Triple
T9213036
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Caldwell Parish, Louisiana |
E221171
|
entity |
| Predicate | containsSettlement |
P847
|
FINISHED |
| Object |
Hebert, Louisiana
Hebert, Louisiana is a small unincorporated community located in rural Caldwell Parish in northeastern Louisiana.
|
E832422
|
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: Hebert, Louisiana | Statement: [Caldwell Parish, Louisiana, containsSettlement, Hebert, Louisiana]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hebert, Louisiana Context triple: [Caldwell Parish, Louisiana, containsSettlement, Hebert, Louisiana]
-
A.
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.
-
B.
Richwood, Louisiana
Richwood, Louisiana is a small town in Ouachita Parish that forms part of the Monroe metropolitan area in northeastern Louisiana.
-
C.
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.
-
D.
Galliano, Louisiana
Galliano, 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 coastal bayou region of the state.
-
E.
Downsville, Louisiana
Downsville, Louisiana is a small rural village located in Union Parish in northern Louisiana, known for its quiet, close-knit community.
- 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: Hebert, Louisiana Triple: [Caldwell Parish, Louisiana, containsSettlement, Hebert, Louisiana]
Generated description
Hebert, Louisiana is a small unincorporated community located in rural Caldwell Parish in northeastern Louisiana.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hebert, Louisiana Target entity description: Hebert, Louisiana is a small unincorporated community located in rural Caldwell Parish in northeastern Louisiana.
-
A.
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.
-
B.
Richwood, Louisiana
Richwood, Louisiana is a small town in Ouachita Parish that forms part of the Monroe metropolitan area in northeastern Louisiana.
-
C.
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.
-
D.
Galliano, Louisiana
Galliano, 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 coastal bayou region of the state.
-
E.
Downsville, Louisiana
Downsville, Louisiana is a small rural village located in Union Parish in northern Louisiana, known for its quiet, close-knit community.
- 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_69ca83e9d0e081908bdb71097201a06c |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69ccda05406081909893bec3a092d3ce |
completed | April 1, 2026, 8:40 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d23c8f14b081909df4eae9b2d16860 |
completed | April 5, 2026, 10:42 a.m. |
| NEDg | Description generation | batch_69d23e6ca3908190b7ad7b932ab35ad7 |
completed | April 5, 2026, 10:50 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d241020074819092bc2deea85a6ac0 |
completed | April 5, 2026, 11:01 a.m. |
Created at: March 30, 2026, 7:27 p.m.