Louisiana known for its pine forests, small communities, and historical ties to the timber and railroad industries.
|
E814336
|
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: Bienville Parish, Louisiana | Statement: [Jackson Parish, Louisiana, borderedBy, Bienville Parish, Louisiana]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bienville Parish, Louisiana Context triple: [Jackson Parish, Louisiana, borderedBy, Bienville Parish, Louisiana]
-
A.
Ouachita Parish, Louisiana
Ouachita Parish, Louisiana is a parish in northeastern Louisiana that includes the city of Monroe and serves as an important regional center for commerce, education, and culture.
-
B.
Iberville Parish, Louisiana
Iberville Parish, Louisiana is a parish in the southeastern part of the state known for its location along the Mississippi River and its historic role in Louisiana’s plantation and petrochemical corridor.
-
C.
Tangipahoa Parish, Louisiana
Tangipahoa Parish, Louisiana is a parish in southeastern Louisiana known for its mix of rural communities, small towns like Hammond and Ponchatoula, and its location along major transportation routes between New Orleans and Baton Rouge.
-
D.
Franklin Parish, Louisiana
Franklin Parish, Louisiana is a rural parish in northeastern Louisiana known for its agriculture-based economy and small-town communities.
-
E.
Richland Parish, Louisiana
Richland Parish, Louisiana is a rural parish in northeastern Louisiana known for its agricultural economy and small communities.
- 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: Bienville Parish, Louisiana Triple: [Jackson Parish, Louisiana, borderedBy, Bienville Parish, Louisiana]
Generated description
Bienville Parish, Louisiana is a rural parish in northwestern Louisiana known for its pine forests, small communities, and historical ties to the timber and railroad industries.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bienville Parish, Louisiana Target entity description: Bienville Parish, Louisiana is a rural parish in northwestern Louisiana known for its pine forests, small communities, and historical ties to the timber and railroad industries.
-
A.
Ouachita Parish, Louisiana
Ouachita Parish, Louisiana is a parish in northeastern Louisiana that includes the city of Monroe and serves as an important regional center for commerce, education, and culture.
-
B.
Iberville Parish, Louisiana
Iberville Parish, Louisiana is a parish in the southeastern part of the state known for its location along the Mississippi River and its historic role in Louisiana’s plantation and petrochemical corridor.
-
C.
Tangipahoa Parish, Louisiana
Tangipahoa Parish, Louisiana is a parish in southeastern Louisiana known for its mix of rural communities, small towns like Hammond and Ponchatoula, and its location along major transportation routes between New Orleans and Baton Rouge.
-
D.
Franklin Parish, Louisiana
Franklin Parish, Louisiana is a rural parish in northeastern Louisiana known for its agriculture-based economy and small-town communities.
-
E.
Richland Parish, Louisiana
Richland Parish, Louisiana is a rural parish in northeastern Louisiana known for its agricultural economy and small communities.
- 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_69ca842993248190a79ab06968994b86 |
completed | March 30, 2026, 2:09 p.m. |
| NER | Named-entity recognition | batch_69cd4f1198b88190adc0b01f7c1be36e |
completed | April 1, 2026, 5 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d190c570f08190ae8db5c82ed34b00 |
completed | April 4, 2026, 10:29 p.m. |
| NEDg | Description generation | batch_69d191ea02e8819097e5a4247a8084f6 |
completed | April 4, 2026, 10:34 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d19251095881909272c53c026b2ad1 |
completed | April 4, 2026, 10:36 p.m. |
Created at: March 30, 2026, 7:41 p.m.